From 32465b268d58f58ba24ff52854fddda5bd41cdb0 Mon Sep 17 00:00:00 2001
From: Suraj Soni <suraj@abacus.ai>
Date: Fri, 20 Dec 2024 10:33:12 +0000
Subject: [PATCH] Version 1.4.24

---
 abacusai/__init__.py                          |   3 +-
 abacusai/api_class/ai_agents.py               |  98 +++--
 abacusai/api_class/enums.py                   |   3 +
 abacusai/api_client_utils.py                  |   2 +-
 abacusai/client.py                            |  12 +-
 abacusai/code_autocomplete_response.py        |   9 +-
 abacusai/workflow_graph_node.py               |  36 ++
 .../api_class/ai_agents/index.rst.txt         |  26 +-
 .../abacusai/api_class/enums/index.rst.txt    |  15 +
 .../autoapi/abacusai/api_class/index.rst.txt  |  41 +-
 .../autoapi/abacusai/client/index.rst.txt     |   6 +-
 .../code_autocomplete_response/index.rst.txt  |   9 +-
 docs/_sources/autoapi/abacusai/index.rst.txt  |  89 +++-
 .../workflow_graph_node/index.rst.txt         |  48 ++
 docs/autoapi/abacusai/abacus_api/index.html   |   1 +
 docs/autoapi/abacusai/address/index.html      |   1 +
 docs/autoapi/abacusai/agent/index.html        |   1 +
 .../abacusai/agent_chat_message/index.html    |   1 +
 .../abacusai/agent_conversation/index.html    |   1 +
 .../agent_data_document_info/index.html       |   1 +
 .../agent_data_execution_result/index.html    |   1 +
 .../autoapi/abacusai/agent_version/index.html |   1 +
 .../abacusai/ai_building_task/index.html      |   1 +
 docs/autoapi/abacusai/algorithm/index.html    |   1 +
 docs/autoapi/abacusai/annotation/index.html   |   1 +
 .../abacusai/annotation_config/index.html     |   1 +
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 .../abacusai/annotations_status/index.html    |   1 +
 .../abacusai/api_class/abstract/index.html    |   1 +
 .../abacusai/api_class/ai_agents/index.html   |  27 +-
 .../abacusai/api_class/ai_chat/index.html     |   1 +
 .../api_class/batch_prediction/index.html     |   1 +
 .../abacusai/api_class/blob_input/index.html  |   1 +
 .../abacusai/api_class/connectors/index.html  |   1 +
 .../abacusai/api_class/dataset/index.html     |   1 +
 .../dataset_application_connector/index.html  |   1 +
 .../abacusai/api_class/deployment/index.html  |   1 +
 .../api_class/document_retriever/index.html   |   1 +
 .../abacusai/api_class/enums/index.html       |  16 +
 .../api_class/feature_group/index.html        |   1 +
 docs/autoapi/abacusai/api_class/index.html    |  42 +-
 .../abacusai/api_class/model/index.html       |   1 +
 .../abacusai/api_class/monitor/index.html     |   1 +
 .../api_class/monitor_alert/index.html        |   1 +
 .../abacusai/api_class/project/index.html     |   1 +
 .../api_class/python_functions/index.html     |   1 +
 .../abacusai/api_class/refresh/index.html     |   1 +
 .../abacusai/api_class/segments/index.html    |   1 +
 .../abacusai/api_client_utils/index.html      |   1 +
 docs/autoapi/abacusai/api_endpoint/index.html |   1 +
 docs/autoapi/abacusai/api_key/index.html      |   1 +
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 .../app_user_group_sign_in_token/index.html   |   1 +
 .../abacusai/application_connector/index.html |   1 +
 .../abacusai/batch_prediction/index.html      |   1 +
 .../batch_prediction_version/index.html       |   1 +
 .../batch_prediction_version_logs/index.html  |   1 +
 docs/autoapi/abacusai/bot_info/index.html     |   1 +
 .../categorical_range_violation/index.html    |   1 +
 docs/autoapi/abacusai/chat_message/index.html |   1 +
 docs/autoapi/abacusai/chat_session/index.html |   1 +
 .../abacusai/chatllm_computer/index.html      |   1 +
 .../chatllm_referral_invite/index.html        |   1 +
 docs/autoapi/abacusai/client/index.html       |   7 +-
 .../code_autocomplete_response/index.html     |   9 +-
 docs/autoapi/abacusai/code_bot/index.html     |   1 +
 .../abacusai/code_edit_response/index.html    |   1 +
 docs/autoapi/abacusai/code_source/index.html  |   1 +
 .../abacusai/compute_point_info/index.html    |   1 +
 .../abacusai/concatenation_config/index.html  |   1 +
 .../abacusai/cpu_gpu_memory_specs/index.html  |   1 +
 docs/autoapi/abacusai/cryptography/index.html |   1 +
 .../custom_chat_instructions/index.html       |   1 +
 .../abacusai/custom_loss_function/index.html  |   1 +
 .../autoapi/abacusai/custom_metric/index.html |   1 +
 .../abacusai/custom_metric_version/index.html |   1 +
 .../custom_train_function_info/index.html     |   1 +
 .../data_consistency_duplication/index.html   |   1 +
 docs/autoapi/abacusai/data_metrics/index.html |   1 +
 .../abacusai/data_prep_logs/index.html        |   1 +
 .../abacusai/data_quality_results/index.html  |   1 +
 .../abacusai/data_upload_result/index.html    |   1 +
 .../index.html                                |   1 +
 .../abacusai/database_connector/index.html    |   1 +
 .../database_connector_column/index.html      |   1 +
 .../database_connector_schema/index.html      |   1 +
 docs/autoapi/abacusai/dataset/index.html      |   1 +
 .../abacusai/dataset_column/index.html        |   1 +
 .../abacusai/dataset_version/index.html       |   1 +
 .../abacusai/dataset_version_logs/index.html  |   1 +
 docs/autoapi/abacusai/deployment/index.html   |   1 +
 .../abacusai/deployment_auth_token/index.html |   1 +
 .../deployment_conversation/index.html        |   1 +
 .../deployment_conversation_event/index.html  |   1 +
 .../deployment_conversation_export/index.html |   1 +
 .../abacusai/deployment_statistics/index.html |   1 +
 .../autoapi/abacusai/document_data/index.html |   1 +
 .../abacusai/document_retriever/index.html    |   1 +
 .../document_retriever_config/index.html      |   1 +
 .../index.html                                |   1 +
 .../document_retriever_version/index.html     |   1 +
 .../abacusai/drift_distribution/index.html    |   1 +
 .../abacusai/drift_distributions/index.html   |   1 +
 docs/autoapi/abacusai/eda/index.html          |   1 +
 .../abacusai/eda_chart_description/index.html |   1 +
 .../abacusai/eda_collinearity/index.html      |   1 +
 .../abacusai/eda_data_consistency/index.html  |   1 +
 .../eda_feature_association/index.html        |   1 +
 .../eda_feature_collinearity/index.html       |   1 +
 .../eda_forecasting_analysis/index.html       |   1 +
 docs/autoapi/abacusai/eda_version/index.html  |   1 +
 .../index.html                                |   1 +
 .../index.html                                |   1 +
 .../abacusai/external_application/index.html  |   1 +
 .../abacusai/external_invite/index.html       |   1 +
 .../abacusai/extracted_fields/index.html      |   1 +
 docs/autoapi/abacusai/feature/index.html      |   1 +
 .../abacusai/feature_distribution/index.html  |   1 +
 .../abacusai/feature_drift_record/index.html  |   1 +
 .../abacusai/feature_drift_summary/index.html |   1 +
 .../autoapi/abacusai/feature_group/index.html |   1 +
 .../feature_group_document/index.html         |   1 +
 .../abacusai/feature_group_export/index.html  |   1 +
 .../feature_group_export_config/index.html    |   1 +
 .../index.html                                |   1 +
 .../abacusai/feature_group_lineage/index.html |   1 +
 .../index.html                                |   1 +
 .../abacusai/feature_group_row/index.html     |   1 +
 .../feature_group_row_process/index.html      |   1 +
 .../feature_group_row_process_logs/index.html |   1 +
 .../index.html                                |   1 +
 .../feature_group_template/index.html         |   1 +
 .../index.html                                |   1 +
 .../abacusai/feature_group_version/index.html |   1 +
 .../feature_group_version_logs/index.html     |   1 +
 .../abacusai/feature_importance/index.html    |   1 +
 .../abacusai/feature_mapping/index.html       |   1 +
 .../feature_performance_analysis/index.html   |   1 +
 .../abacusai/feature_record/index.html        |   1 +
 .../abacusai/file_connector/index.html        |   1 +
 .../file_connector_instructions/index.html    |   1 +
 .../file_connector_verification/index.html    |   1 +
 .../finetuned_pretrained_model/index.html     |   1 +
 .../index.html                                |   1 +
 .../index.html                                |   1 +
 .../forecasting_monitor_summary/index.html    |   1 +
 .../autoapi/abacusai/function_logs/index.html |   1 +
 .../index.html                                |   1 +
 .../abacusai/global_context/index.html        |   1 +
 .../abacusai/graph_dashboard/index.html       |   1 +
 .../abacusai/holdout_analysis/index.html      |   1 +
 .../holdout_analysis_version/index.html       |   1 +
 .../abacusai/hosted_model_token/index.html    |   1 +
 .../abacusai/image_gen_settings/index.html    |   1 +
 docs/autoapi/abacusai/index.html              | 153 ++++++-
 .../abacusai/indexing_config/index.html       |   1 +
 .../index.html                                |   1 +
 .../inferred_feature_mappings/index.html      |   1 +
 .../abacusai/item_statistics/index.html       |   1 +
 docs/autoapi/abacusai/llm_app/index.html      |   1 +
 .../abacusai/llm_code_block/index.html        |   1 +
 .../abacusai/llm_execution_preview/index.html |   1 +
 .../abacusai/llm_execution_result/index.html  |   1 +
 .../abacusai/llm_generated_code/index.html    |   1 +
 docs/autoapi/abacusai/llm_input/index.html    |   1 +
 .../abacusai/llm_parameters/index.html        |   1 +
 docs/autoapi/abacusai/llm_response/index.html |   1 +
 .../abacusai/memory_options/index.html        |   1 +
 .../messaging_connector_response/index.html   |   1 +
 docs/autoapi/abacusai/model/index.html        |   1 +
 .../model_artifacts_export/index.html         |   1 +
 .../model_blueprint_export/index.html         |   1 +
 .../abacusai/model_blueprint_stage/index.html |   1 +
 .../abacusai/model_location/index.html        |   1 +
 .../autoapi/abacusai/model_metrics/index.html |   1 +
 .../autoapi/abacusai/model_monitor/index.html |   1 +
 .../model_monitor_org_summary/index.html      |   1 +
 .../abacusai/model_monitor_summary/index.html |   1 +
 .../model_monitor_summary_from_org/index.html |   1 +
 .../abacusai/model_monitor_version/index.html |   1 +
 .../index.html                                |   1 +
 .../index.html                                |   1 +
 docs/autoapi/abacusai/model_upload/index.html |   1 +
 .../autoapi/abacusai/model_version/index.html |   1 +
 .../index.html                                |   1 +
 .../modification_lock_info/index.html         |   1 +
 docs/autoapi/abacusai/module/index.html       |   1 +
 .../autoapi/abacusai/monitor_alert/index.html |   1 +
 .../abacusai/monitor_alert_version/index.html |   1 +
 .../index.html                                |   1 +
 .../natural_language_explanation/index.html   |   1 +
 .../abacusai/nested_feature/index.html        |   1 +
 .../abacusai/nested_feature_schema/index.html |   1 +
 .../abacusai/news_search_result/index.html    |   1 +
 .../abacusai/nlp_chat_response/index.html     |   1 +
 .../abacusai/null_violation/index.html        |   1 +
 .../index.html                                |   1 +
 .../abacusai/organization_group/index.html    |   1 +
 .../organization_search_result/index.html     |   1 +
 .../abacusai/organization_secret/index.html   |   1 +
 docs/autoapi/abacusai/page_data/index.html    |   1 +
 docs/autoapi/abacusai/pipeline/index.html     |   1 +
 .../abacusai/pipeline_reference/index.html    |   1 +
 .../autoapi/abacusai/pipeline_step/index.html |   1 +
 .../abacusai/pipeline_step_version/index.html |   1 +
 .../pipeline_step_version_logs/index.html     |   1 +
 .../index.html                                |   1 +
 .../abacusai/pipeline_version/index.html      |   1 +
 .../abacusai/pipeline_version_logs/index.html |   1 +
 .../abacusai/playground_text/index.html       |   1 +
 .../abacusai/point_in_time_feature/index.html |   1 +
 .../point_in_time_feature_info/index.html     |   1 +
 .../abacusai/point_in_time_group/index.html   |   1 +
 .../point_in_time_group_feature/index.html    |   1 +
 .../abacusai/prediction_client/index.html     |   1 +
 .../abacusai/prediction_dataset/index.html    |   1 +
 .../prediction_feature_group/index.html       |   1 +
 .../abacusai/prediction_input/index.html      |   1 +
 .../abacusai/prediction_log_record/index.html |   1 +
 .../abacusai/prediction_operator/index.html   |   1 +
 .../prediction_operator_version/index.html    |   1 +
 docs/autoapi/abacusai/problem_type/index.html |   1 +
 docs/autoapi/abacusai/project/index.html      |   1 +
 .../abacusai/project_config/index.html        |   1 +
 .../abacusai/project_feature_group/index.html |   1 +
 .../project_feature_group_schema/index.html   |   1 +
 .../index.html                                |   1 +
 .../abacusai/project_validation/index.html    |   1 +
 .../abacusai/python_function/index.html       |   1 +
 .../python_function_validator/index.html      |   1 +
 .../abacusai/python_plot_function/index.html  |   1 +
 .../abacusai/range_violation/index.html       |   1 +
 .../abacusai/realtime_monitor/index.html      |   1 +
 .../abacusai/refresh_pipeline_run/index.html  |   1 +
 .../abacusai/refresh_policy/index.html        |   1 +
 .../abacusai/refresh_schedule/index.html      |   1 +
 .../index.html                                |   1 +
 .../index.html                                |   1 +
 docs/autoapi/abacusai/return_class/index.html |   1 +
 .../abacusai/routing_action/index.html        |   1 +
 docs/autoapi/abacusai/schema/index.html       |   1 +
 .../abacusai/streaming_auth_token/index.html  |   1 +
 .../abacusai/streaming_client/index.html      |   1 +
 .../abacusai/streaming_connector/index.html   |   1 +
 .../abacusai/streaming_row_count/index.html   |   1 +
 .../abacusai/streaming_sample_code/index.html |   1 +
 .../abacusai/template_node_details/index.html |   1 +
 .../test_point_predictions/index.html         |   1 +
 docs/autoapi/abacusai/tone_details/index.html |   1 +
 .../training_config_options/index.html        |   1 +
 .../abacusai/twitter_search_result/index.html |   1 +
 docs/autoapi/abacusai/upload/index.html       |   1 +
 docs/autoapi/abacusai/upload_part/index.html  |   1 +
 docs/autoapi/abacusai/use_case/index.html     |   1 +
 .../abacusai/use_case_requirements/index.html |   1 +
 docs/autoapi/abacusai/user/index.html         |   1 +
 .../abacusai/user_exception/index.html        |   1 +
 .../abacusai/video_gen_settings/index.html    |   1 +
 .../abacusai/video_search_result/index.html   |   1 +
 .../abacusai/web_page_response/index.html     |   1 +
 .../abacusai/web_search_response/index.html   |   1 +
 .../abacusai/web_search_result/index.html     |   1 +
 docs/autoapi/abacusai/webhook/index.html      |   5 +-
 .../abacusai/workflow_graph_node/index.html   | 413 ++++++++++++++++++
 .../workflow_node_template/index.html         |   5 +-
 docs/genindex.html                            |  93 +++-
 docs/objects.inv                              | Bin 95561 -> 95775 bytes
 docs/py-modindex.html                         |   5 +
 docs/searchindex.js                           |   2 +-
 setup.py                                      |   2 +-
 271 files changed, 1322 insertions(+), 97 deletions(-)
 create mode 100644 abacusai/workflow_graph_node.py
 create mode 100644 docs/_sources/autoapi/abacusai/workflow_graph_node/index.rst.txt
 create mode 100644 docs/autoapi/abacusai/workflow_graph_node/index.html

diff --git a/abacusai/__init__.py b/abacusai/__init__.py
index 903bdaf9..80a0f3ab 100644
--- a/abacusai/__init__.py
+++ b/abacusai/__init__.py
@@ -225,7 +225,8 @@
 from .web_search_response import WebSearchResponse
 from .web_search_result import WebSearchResult
 from .webhook import Webhook
+from .workflow_graph_node import WorkflowGraphNode
 from .workflow_node_template import WorkflowNodeTemplate
 
 
-__version__ = "1.4.23"
+__version__ = "1.4.24"
diff --git a/abacusai/api_class/ai_agents.py b/abacusai/api_class/ai_agents.py
index 826cc659..c8aa00a6 100644
--- a/abacusai/api_class/ai_agents.py
+++ b/abacusai/api_class/ai_agents.py
@@ -1,6 +1,6 @@
 import ast
 import dataclasses
-from typing import Dict, List, Union
+from typing import Dict, List, Tuple, Union
 
 from . import enums
 from .abstract import ApiClass, get_clean_function_source_code_for_agent, validate_constructor_arg_types
@@ -34,6 +34,8 @@ class FieldDescriptor(ApiClass):
 class JSONSchema:
     @classmethod
     def from_fields_list(cls, fields_list: List[str]):
+        if not fields_list:
+            return cls(json_schema={})
         json_schema = {
             'type': 'object',
             'properties': {field: {'title': field, 'type': 'string'} for field in fields_list}
@@ -62,6 +64,7 @@ class WorkflowNodeInputMapping(ApiClass):
                                Set to `None` if the type is `USER_INPUT` and the variable doesn't need a pre-filled initial value.
         is_required (bool): Indicates whether the input is required. Defaults to True.
         description (str): The description of this input.
+        constant_value (str): The constant value of this input if variable type is CONSTANT. Only applicable for template nodes.
     """
     name: str
     variable_type: enums.WorkflowNodeInputType
@@ -69,10 +72,21 @@ class WorkflowNodeInputMapping(ApiClass):
     source_prop: str = dataclasses.field(default=None)
     is_required: bool = dataclasses.field(default=True)
     description: str = dataclasses.field(default=None)
+    constant_value: str = dataclasses.field(default=None)
 
     def __post_init__(self):
-        if self.variable_type == enums.WorkflowNodeInputType.IGNORE and self.is_required:
-            raise ValueError('input_mapping', 'Invalid input mapping. The variable type cannot be IGNORE if is_required is True.')
+        if self.variable_type == enums.WorkflowNodeInputType.IGNORE:
+            if self.is_required:
+                raise ValueError('input_mapping', 'Invalid input mapping. The variable type cannot be IGNORE if is_required is True.')
+            if self.variable_source or self.source_prop:
+                raise ValueError('input_mapping', 'variable source and source prop should not be provided for IGNORE input mappings.')
+        if self.variable_type != enums.WorkflowNodeInputType.CONSTANT and self.constant_value:
+            raise ValueError('input_mapping', 'Invalid input mapping. If the variable type is not CONSTANT, constant_value must be empty.')
+        if self.variable_type == enums.WorkflowNodeInputType.CONSTANT:
+            if self.is_required and self.constant_value is None:
+                raise ValueError('input_mapping', 'The constant value mapping should be provided for required CONSTANT input mappings.')
+            if self.variable_source or self.source_prop:
+                raise ValueError('input_mapping', 'variable source and source prop should not be provided for CONSTANT input mappings.')
         if isinstance(self.variable_type, str):
             self.variable_type = enums.WorkflowNodeInputType(self.variable_type)
 
@@ -83,7 +97,8 @@ def to_dict(self):
             'variable_source': self.variable_source,
             'source_prop': self.source_prop or self.name,
             'is_required': self.is_required,
-            'description': self.description
+            'description': self.description,
+            'constant_value': self.constant_value
         }
 
     @classmethod
@@ -97,7 +112,8 @@ def from_dict(cls, mapping: dict):
             variable_source=mapping.get('variable_source'),
             source_prop=mapping.get('source_prop') or mapping['name'] if mapping.get('variable_source') else None,
             is_required=mapping.get('is_required', True),
-            description=mapping.get('description')
+            description=mapping.get('description'),
+            constant_value=mapping.get('constant_value')
         )
 
 
@@ -166,6 +182,25 @@ def from_workflow_node(cls, schema_source: str, schema_prop: str):
         instance.runtime_schema = True
         return instance
 
+    @classmethod
+    def from_input_mappings(cls, input_mappings: List[WorkflowNodeInputMapping]):
+        """
+        Creates a json_schema for the input schema of the node from it's input mappings.
+
+        Args:
+            input_mappings (List[WorkflowNodeInputMapping]): The input mappings for the node.
+        """
+        user_input_mappings = [input_mapping for input_mapping in input_mappings if input_mapping.variable_type == enums.WorkflowNodeInputType.USER_INPUT]
+        if len(user_input_mappings) > 0:
+            json_schema = {
+                'type': 'object',
+                'required': [input_mapping.name for input_mapping in user_input_mappings if input_mapping.is_required],
+                'properties': {input_mapping.name: {'title': input_mapping.name, 'type': 'string'} for input_mapping in user_input_mappings}
+            }
+            return cls(json_schema=json_schema)
+        else:
+            return cls(json_schema={})
+
 
 @validate_constructor_arg_types('output_mapping')
 @dataclasses.dataclass
@@ -274,7 +309,7 @@ class WorkflowGraphNode(ApiClass):
         trigger_config (TriggerConfig): The configuration for a trigger workflow node.
     """
 
-    def __init__(self, name: str, input_mappings: Union[Dict[str, WorkflowNodeInputMapping], List[WorkflowNodeInputMapping]] = None, output_mappings: Union[List[str], Dict[str, str], List[WorkflowNodeOutputMapping]] = None, function: callable = None, function_name: str = None, source_code: str = None, input_schema: Union[List[str], WorkflowNodeInputSchema] = None, output_schema: Union[List[str], WorkflowNodeOutputSchema] = None, template_metadata: dict = None, trigger_config: TriggerConfig = None):
+    def __init__(self, name: str, function: callable = None, input_mappings: Union[Dict[str, WorkflowNodeInputMapping], List[WorkflowNodeInputMapping]] = None, output_mappings: Union[List[str], Dict[str, str], List[WorkflowNodeOutputMapping]] = None, function_name: str = None, source_code: str = None, input_schema: Union[List[str], WorkflowNodeInputSchema] = None, output_schema: Union[List[str], WorkflowNodeOutputSchema] = None, template_metadata: dict = None, trigger_config: TriggerConfig = None):
         self.template_metadata = template_metadata
         self.trigger_config = trigger_config
         if self.template_metadata and not self.template_metadata.get('initialized'):
@@ -314,7 +349,7 @@ def __init__(self, name: str, input_mappings: Union[Dict[str, WorkflowNodeInputM
 
             is_shortform_input_mappings = False
             if input_mappings is None:
-                input_mappings = []
+                input_mappings = {}
             if isinstance(input_mappings, List) and all(isinstance(input, WorkflowNodeInputMapping) for input in input_mappings):
                 self.input_mappings = input_mappings
                 input_mapping_args = [input.name for input in input_mappings]
@@ -334,6 +369,22 @@ def __init__(self, name: str, input_mappings: Union[Dict[str, WorkflowNodeInputM
             else:
                 raise ValueError('workflow_graph_node', 'Invalid input mappings. Must be a list of WorkflowNodeInputMapping or a dictionary of input mappings in the form {arg_name: node_name.outputs.prop_name}.')
 
+            if input_schema is None:
+                self.input_schema = WorkflowNodeInputSchema.from_input_mappings(self.input_mappings)
+            elif isinstance(input_schema, WorkflowNodeInputSchema):
+                self.input_schema = input_schema
+            elif isinstance(input_schema, list) and all(isinstance(field, str) for field in input_schema):
+                self.input_schema = WorkflowNodeInputSchema.from_fields_list(input_schema)
+            else:
+                raise ValueError('workflow_graph_node', 'Invalid input schema. Must be a WorkflowNodeInputSchema or a list of field names.')
+
+            if input_schema is not None and is_shortform_input_mappings:
+                # If user provided input_schema and input_mappings in shortform, then we need to update the input_mappings to have the correct variable_type
+                user_input_fields = JSONSchema.to_fields_list(self.input_schema)
+                for mapping in self.input_mappings:
+                    if mapping.name in user_input_fields:
+                        mapping.variable_type = enums.WorkflowNodeInputType.USER_INPUT
+
             if output_mappings is None:
                 output_mappings = []
             if isinstance(output_mappings, List):
@@ -348,23 +399,9 @@ def __init__(self, name: str, input_mappings: Union[Dict[str, WorkflowNodeInputM
             else:
                 raise ValueError('workflow_graph_node', 'Invalid output mappings. Must be a list of WorkflowNodeOutputMapping or a list of output names or a dictionary of output mappings in the form {output_name: output_type}.')
 
-            if not input_schema:
-                self.input_schema = WorkflowNodeInputSchema(json_schema={}, ui_schema={})
-            elif isinstance(input_schema, WorkflowNodeInputSchema):
-                self.input_schema = input_schema
-            elif isinstance(input_schema, list) and all(isinstance(field, str) for field in input_schema):
-                self.input_schema = WorkflowNodeInputSchema.from_fields_list(input_schema)
-            else:
-                raise ValueError('workflow_graph_node', 'Invalid input schema. Must be a WorkflowNodeInputSchema or a list of field names.')
-
-            if is_shortform_input_mappings:
-                user_input_fields = JSONSchema.to_fields_list(self.input_schema)
-                for mapping in self.input_mappings:
-                    if mapping.name in user_input_fields:
-                        mapping.variable_type = enums.WorkflowNodeInputType.USER_INPUT
-
-            if not output_schema:
-                self.output_schema = WorkflowNodeOutputSchema({})
+            if output_schema is None:
+                outputs = [output.name for output in self.output_mappings]
+                self.output_schema = WorkflowNodeOutputSchema.from_fields_list(outputs)
             elif isinstance(output_schema, WorkflowNodeOutputSchema):
                 self.output_schema = output_schema
             elif isinstance(output_schema, list) and all(isinstance(field, str) for field in output_schema):
@@ -546,10 +583,19 @@ class WorkflowGraph(ApiClass):
         primary_start_node (Union[str, WorkflowGraphNode]): The primary node to start the workflow from.
     """
     nodes: List[WorkflowGraphNode] = dataclasses.field(default_factory=list)
-    edges: List[WorkflowGraphEdge] = dataclasses.field(default_factory=list)
+    edges: List[Union[WorkflowGraphEdge, Tuple[WorkflowGraphNode, WorkflowGraphNode, dict], Tuple[str, str, dict]]] = dataclasses.field(default_factory=list)
     primary_start_node: Union[str, WorkflowGraphNode] = dataclasses.field(default=None)
     common_source_code: str = dataclasses.field(default=None)
 
+    def __post_init__(self):
+        if self.edges:
+            for index, edge in enumerate(self.edges):
+                if isinstance(edge, Tuple):
+                    source = edge[0] if isinstance(edge[0], str) else edge[0].name
+                    target = edge[1] if isinstance(edge[1], str) else edge[1].name
+                    details = edge[2] if isinstance(edge[2], dict) else None
+                    self.edges[index] = WorkflowGraphEdge(source=source, target=target, details=details)
+
     def to_dict(self):
         return {
             'nodes': [node.to_dict() for node in self.nodes],
@@ -566,7 +612,7 @@ def from_dict(cls, graph: dict):
                 node['__return_filter'] = True
         nodes = [WorkflowGraphNode.from_dict(node) for node in graph.get('nodes', [])]
         edges = [WorkflowGraphEdge.from_dict(edge) for edge in graph.get('edges', [])]
-        if graph.get('primary_start_node') is None:
+        if graph.get('primary_start_node') not in [node.name for node in nodes]:
             non_primary_nodes = set()
             for edge in edges:
                 non_primary_nodes.add(edge.target)
diff --git a/abacusai/api_class/enums.py b/abacusai/api_class/enums.py
index 17323fb4..8edc546d 100644
--- a/abacusai/api_class/enums.py
+++ b/abacusai/api_class/enums.py
@@ -485,6 +485,8 @@ class LLMName(ApiEnum):
     ABACUS_SMAUG3 = 'ABACUS_SMAUG3'
     ABACUS_DRACARYS = 'ABACUS_DRACARYS'
     QWEN_2_5_32B = 'QWEN_2_5_32B'
+    QWEN_2_5_32B_BASE = 'QWEN_2_5_32B_BASE'
+    QWEN_2_5_72B = 'QWEN_2_5_72B'
     QWQ_32B = 'QWQ_32B'
     GEMINI_1_5_FLASH = 'GEMINI_1_5_FLASH'
     XAI_GROK = 'XAI_GROK'
@@ -554,6 +556,7 @@ class WorkflowNodeInputType(ApiEnum):
     USER_INPUT = 'USER_INPUT'
     WORKFLOW_VARIABLE = 'WORKFLOW_VARIABLE'
     IGNORE = 'IGNORE'
+    CONSTANT = 'CONSTANT'
 
 
 class WorkflowNodeOutputType(ApiEnum):
diff --git a/abacusai/api_client_utils.py b/abacusai/api_client_utils.py
index e01229fb..df14a5b0 100644
--- a/abacusai/api_client_utils.py
+++ b/abacusai/api_client_utils.py
@@ -617,7 +617,7 @@ def combine_doc_info(group):
                 cls.TOKENS: [token for page in page_infos for token in page.get(cls.TOKENS) or []],
                 # default to embedded text
                 cls.PAGES: [page.get(cls.PAGE_TEXT) or '' for page in page_infos],
-                **({cls.DOC_ID: page_infos[0]} if cls.DOC_ID in page_infos[0] else {}),
+                **({cls.DOC_ID: page_infos[0][cls.DOC_ID]} if cls.DOC_ID in page_infos[0] else {}),
             }
             document_data[cls.EMBEDDED_TEXT] = combine_page_texts(info.get(
                 cls.EMBEDDED_TEXT) or info.get(cls.PAGE_TEXT) or '' for info in page_infos)
diff --git a/abacusai/client.py b/abacusai/client.py
index 04d5a3c4..b5007b91 100644
--- a/abacusai/client.py
+++ b/abacusai/client.py
@@ -181,6 +181,7 @@
 from .web_page_response import WebPageResponse
 from .web_search_response import WebSearchResponse
 from .webhook import Webhook
+from .workflow_graph_node import WorkflowGraphNode
 from .workflow_node_template import WorkflowNodeTemplate
 
 
@@ -635,7 +636,7 @@ class BaseApiClient:
         client_options (ClientOptions): Optional API client configurations
         skip_version_check (bool): If true, will skip checking the server's current API version on initializing the client
     """
-    client_version = '1.4.23'
+    client_version = '1.4.24'
 
     def __init__(self, api_key: str = None, server: str = None, client_options: ClientOptions = None, skip_version_check: bool = False, include_tb: bool = False):
         self.api_key = api_key
@@ -3743,7 +3744,8 @@ def _endpoint(deployment_id: str, ttl_hash: int):
 
                 with self._request(endpoint, 'GET', query_params={'sql': sql}, stream=True, retry_500=True) as response:
                     if response.status_code == 200:
-                        return pd.read_csv(response.raw, sep=',')
+                        buf = io.BytesIO(response.content)
+                        return pd.read_parquet(buf, engine='pyarrow')
                     else:
                         error_json = response.json()
                         error_message = error_json.get('error')
@@ -6004,7 +6006,7 @@ def get_docstore_document_data(self, doc_id: str, document_processing_config: Un
         return self._proxy_request('getDocstoreDocumentData', 'POST', query_params={}, body={'docId': doc_id, 'documentProcessingConfig': document_processing_config, 'documentProcessingVersion': document_processing_version, 'returnExtractedPageText': return_extracted_page_text}, parse_type=DocumentData, is_sync=True)
 
     def extract_document_data(self, document: io.TextIOBase = None, doc_id: str = None, document_processing_config: Union[dict, DocumentProcessingConfig] = None, start_page: int = None, end_page: int = None, return_extracted_page_text: bool = False) -> DocumentData:
-        """Extracts data from a document.
+        """Extracts data from a document using either OCR (for scanned documents/images) or embedded text extraction (for digital documents like .docx). Configure the extraction method through DocumentProcessingConfig
 
         Args:
             document (io.TextIOBase): The document to extract data from. One of document or doc_id must be provided.
@@ -8640,7 +8642,7 @@ def generate_agent_code(self, project_id: str, prompt: str, fast_mode: bool = No
             fast_mode (bool): If True, runs a faster but slightly less accurate code generation pipeline"""
         return self._call_api('generateAgentCode', 'POST', query_params={}, body={'projectId': project_id, 'prompt': prompt, 'fastMode': fast_mode})
 
-    def evaluate_prompt(self, prompt: str = None, system_message: str = None, llm_name: Union[LLMName, str] = None, max_tokens: int = None, temperature: float = 0.0, messages: list = None, response_type: str = None, json_response_schema: dict = None, stop_sequences: list = None, top_p: float = None) -> LlmResponse:
+    def evaluate_prompt(self, prompt: str = None, system_message: str = None, llm_name: Union[LLMName, str] = None, max_tokens: int = None, temperature: float = 0.0, messages: list = None, response_type: str = None, json_response_schema: dict = None, stop_sequences: List = None, top_p: float = None) -> LlmResponse:
         """Generate response to the prompt using the specified model.
 
         Args:
@@ -8652,7 +8654,7 @@ def evaluate_prompt(self, prompt: str = None, system_message: str = None, llm_na
             messages (list): A list of messages to use as conversation history. For completion models like OPENAI_GPT3_5_TEXT and PALM_TEXT this should not be set. A message is a dict with attributes: is_user (bool): Whether the message is from the user. text (str): The message's text. attachments (list): The files attached to the message represented as a list of dictionaries [{"doc_id": <doc_id1>}, {"doc_id": <doc_id2>}]
             response_type (str): Specifies the type of response to request from the LLM. One of 'text' and 'json'. If set to 'json', the LLM will respond with a json formatted string whose schema can be specified `json_response_schema`. Defaults to 'text'
             json_response_schema (dict): A dictionary specifying the keys/schema/parameters which LLM should adhere to in its response when `response_type` is 'json'. Each parameter is mapped to a dict with the following info - type (str) (required): Data type of the parameter. description (str) (required): Description of the parameter. is_required (bool) (optional): Whether the parameter is required or not. Example: json_response_schema = {'title': {'type': 'string', 'description': 'Article title', 'is_required': true}, 'body': {'type': 'string', 'description': 'Article body'}}
-            stop_sequences (list): Specifies the strings on which the LLM will stop generation.
+            stop_sequences (List): Specifies the strings on which the LLM will stop generation.
             top_p (float): The nucleus sampling value used for this run. If set, the model will sample from the smallest set of tokens whose cumulative probability exceeds the probability `top_p`. Default is 1.0. A range of 0.0 - 1.0 is allowed. It is generally recommended to use either temperature sampling or nucleus sampling, but not both.
 
         Returns:
diff --git a/abacusai/code_autocomplete_response.py b/abacusai/code_autocomplete_response.py
index d80ef8e5..e977abc0 100644
--- a/abacusai/code_autocomplete_response.py
+++ b/abacusai/code_autocomplete_response.py
@@ -8,16 +8,18 @@ class CodeAutocompleteResponse(AbstractApiClass):
         Args:
             client (ApiClient): An authenticated API Client instance
             autocompleteResponse (str): autocomplete code
+            showAutocomplete (bool): Whether to show autocomplete in the client
     """
 
-    def __init__(self, client, autocompleteResponse=None):
+    def __init__(self, client, autocompleteResponse=None, showAutocomplete=None):
         super().__init__(client, None)
         self.autocomplete_response = autocompleteResponse
+        self.show_autocomplete = showAutocomplete
         self.deprecated_keys = {}
 
     def __repr__(self):
         repr_dict = {f'autocomplete_response': repr(
-            self.autocomplete_response)}
+            self.autocomplete_response), f'show_autocomplete': repr(self.show_autocomplete)}
         class_name = "CodeAutocompleteResponse"
         repr_str = ',\n  '.join([f'{key}={value}' for key, value in repr_dict.items(
         ) if getattr(self, key, None) is not None and key not in self.deprecated_keys])
@@ -30,5 +32,6 @@ def to_dict(self):
         Returns:
             dict: The dict value representation of the class parameters
         """
-        resp = {'autocomplete_response': self.autocomplete_response}
+        resp = {'autocomplete_response': self.autocomplete_response,
+                'show_autocomplete': self.show_autocomplete}
         return {key: value for key, value in resp.items() if value is not None and key not in self.deprecated_keys}
diff --git a/abacusai/workflow_graph_node.py b/abacusai/workflow_graph_node.py
new file mode 100644
index 00000000..b4a392c4
--- /dev/null
+++ b/abacusai/workflow_graph_node.py
@@ -0,0 +1,36 @@
+from .api_class import WorkflowGraphNode
+from .return_class import AbstractApiClass
+
+
+class WorkflowGraphNode(AbstractApiClass):
+    """
+        A workflow graph node in the workflow graph.
+
+        Args:
+            client (ApiClient): An authenticated API Client instance
+            workflowGraphNode (WorkflowGraphNode): The workflow graph node object.
+    """
+
+    def __init__(self, client, workflowGraphNode={}):
+        super().__init__(client, None)
+        self.workflow_graph_node = client._build_class(
+            WorkflowGraphNode, workflowGraphNode)
+        self.deprecated_keys = {}
+
+    def __repr__(self):
+        repr_dict = {f'workflow_graph_node': repr(self.workflow_graph_node)}
+        class_name = "WorkflowGraphNode"
+        repr_str = ',\n  '.join([f'{key}={value}' for key, value in repr_dict.items(
+        ) if getattr(self, key, None) is not None and key not in self.deprecated_keys])
+        return f"{class_name}({repr_str})"
+
+    def to_dict(self):
+        """
+        Get a dict representation of the parameters in this class
+
+        Returns:
+            dict: The dict value representation of the class parameters
+        """
+        resp = {'workflow_graph_node': self._get_attribute_as_dict(
+            self.workflow_graph_node)}
+        return {key: value for key, value in resp.items() if value is not None and key not in self.deprecated_keys}
diff --git a/docs/_sources/autoapi/abacusai/api_class/ai_agents/index.rst.txt b/docs/_sources/autoapi/abacusai/api_class/ai_agents/index.rst.txt
index 283816c2..3a5ef898 100644
--- a/docs/_sources/autoapi/abacusai/api_class/ai_agents/index.rst.txt
+++ b/docs/_sources/autoapi/abacusai/api_class/ai_agents/index.rst.txt
@@ -107,6 +107,8 @@ Module Contents
    :type is_required: bool
    :param description: The description of this input.
    :type description: str
+   :param constant_value: The constant value of this input if variable type is CONSTANT. Only applicable for template nodes.
+   :type constant_value: str
 
 
    .. py:attribute:: name
@@ -141,6 +143,12 @@ Module Contents
 
 
 
+   .. py:attribute:: constant_value
+      :type:  str
+      :value: None
+
+
+
    .. py:method:: __post_init__()
 
 
@@ -224,6 +232,17 @@ Module Contents
 
 
 
+   .. py:method:: from_input_mappings(input_mappings)
+      :classmethod:
+
+
+      Creates a json_schema for the input schema of the node from it's input mappings.
+
+      :param input_mappings: The input mappings for the node.
+      :type input_mappings: List[WorkflowNodeInputMapping]
+
+
+
 .. py:class:: WorkflowNodeOutputMapping
 
    Bases: :py:obj:`abacusai.api_class.abstract.ApiClass`
@@ -327,7 +346,7 @@ Module Contents
 
 
 
-.. py:class:: WorkflowGraphNode(name, input_mappings = None, output_mappings = None, function = None, function_name = None, source_code = None, input_schema = None, output_schema = None, template_metadata = None, trigger_config = None)
+.. py:class:: WorkflowGraphNode(name, function = None, input_mappings = None, output_mappings = None, function_name = None, source_code = None, input_schema = None, output_schema = None, template_metadata = None, trigger_config = None)
 
    Bases: :py:obj:`abacusai.api_class.abstract.ApiClass`
 
@@ -461,7 +480,7 @@ Module Contents
 
 
    .. py:attribute:: edges
-      :type:  List[WorkflowGraphEdge]
+      :type:  List[Union[WorkflowGraphEdge, Tuple[WorkflowGraphNode, WorkflowGraphNode, dict], Tuple[str, str, dict]]]
       :value: []
 
 
@@ -478,6 +497,9 @@ Module Contents
 
 
 
+   .. py:method:: __post_init__()
+
+
    .. py:method:: to_dict()
 
       Standardizes converting an ApiClass to dictionary.
diff --git a/docs/_sources/autoapi/abacusai/api_class/enums/index.rst.txt b/docs/_sources/autoapi/abacusai/api_class/enums/index.rst.txt
index 2af83a12..9c84da26 100644
--- a/docs/_sources/autoapi/abacusai/api_class/enums/index.rst.txt
+++ b/docs/_sources/autoapi/abacusai/api_class/enums/index.rst.txt
@@ -2124,6 +2124,16 @@ Module Contents
 
 
 
+   .. py:attribute:: QWEN_2_5_32B_BASE
+      :value: 'QWEN_2_5_32B_BASE'
+
+
+
+   .. py:attribute:: QWEN_2_5_72B
+      :value: 'QWEN_2_5_72B'
+
+
+
    .. py:attribute:: QWQ_32B
       :value: 'QWQ_32B'
 
@@ -2419,6 +2429,11 @@ Module Contents
 
 
 
+   .. py:attribute:: CONSTANT
+      :value: 'CONSTANT'
+
+
+
 .. py:class:: WorkflowNodeOutputType
 
    Bases: :py:obj:`ApiEnum`
diff --git a/docs/_sources/autoapi/abacusai/api_class/index.rst.txt b/docs/_sources/autoapi/abacusai/api_class/index.rst.txt
index 2c089342..c7735101 100644
--- a/docs/_sources/autoapi/abacusai/api_class/index.rst.txt
+++ b/docs/_sources/autoapi/abacusai/api_class/index.rst.txt
@@ -442,6 +442,8 @@ Package Contents
    :type is_required: bool
    :param description: The description of this input.
    :type description: str
+   :param constant_value: The constant value of this input if variable type is CONSTANT. Only applicable for template nodes.
+   :type constant_value: str
 
 
    .. py:attribute:: name
@@ -476,6 +478,12 @@ Package Contents
 
 
 
+   .. py:attribute:: constant_value
+      :type:  str
+      :value: None
+
+
+
    .. py:method:: __post_init__()
 
 
@@ -559,6 +567,17 @@ Package Contents
 
 
 
+   .. py:method:: from_input_mappings(input_mappings)
+      :classmethod:
+
+
+      Creates a json_schema for the input schema of the node from it's input mappings.
+
+      :param input_mappings: The input mappings for the node.
+      :type input_mappings: List[WorkflowNodeInputMapping]
+
+
+
 .. py:class:: WorkflowNodeOutputMapping
 
    Bases: :py:obj:`abacusai.api_class.abstract.ApiClass`
@@ -662,7 +681,7 @@ Package Contents
 
 
 
-.. py:class:: WorkflowGraphNode(name, input_mappings = None, output_mappings = None, function = None, function_name = None, source_code = None, input_schema = None, output_schema = None, template_metadata = None, trigger_config = None)
+.. py:class:: WorkflowGraphNode(name, function = None, input_mappings = None, output_mappings = None, function_name = None, source_code = None, input_schema = None, output_schema = None, template_metadata = None, trigger_config = None)
 
    Bases: :py:obj:`abacusai.api_class.abstract.ApiClass`
 
@@ -796,7 +815,7 @@ Package Contents
 
 
    .. py:attribute:: edges
-      :type:  List[WorkflowGraphEdge]
+      :type:  List[Union[WorkflowGraphEdge, Tuple[WorkflowGraphNode, WorkflowGraphNode, dict], Tuple[str, str, dict]]]
       :value: []
 
 
@@ -813,6 +832,9 @@ Package Contents
 
 
 
+   .. py:method:: __post_init__()
+
+
    .. py:method:: to_dict()
 
       Standardizes converting an ApiClass to dictionary.
@@ -5498,6 +5520,16 @@ Package Contents
 
 
 
+   .. py:attribute:: QWEN_2_5_32B_BASE
+      :value: 'QWEN_2_5_32B_BASE'
+
+
+
+   .. py:attribute:: QWEN_2_5_72B
+      :value: 'QWEN_2_5_72B'
+
+
+
    .. py:attribute:: QWQ_32B
       :value: 'QWQ_32B'
 
@@ -5793,6 +5825,11 @@ Package Contents
 
 
 
+   .. py:attribute:: CONSTANT
+      :value: 'CONSTANT'
+
+
+
 .. py:class:: WorkflowNodeOutputType
 
    Bases: :py:obj:`ApiEnum`
diff --git a/docs/_sources/autoapi/abacusai/client/index.rst.txt b/docs/_sources/autoapi/abacusai/client/index.rst.txt
index bf513d93..3194b7ff 100644
--- a/docs/_sources/autoapi/abacusai/client/index.rst.txt
+++ b/docs/_sources/autoapi/abacusai/client/index.rst.txt
@@ -569,7 +569,7 @@ Module Contents
 
 
    .. py:attribute:: client_version
-      :value: '1.4.23'
+      :value: '1.4.24'
 
 
 
@@ -6356,7 +6356,7 @@ Module Contents
 
    .. py:method:: extract_document_data(document = None, doc_id = None, document_processing_config = None, start_page = None, end_page = None, return_extracted_page_text = False)
 
-      Extracts data from a document.
+      Extracts data from a document using either OCR (for scanned documents/images) or embedded text extraction (for digital documents like .docx). Configure the extraction method through DocumentProcessingConfig
 
       :param document: The document to extract data from. One of document or doc_id must be provided.
       :type document: io.TextIOBase
@@ -10008,7 +10008,7 @@ Module Contents
       :param json_response_schema: A dictionary specifying the keys/schema/parameters which LLM should adhere to in its response when `response_type` is 'json'. Each parameter is mapped to a dict with the following info - type (str) (required): Data type of the parameter. description (str) (required): Description of the parameter. is_required (bool) (optional): Whether the parameter is required or not. Example: json_response_schema = {'title': {'type': 'string', 'description': 'Article title', 'is_required': true}, 'body': {'type': 'string', 'description': 'Article body'}}
       :type json_response_schema: dict
       :param stop_sequences: Specifies the strings on which the LLM will stop generation.
-      :type stop_sequences: list
+      :type stop_sequences: List
       :param top_p: The nucleus sampling value used for this run. If set, the model will sample from the smallest set of tokens whose cumulative probability exceeds the probability `top_p`. Default is 1.0. A range of 0.0 - 1.0 is allowed. It is generally recommended to use either temperature sampling or nucleus sampling, but not both.
       :type top_p: float
 
diff --git a/docs/_sources/autoapi/abacusai/code_autocomplete_response/index.rst.txt b/docs/_sources/autoapi/abacusai/code_autocomplete_response/index.rst.txt
index 5ef582c1..701e8280 100644
--- a/docs/_sources/autoapi/abacusai/code_autocomplete_response/index.rst.txt
+++ b/docs/_sources/autoapi/abacusai/code_autocomplete_response/index.rst.txt
@@ -15,7 +15,7 @@ Classes
 Module Contents
 ---------------
 
-.. py:class:: CodeAutocompleteResponse(client, autocompleteResponse=None)
+.. py:class:: CodeAutocompleteResponse(client, autocompleteResponse=None, showAutocomplete=None)
 
    Bases: :py:obj:`abacusai.return_class.AbstractApiClass`
 
@@ -26,6 +26,8 @@ Module Contents
    :type client: ApiClient
    :param autocompleteResponse: autocomplete code
    :type autocompleteResponse: str
+   :param showAutocomplete: Whether to show autocomplete in the client
+   :type showAutocomplete: bool
 
 
    .. py:attribute:: autocomplete_response
@@ -33,6 +35,11 @@ Module Contents
 
 
 
+   .. py:attribute:: show_autocomplete
+      :value: None
+
+
+
    .. py:attribute:: deprecated_keys
 
 
diff --git a/docs/_sources/autoapi/abacusai/index.rst.txt b/docs/_sources/autoapi/abacusai/index.rst.txt
index 55444127..2f8639af 100644
--- a/docs/_sources/autoapi/abacusai/index.rst.txt
+++ b/docs/_sources/autoapi/abacusai/index.rst.txt
@@ -240,6 +240,7 @@ Submodules
    /autoapi/abacusai/web_search_response/index
    /autoapi/abacusai/web_search_result/index
    /autoapi/abacusai/webhook/index
+   /autoapi/abacusai/workflow_graph_node/index
    /autoapi/abacusai/workflow_node_template/index
 
 
@@ -707,6 +708,7 @@ Classes
    abacusai.WebSearchResponse
    abacusai.WebSearchResult
    abacusai.Webhook
+   abacusai.WorkflowGraphNode
    abacusai.WorkflowNodeTemplate
 
 
@@ -2073,6 +2075,8 @@ Package Contents
    :type is_required: bool
    :param description: The description of this input.
    :type description: str
+   :param constant_value: The constant value of this input if variable type is CONSTANT. Only applicable for template nodes.
+   :type constant_value: str
 
 
    .. py:attribute:: name
@@ -2107,6 +2111,12 @@ Package Contents
 
 
 
+   .. py:attribute:: constant_value
+      :type:  str
+      :value: None
+
+
+
    .. py:method:: __post_init__()
 
 
@@ -2190,6 +2200,17 @@ Package Contents
 
 
 
+   .. py:method:: from_input_mappings(input_mappings)
+      :classmethod:
+
+
+      Creates a json_schema for the input schema of the node from it's input mappings.
+
+      :param input_mappings: The input mappings for the node.
+      :type input_mappings: List[WorkflowNodeInputMapping]
+
+
+
 .. py:class:: WorkflowNodeOutputMapping
 
    Bases: :py:obj:`abacusai.api_class.abstract.ApiClass`
@@ -2293,7 +2314,7 @@ Package Contents
 
 
 
-.. py:class:: WorkflowGraphNode(name, input_mappings = None, output_mappings = None, function = None, function_name = None, source_code = None, input_schema = None, output_schema = None, template_metadata = None, trigger_config = None)
+.. py:class:: WorkflowGraphNode(name, function = None, input_mappings = None, output_mappings = None, function_name = None, source_code = None, input_schema = None, output_schema = None, template_metadata = None, trigger_config = None)
 
    Bases: :py:obj:`abacusai.api_class.abstract.ApiClass`
 
@@ -2427,7 +2448,7 @@ Package Contents
 
 
    .. py:attribute:: edges
-      :type:  List[WorkflowGraphEdge]
+      :type:  List[Union[WorkflowGraphEdge, Tuple[WorkflowGraphNode, WorkflowGraphNode, dict], Tuple[str, str, dict]]]
       :value: []
 
 
@@ -2444,6 +2465,9 @@ Package Contents
 
 
 
+   .. py:method:: __post_init__()
+
+
    .. py:method:: to_dict()
 
       Standardizes converting an ApiClass to dictionary.
@@ -6562,6 +6586,16 @@ Package Contents
 
 
 
+   .. py:attribute:: QWEN_2_5_32B_BASE
+      :value: 'QWEN_2_5_32B_BASE'
+
+
+
+   .. py:attribute:: QWEN_2_5_72B
+      :value: 'QWEN_2_5_72B'
+
+
+
    .. py:attribute:: QWQ_32B
       :value: 'QWQ_32B'
 
@@ -6857,6 +6891,11 @@ Package Contents
 
 
 
+   .. py:attribute:: CONSTANT
+      :value: 'CONSTANT'
+
+
+
 .. py:class:: WorkflowNodeOutputType
 
    Bases: :py:obj:`ApiEnum`
@@ -16464,7 +16503,7 @@ Package Contents
 
    .. py:method:: extract_document_data(document = None, doc_id = None, document_processing_config = None, start_page = None, end_page = None, return_extracted_page_text = False)
 
-      Extracts data from a document.
+      Extracts data from a document using either OCR (for scanned documents/images) or embedded text extraction (for digital documents like .docx). Configure the extraction method through DocumentProcessingConfig
 
       :param document: The document to extract data from. One of document or doc_id must be provided.
       :type document: io.TextIOBase
@@ -20116,7 +20155,7 @@ Package Contents
       :param json_response_schema: A dictionary specifying the keys/schema/parameters which LLM should adhere to in its response when `response_type` is 'json'. Each parameter is mapped to a dict with the following info - type (str) (required): Data type of the parameter. description (str) (required): Description of the parameter. is_required (bool) (optional): Whether the parameter is required or not. Example: json_response_schema = {'title': {'type': 'string', 'description': 'Article title', 'is_required': true}, 'body': {'type': 'string', 'description': 'Article body'}}
       :type json_response_schema: dict
       :param stop_sequences: Specifies the strings on which the LLM will stop generation.
-      :type stop_sequences: list
+      :type stop_sequences: List
       :param top_p: The nucleus sampling value used for this run. If set, the model will sample from the smallest set of tokens whose cumulative probability exceeds the probability `top_p`. Default is 1.0. A range of 0.0 - 1.0 is allowed. It is generally recommended to use either temperature sampling or nucleus sampling, but not both.
       :type top_p: float
 
@@ -22847,7 +22886,7 @@ Package Contents
 
 .. py:data:: _request_context
 
-.. py:class:: CodeAutocompleteResponse(client, autocompleteResponse=None)
+.. py:class:: CodeAutocompleteResponse(client, autocompleteResponse=None, showAutocomplete=None)
 
    Bases: :py:obj:`abacusai.return_class.AbstractApiClass`
 
@@ -22858,6 +22897,8 @@ Package Contents
    :type client: ApiClient
    :param autocompleteResponse: autocomplete code
    :type autocompleteResponse: str
+   :param showAutocomplete: Whether to show autocomplete in the client
+   :type showAutocomplete: bool
 
 
    .. py:attribute:: autocomplete_response
@@ -22865,6 +22906,11 @@ Package Contents
 
 
 
+   .. py:attribute:: show_autocomplete
+      :value: None
+
+
+
    .. py:attribute:: deprecated_keys
 
 
@@ -44507,6 +44553,37 @@ Package Contents
 
 
 
+.. py:class:: WorkflowGraphNode(client, workflowGraphNode={})
+
+   Bases: :py:obj:`abacusai.return_class.AbstractApiClass`
+
+
+   A workflow graph node in the workflow graph.
+
+   :param client: An authenticated API Client instance
+   :type client: ApiClient
+   :param workflowGraphNode: The workflow graph node object.
+   :type workflowGraphNode: WorkflowGraphNode
+
+
+   .. py:attribute:: workflow_graph_node
+
+
+   .. py:attribute:: deprecated_keys
+
+
+   .. py:method:: __repr__()
+
+
+   .. py:method:: to_dict()
+
+      Get a dict representation of the parameters in this class
+
+      :returns: The dict value representation of the class parameters
+      :rtype: dict
+
+
+
 .. py:class:: WorkflowNodeTemplate(client, workflowNodeTemplateId=None, name=None, functionName=None, sourceCode=None, description=None, packageRequirements=None, tags=None, additionalConfigs=None, inputs={}, outputs={}, templateConfigs={})
 
    Bases: :py:obj:`abacusai.return_class.AbstractApiClass`
@@ -44605,6 +44682,6 @@ Package Contents
 
 
 .. py:data:: __version__
-   :value: '1.4.23'
+   :value: '1.4.24'
 
 
diff --git a/docs/_sources/autoapi/abacusai/workflow_graph_node/index.rst.txt b/docs/_sources/autoapi/abacusai/workflow_graph_node/index.rst.txt
new file mode 100644
index 00000000..eb1e447d
--- /dev/null
+++ b/docs/_sources/autoapi/abacusai/workflow_graph_node/index.rst.txt
@@ -0,0 +1,48 @@
+abacusai.workflow_graph_node
+============================
+
+.. py:module:: abacusai.workflow_graph_node
+
+
+Classes
+-------
+
+.. autoapisummary::
+
+   abacusai.workflow_graph_node.WorkflowGraphNode
+
+
+Module Contents
+---------------
+
+.. py:class:: WorkflowGraphNode(client, workflowGraphNode={})
+
+   Bases: :py:obj:`abacusai.return_class.AbstractApiClass`
+
+
+   A workflow graph node in the workflow graph.
+
+   :param client: An authenticated API Client instance
+   :type client: ApiClient
+   :param workflowGraphNode: The workflow graph node object.
+   :type workflowGraphNode: WorkflowGraphNode
+
+
+   .. py:attribute:: workflow_graph_node
+
+
+   .. py:attribute:: deprecated_keys
+
+
+   .. py:method:: __repr__()
+
+
+   .. py:method:: to_dict()
+
+      Get a dict representation of the parameters in this class
+
+      :returns: The dict value representation of the class parameters
+      :rtype: dict
+
+
+
diff --git a/docs/autoapi/abacusai/abacus_api/index.html b/docs/autoapi/abacusai/abacus_api/index.html
index 7c8b268a..7fc7d081 100644
--- a/docs/autoapi/abacusai/abacus_api/index.html
+++ b/docs/autoapi/abacusai/abacus_api/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/address/index.html b/docs/autoapi/abacusai/address/index.html
index d3549fa6..61ac991b 100644
--- a/docs/autoapi/abacusai/address/index.html
+++ b/docs/autoapi/abacusai/address/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
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diff --git a/docs/autoapi/abacusai/agent/index.html b/docs/autoapi/abacusai/agent/index.html
index b84c6d90..80bca48f 100644
--- a/docs/autoapi/abacusai/agent/index.html
+++ b/docs/autoapi/abacusai/agent/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
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diff --git a/docs/autoapi/abacusai/agent_chat_message/index.html b/docs/autoapi/abacusai/agent_chat_message/index.html
index 8709bd85..1bc65e92 100644
--- a/docs/autoapi/abacusai/agent_chat_message/index.html
+++ b/docs/autoapi/abacusai/agent_chat_message/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/agent_conversation/index.html b/docs/autoapi/abacusai/agent_conversation/index.html
index 0c7d9f0d..0f484b55 100644
--- a/docs/autoapi/abacusai/agent_conversation/index.html
+++ b/docs/autoapi/abacusai/agent_conversation/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/agent_data_document_info/index.html b/docs/autoapi/abacusai/agent_data_document_info/index.html
index 157e9845..149ad97d 100644
--- a/docs/autoapi/abacusai/agent_data_document_info/index.html
+++ b/docs/autoapi/abacusai/agent_data_document_info/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/agent_data_execution_result/index.html b/docs/autoapi/abacusai/agent_data_execution_result/index.html
index a27be13a..e16a2b7f 100644
--- a/docs/autoapi/abacusai/agent_data_execution_result/index.html
+++ b/docs/autoapi/abacusai/agent_data_execution_result/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/agent_version/index.html b/docs/autoapi/abacusai/agent_version/index.html
index d6a0b3ed..78b0bc3d 100644
--- a/docs/autoapi/abacusai/agent_version/index.html
+++ b/docs/autoapi/abacusai/agent_version/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/ai_building_task/index.html b/docs/autoapi/abacusai/ai_building_task/index.html
index 1254f0e6..b1ef0ec3 100644
--- a/docs/autoapi/abacusai/ai_building_task/index.html
+++ b/docs/autoapi/abacusai/ai_building_task/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/algorithm/index.html b/docs/autoapi/abacusai/algorithm/index.html
index dba0f577..35cceb39 100644
--- a/docs/autoapi/abacusai/algorithm/index.html
+++ b/docs/autoapi/abacusai/algorithm/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/annotation/index.html b/docs/autoapi/abacusai/annotation/index.html
index c988bf8f..788375ee 100644
--- a/docs/autoapi/abacusai/annotation/index.html
+++ b/docs/autoapi/abacusai/annotation/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/annotation_config/index.html b/docs/autoapi/abacusai/annotation_config/index.html
index 62efcd53..97d1c6f2 100644
--- a/docs/autoapi/abacusai/annotation_config/index.html
+++ b/docs/autoapi/abacusai/annotation_config/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/annotation_document/index.html b/docs/autoapi/abacusai/annotation_document/index.html
index a0d6761b..32db28be 100644
--- a/docs/autoapi/abacusai/annotation_document/index.html
+++ b/docs/autoapi/abacusai/annotation_document/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/annotation_entry/index.html b/docs/autoapi/abacusai/annotation_entry/index.html
index ecc60291..ece99421 100644
--- a/docs/autoapi/abacusai/annotation_entry/index.html
+++ b/docs/autoapi/abacusai/annotation_entry/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/annotations_status/index.html b/docs/autoapi/abacusai/annotations_status/index.html
index fe97914b..520cbed4 100644
--- a/docs/autoapi/abacusai/annotations_status/index.html
+++ b/docs/autoapi/abacusai/annotations_status/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/api_class/abstract/index.html b/docs/autoapi/abacusai/api_class/abstract/index.html
index 5ed2f5ea..fc1f1180 100644
--- a/docs/autoapi/abacusai/api_class/abstract/index.html
+++ b/docs/autoapi/abacusai/api_class/abstract/index.html
@@ -283,6 +283,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_response/index.html">abacusai.web_search_response</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/api_class/ai_agents/index.html b/docs/autoapi/abacusai/api_class/ai_agents/index.html
index adaed07b..570859d7 100644
--- a/docs/autoapi/abacusai/api_class/ai_agents/index.html
+++ b/docs/autoapi/abacusai/api_class/ai_agents/index.html
@@ -283,6 +283,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
@@ -467,6 +468,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 Set to <cite>None</cite> if the type is <cite>USER_INPUT</cite> and the variable doesn’t need a pre-filled initial value.</p></li>
 <li><p><strong>is_required</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a>) – Indicates whether the input is required. Defaults to True.</p></li>
 <li><p><strong>description</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – The description of this input.</p></li>
+<li><p><strong>constant_value</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – The constant value of this input if variable type is CONSTANT. Only applicable for template nodes.</p></li>
 </ul>
 </dd>
 </dl>
@@ -500,6 +502,11 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowNodeInputMapping.description" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.api_class.ai_agents.WorkflowNodeInputMapping.constant_value">
+<span class="sig-name descname"><span class="pre">constant_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowNodeInputMapping.constant_value" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.api_class.ai_agents.WorkflowNodeInputMapping.__post_init__">
 <span class="sig-name descname"><span class="pre">__post_init__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowNodeInputMapping.__post_init__" title="Link to this definition"></a></dt>
@@ -596,6 +603,17 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.api_class.ai_agents.WorkflowNodeInputSchema.from_input_mappings">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_input_mappings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowNodeInputSchema.from_input_mappings" title="Link to this definition"></a></dt>
+<dd><p>Creates a json_schema for the input schema of the node from it’s input mappings.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>input_mappings</strong> (<em>List</em><em>[</em><a class="reference internal" href="#abacusai.api_class.ai_agents.WorkflowNodeInputMapping" title="abacusai.api_class.ai_agents.WorkflowNodeInputMapping"><em>WorkflowNodeInputMapping</em></a><em>]</em>) – The input mappings for the node.</p>
+</dd>
+</dl>
+</dd></dl>
+
 </dd></dl>
 
 <dl class="py class">
@@ -724,7 +742,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 
 <dl class="py class">
 <dt class="sig sig-object py" id="abacusai.api_class.ai_agents.WorkflowGraphNode">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.api_class.ai_agents.</span></span><span class="sig-name descname"><span class="pre">WorkflowGraphNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_code</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">template_metadata</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trigger_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowGraphNode" title="Link to this definition"></a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.api_class.ai_agents.</span></span><span class="sig-name descname"><span class="pre">WorkflowGraphNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_code</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">template_metadata</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trigger_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowGraphNode" title="Link to this definition"></a></dt>
 <dd><p>Bases: <a class="reference internal" href="../abstract/index.html#abacusai.api_class.abstract.ApiClass" title="abacusai.api_class.abstract.ApiClass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">abacusai.api_class.abstract.ApiClass</span></code></a></p>
 <p>Represents a node in an Agent workflow graph.</p>
 <dl class="field-list simple">
@@ -913,7 +931,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.api_class.ai_agents.WorkflowGraph.edges">
-<span class="sig-name descname"><span class="pre">edges</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.api_class.ai_agents.WorkflowGraphEdge" title="abacusai.api_class.ai_agents.WorkflowGraphEdge"><span class="pre">WorkflowGraphEdge</span></a><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[]</span></em><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowGraph.edges" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">edges</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.api_class.ai_agents.WorkflowGraphEdge" title="abacusai.api_class.ai_agents.WorkflowGraphEdge"><span class="pre">WorkflowGraphEdge</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.api_class.ai_agents.WorkflowGraphNode" title="abacusai.api_class.ai_agents.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="#abacusai.api_class.ai_agents.WorkflowGraphNode" title="abacusai.api_class.ai_agents.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[]</span></em><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowGraph.edges" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
@@ -926,6 +944,11 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <span class="sig-name descname"><span class="pre">common_source_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowGraph.common_source_code" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.api_class.ai_agents.WorkflowGraph.__post_init__">
+<span class="sig-name descname"><span class="pre">__post_init__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowGraph.__post_init__" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.api_class.ai_agents.WorkflowGraph.to_dict">
 <span class="sig-name descname"><span class="pre">to_dict</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.ai_agents.WorkflowGraph.to_dict" title="Link to this definition"></a></dt>
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index 1b9a0258..f1d620e8 100644
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+++ b/docs/autoapi/abacusai/api_class/ai_chat/index.html
@@ -283,6 +283,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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+++ b/docs/autoapi/abacusai/api_class/batch_prediction/index.html
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 <li class="toctree-l3"><a class="reference internal" href="../../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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@@ -283,6 +283,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/api_class/enums/index.html b/docs/autoapi/abacusai/api_class/enums/index.html
index 17d76aa8..3b00d538 100644
--- a/docs/autoapi/abacusai/api_class/enums/index.html
+++ b/docs/autoapi/abacusai/api_class/enums/index.html
@@ -283,6 +283,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
@@ -2495,6 +2496,16 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <span class="sig-name descname"><span class="pre">QWEN_2_5_32B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_32B'</span></em><a class="headerlink" href="#abacusai.api_class.enums.LLMName.QWEN_2_5_32B" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.api_class.enums.LLMName.QWEN_2_5_32B_BASE">
+<span class="sig-name descname"><span class="pre">QWEN_2_5_32B_BASE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_32B_BASE'</span></em><a class="headerlink" href="#abacusai.api_class.enums.LLMName.QWEN_2_5_32B_BASE" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.api_class.enums.LLMName.QWEN_2_5_72B">
+<span class="sig-name descname"><span class="pre">QWEN_2_5_72B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_72B'</span></em><a class="headerlink" href="#abacusai.api_class.enums.LLMName.QWEN_2_5_72B" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.api_class.enums.LLMName.QWQ_32B">
 <span class="sig-name descname"><span class="pre">QWQ_32B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWQ_32B'</span></em><a class="headerlink" href="#abacusai.api_class.enums.LLMName.QWQ_32B" title="Link to this definition"></a></dt>
@@ -2772,6 +2783,11 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <span class="sig-name descname"><span class="pre">IGNORE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IGNORE'</span></em><a class="headerlink" href="#abacusai.api_class.enums.WorkflowNodeInputType.IGNORE" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.api_class.enums.WorkflowNodeInputType.CONSTANT">
+<span class="sig-name descname"><span class="pre">CONSTANT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONSTANT'</span></em><a class="headerlink" href="#abacusai.api_class.enums.WorkflowNodeInputType.CONSTANT" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 </dd></dl>
 
 <dl class="py class">
diff --git a/docs/autoapi/abacusai/api_class/feature_group/index.html b/docs/autoapi/abacusai/api_class/feature_group/index.html
index 2ddc416a..5888e88f 100644
--- a/docs/autoapi/abacusai/api_class/feature_group/index.html
+++ b/docs/autoapi/abacusai/api_class/feature_group/index.html
@@ -283,6 +283,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/api_class/index.html b/docs/autoapi/abacusai/api_class/index.html
index b17e4ae4..a7006cc4 100644
--- a/docs/autoapi/abacusai/api_class/index.html
+++ b/docs/autoapi/abacusai/api_class/index.html
@@ -283,6 +283,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
@@ -1331,6 +1332,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 Set to <cite>None</cite> if the type is <cite>USER_INPUT</cite> and the variable doesn’t need a pre-filled initial value.</p></li>
 <li><p><strong>is_required</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a>) – Indicates whether the input is required. Defaults to True.</p></li>
 <li><p><strong>description</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – The description of this input.</p></li>
+<li><p><strong>constant_value</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – The constant value of this input if variable type is CONSTANT. Only applicable for template nodes.</p></li>
 </ul>
 </dd>
 </dl>
@@ -1364,6 +1366,11 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.api_class.WorkflowNodeInputMapping.description" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.api_class.WorkflowNodeInputMapping.constant_value">
+<span class="sig-name descname"><span class="pre">constant_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.api_class.WorkflowNodeInputMapping.constant_value" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.api_class.WorkflowNodeInputMapping.__post_init__">
 <span class="sig-name descname"><span class="pre">__post_init__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.WorkflowNodeInputMapping.__post_init__" title="Link to this definition"></a></dt>
@@ -1460,6 +1467,17 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.api_class.WorkflowNodeInputSchema.from_input_mappings">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_input_mappings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.WorkflowNodeInputSchema.from_input_mappings" title="Link to this definition"></a></dt>
+<dd><p>Creates a json_schema for the input schema of the node from it’s input mappings.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>input_mappings</strong> (<em>List</em><em>[</em><a class="reference internal" href="#abacusai.api_class.WorkflowNodeInputMapping" title="abacusai.api_class.WorkflowNodeInputMapping"><em>WorkflowNodeInputMapping</em></a><em>]</em>) – The input mappings for the node.</p>
+</dd>
+</dl>
+</dd></dl>
+
 </dd></dl>
 
 <dl class="py class">
@@ -1588,7 +1606,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 
 <dl class="py class">
 <dt class="sig sig-object py" id="abacusai.api_class.WorkflowGraphNode">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.api_class.</span></span><span class="sig-name descname"><span class="pre">WorkflowGraphNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_code</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">template_metadata</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trigger_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.WorkflowGraphNode" title="Link to this definition"></a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.api_class.</span></span><span class="sig-name descname"><span class="pre">WorkflowGraphNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_code</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">template_metadata</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trigger_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.WorkflowGraphNode" title="Link to this definition"></a></dt>
 <dd><p>Bases: <a class="reference internal" href="abstract/index.html#abacusai.api_class.abstract.ApiClass" title="abacusai.api_class.abstract.ApiClass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">abacusai.api_class.abstract.ApiClass</span></code></a></p>
 <p>Represents a node in an Agent workflow graph.</p>
 <dl class="field-list simple">
@@ -1777,7 +1795,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.api_class.WorkflowGraph.edges">
-<span class="sig-name descname"><span class="pre">edges</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.api_class.WorkflowGraphEdge" title="abacusai.api_class.WorkflowGraphEdge"><span class="pre">WorkflowGraphEdge</span></a><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[]</span></em><a class="headerlink" href="#abacusai.api_class.WorkflowGraph.edges" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">edges</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.api_class.WorkflowGraphEdge" title="abacusai.api_class.WorkflowGraphEdge"><span class="pre">WorkflowGraphEdge</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.api_class.WorkflowGraphNode" title="abacusai.api_class.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="#abacusai.api_class.WorkflowGraphNode" title="abacusai.api_class.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[]</span></em><a class="headerlink" href="#abacusai.api_class.WorkflowGraph.edges" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
@@ -1790,6 +1808,11 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">common_source_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.api_class.WorkflowGraph.common_source_code" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.api_class.WorkflowGraph.__post_init__">
+<span class="sig-name descname"><span class="pre">__post_init__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.WorkflowGraph.__post_init__" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.api_class.WorkflowGraph.to_dict">
 <span class="sig-name descname"><span class="pre">to_dict</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.api_class.WorkflowGraph.to_dict" title="Link to this definition"></a></dt>
@@ -6720,6 +6743,16 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">QWEN_2_5_32B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_32B'</span></em><a class="headerlink" href="#abacusai.api_class.LLMName.QWEN_2_5_32B" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.api_class.LLMName.QWEN_2_5_32B_BASE">
+<span class="sig-name descname"><span class="pre">QWEN_2_5_32B_BASE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_32B_BASE'</span></em><a class="headerlink" href="#abacusai.api_class.LLMName.QWEN_2_5_32B_BASE" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.api_class.LLMName.QWEN_2_5_72B">
+<span class="sig-name descname"><span class="pre">QWEN_2_5_72B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_72B'</span></em><a class="headerlink" href="#abacusai.api_class.LLMName.QWEN_2_5_72B" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.api_class.LLMName.QWQ_32B">
 <span class="sig-name descname"><span class="pre">QWQ_32B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWQ_32B'</span></em><a class="headerlink" href="#abacusai.api_class.LLMName.QWQ_32B" title="Link to this definition"></a></dt>
@@ -6997,6 +7030,11 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">IGNORE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IGNORE'</span></em><a class="headerlink" href="#abacusai.api_class.WorkflowNodeInputType.IGNORE" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.api_class.WorkflowNodeInputType.CONSTANT">
+<span class="sig-name descname"><span class="pre">CONSTANT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONSTANT'</span></em><a class="headerlink" href="#abacusai.api_class.WorkflowNodeInputType.CONSTANT" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
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 <dl class="py class">
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index aa8cfa7f..38c94672 100644
--- a/docs/autoapi/abacusai/api_class/model/index.html
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+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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index ab49528a..2a55269e 100644
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+<li class="toctree-l3"><a class="reference internal" href="../../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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index 07641cfa..40560030 100644
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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index bc315fa5..e59bcab6 100644
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+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/client/index.html b/docs/autoapi/abacusai/client/index.html
index 303c812c..30bcbb31 100644
--- a/docs/autoapi/abacusai/client/index.html
+++ b/docs/autoapi/abacusai/client/index.html
@@ -283,6 +283,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
@@ -1015,7 +1016,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 </dl>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.client.BaseApiClient.client_version">
-<span class="sig-name descname"><span class="pre">client_version</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'1.4.23'</span></em><a class="headerlink" href="#abacusai.client.BaseApiClient.client_version" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">client_version</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'1.4.24'</span></em><a class="headerlink" href="#abacusai.client.BaseApiClient.client_version" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
@@ -8357,7 +8358,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.client.ApiClient.extract_document_data">
 <span class="sig-name descname"><span class="pre">extract_document_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">document</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">doc_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">document_processing_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_page</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_page</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_extracted_page_text</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.client.ApiClient.extract_document_data" title="Link to this definition"></a></dt>
-<dd><p>Extracts data from a document.</p>
+<dd><p>Extracts data from a document using either OCR (for scanned documents/images) or embedded text extraction (for digital documents like .docx). Configure the extraction method through DocumentProcessingConfig</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -12516,7 +12517,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <li><p><strong>messages</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><em>list</em></a>) – A list of messages to use as conversation history. For completion models like OPENAI_GPT3_5_TEXT and PALM_TEXT this should not be set. A message is a dict with attributes: is_user (bool): Whether the message is from the user. text (str): The message’s text. attachments (list): The files attached to the message represented as a list of dictionaries [{“doc_id”: &lt;doc_id1&gt;}, {“doc_id”: &lt;doc_id2&gt;}]</p></li>
 <li><p><strong>response_type</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – Specifies the type of response to request from the LLM. One of ‘text’ and ‘json’. If set to ‘json’, the LLM will respond with a json formatted string whose schema can be specified <cite>json_response_schema</cite>. Defaults to ‘text’</p></li>
 <li><p><strong>json_response_schema</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><em>dict</em></a>) – A dictionary specifying the keys/schema/parameters which LLM should adhere to in its response when <cite>response_type</cite> is ‘json’. Each parameter is mapped to a dict with the following info - type (str) (required): Data type of the parameter. description (str) (required): Description of the parameter. is_required (bool) (optional): Whether the parameter is required or not. Example: json_response_schema = {‘title’: {‘type’: ‘string’, ‘description’: ‘Article title’, ‘is_required’: true}, ‘body’: {‘type’: ‘string’, ‘description’: ‘Article body’}}</p></li>
-<li><p><strong>stop_sequences</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><em>list</em></a>) – Specifies the strings on which the LLM will stop generation.</p></li>
+<li><p><strong>stop_sequences</strong> (<em>List</em>) – Specifies the strings on which the LLM will stop generation.</p></li>
 <li><p><strong>top_p</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.13)"><em>float</em></a>) – The nucleus sampling value used for this run. If set, the model will sample from the smallest set of tokens whose cumulative probability exceeds the probability <cite>top_p</cite>. Default is 1.0. A range of 0.0 - 1.0 is allowed. It is generally recommended to use either temperature sampling or nucleus sampling, but not both.</p></li>
 </ul>
 </dd>
diff --git a/docs/autoapi/abacusai/code_autocomplete_response/index.html b/docs/autoapi/abacusai/code_autocomplete_response/index.html
index 223fe43f..8bd67f1f 100644
--- a/docs/autoapi/abacusai/code_autocomplete_response/index.html
+++ b/docs/autoapi/abacusai/code_autocomplete_response/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
@@ -333,7 +334,7 @@ <h2>Classes<a class="headerlink" href="#classes" title="Link to this heading">
 <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to this heading"></a></h2>
 <dl class="py class">
 <dt class="sig sig-object py" id="abacusai.code_autocomplete_response.CodeAutocompleteResponse">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.code_autocomplete_response.</span></span><span class="sig-name descname"><span class="pre">CodeAutocompleteResponse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">autocompleteResponse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.code_autocomplete_response.CodeAutocompleteResponse" title="Link to this definition"></a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.code_autocomplete_response.</span></span><span class="sig-name descname"><span class="pre">CodeAutocompleteResponse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">autocompleteResponse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">showAutocomplete</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.code_autocomplete_response.CodeAutocompleteResponse" title="Link to this definition"></a></dt>
 <dd><p>Bases: <a class="reference internal" href="../return_class/index.html#abacusai.return_class.AbstractApiClass" title="abacusai.return_class.AbstractApiClass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">abacusai.return_class.AbstractApiClass</span></code></a></p>
 <p>A autocomplete response from an LLM</p>
 <dl class="field-list simple">
@@ -341,6 +342,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>client</strong> (<a class="reference internal" href="../client/index.html#abacusai.client.ApiClient" title="abacusai.client.ApiClient"><em>ApiClient</em></a>) – An authenticated API Client instance</p></li>
 <li><p><strong>autocompleteResponse</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – autocomplete code</p></li>
+<li><p><strong>showAutocomplete</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a>) – Whether to show autocomplete in the client</p></li>
 </ul>
 </dd>
 </dl>
@@ -349,6 +351,11 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <span class="sig-name descname"><span class="pre">autocomplete_response</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.code_autocomplete_response.CodeAutocompleteResponse.autocomplete_response" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.code_autocomplete_response.CodeAutocompleteResponse.show_autocomplete">
+<span class="sig-name descname"><span class="pre">show_autocomplete</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.code_autocomplete_response.CodeAutocompleteResponse.show_autocomplete" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.code_autocomplete_response.CodeAutocompleteResponse.deprecated_keys">
 <span class="sig-name descname"><span class="pre">deprecated_keys</span></span><a class="headerlink" href="#abacusai.code_autocomplete_response.CodeAutocompleteResponse.deprecated_keys" title="Link to this definition"></a></dt>
diff --git a/docs/autoapi/abacusai/code_bot/index.html b/docs/autoapi/abacusai/code_bot/index.html
index 739b0416..0621cf35 100644
--- a/docs/autoapi/abacusai/code_bot/index.html
+++ b/docs/autoapi/abacusai/code_bot/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/code_edit_response/index.html b/docs/autoapi/abacusai/code_edit_response/index.html
index 98cc2ea7..657752bb 100644
--- a/docs/autoapi/abacusai/code_edit_response/index.html
+++ b/docs/autoapi/abacusai/code_edit_response/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/code_source/index.html b/docs/autoapi/abacusai/code_source/index.html
index 4788e817..65ee5941 100644
--- a/docs/autoapi/abacusai/code_source/index.html
+++ b/docs/autoapi/abacusai/code_source/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/compute_point_info/index.html b/docs/autoapi/abacusai/compute_point_info/index.html
index e9a93f4d..6538193e 100644
--- a/docs/autoapi/abacusai/compute_point_info/index.html
+++ b/docs/autoapi/abacusai/compute_point_info/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/concatenation_config/index.html b/docs/autoapi/abacusai/concatenation_config/index.html
index 4fac3ca8..3f9d3578 100644
--- a/docs/autoapi/abacusai/concatenation_config/index.html
+++ b/docs/autoapi/abacusai/concatenation_config/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/cpu_gpu_memory_specs/index.html b/docs/autoapi/abacusai/cpu_gpu_memory_specs/index.html
index 10241102..b6c4b74c 100644
--- a/docs/autoapi/abacusai/cpu_gpu_memory_specs/index.html
+++ b/docs/autoapi/abacusai/cpu_gpu_memory_specs/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/cryptography/index.html b/docs/autoapi/abacusai/cryptography/index.html
index 14541731..4c15ae39 100644
--- a/docs/autoapi/abacusai/cryptography/index.html
+++ b/docs/autoapi/abacusai/cryptography/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/custom_chat_instructions/index.html b/docs/autoapi/abacusai/custom_chat_instructions/index.html
index a69891b1..07ae1448 100644
--- a/docs/autoapi/abacusai/custom_chat_instructions/index.html
+++ b/docs/autoapi/abacusai/custom_chat_instructions/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/custom_loss_function/index.html b/docs/autoapi/abacusai/custom_loss_function/index.html
index f3071aa3..ffd64e53 100644
--- a/docs/autoapi/abacusai/custom_loss_function/index.html
+++ b/docs/autoapi/abacusai/custom_loss_function/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/custom_metric/index.html b/docs/autoapi/abacusai/custom_metric/index.html
index 66b7e39e..6f19d904 100644
--- a/docs/autoapi/abacusai/custom_metric/index.html
+++ b/docs/autoapi/abacusai/custom_metric/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
 </li>
diff --git a/docs/autoapi/abacusai/custom_metric_version/index.html b/docs/autoapi/abacusai/custom_metric_version/index.html
index 8b261d02..ef41d43f 100644
--- a/docs/autoapi/abacusai/custom_metric_version/index.html
+++ b/docs/autoapi/abacusai/custom_metric_version/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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index a685f656..da2ad458 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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index 224945c6..dcc32b6c 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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index 1536545e..55d55961 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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index 3ff9a2c0..731a82fd 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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+++ b/docs/autoapi/abacusai/forecasting_analysis_graph_data/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/forecasting_monitor_item_analysis/index.html b/docs/autoapi/abacusai/forecasting_monitor_item_analysis/index.html
index 5732cb66..d0d5c082 100644
--- a/docs/autoapi/abacusai/forecasting_monitor_item_analysis/index.html
+++ b/docs/autoapi/abacusai/forecasting_monitor_item_analysis/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/forecasting_monitor_summary/index.html b/docs/autoapi/abacusai/forecasting_monitor_summary/index.html
index d56d31f5..f4b98e63 100644
--- a/docs/autoapi/abacusai/forecasting_monitor_summary/index.html
+++ b/docs/autoapi/abacusai/forecasting_monitor_summary/index.html
@@ -280,6 +280,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/function_logs/index.html b/docs/autoapi/abacusai/function_logs/index.html
index 93e350a9..36645e7e 100644
--- a/docs/autoapi/abacusai/function_logs/index.html
+++ b/docs/autoapi/abacusai/function_logs/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/generated_pit_feature_config_option/index.html b/docs/autoapi/abacusai/generated_pit_feature_config_option/index.html
index 78344c5e..27df663e 100644
--- a/docs/autoapi/abacusai/generated_pit_feature_config_option/index.html
+++ b/docs/autoapi/abacusai/generated_pit_feature_config_option/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/global_context/index.html b/docs/autoapi/abacusai/global_context/index.html
index 2f91552a..b302eeac 100644
--- a/docs/autoapi/abacusai/global_context/index.html
+++ b/docs/autoapi/abacusai/global_context/index.html
@@ -281,6 +281,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/graph_dashboard/index.html b/docs/autoapi/abacusai/graph_dashboard/index.html
index 495633d6..1bf8b1f1 100644
--- a/docs/autoapi/abacusai/graph_dashboard/index.html
+++ b/docs/autoapi/abacusai/graph_dashboard/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/holdout_analysis/index.html b/docs/autoapi/abacusai/holdout_analysis/index.html
index d1f4f132..b51e3387 100644
--- a/docs/autoapi/abacusai/holdout_analysis/index.html
+++ b/docs/autoapi/abacusai/holdout_analysis/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/holdout_analysis_version/index.html b/docs/autoapi/abacusai/holdout_analysis_version/index.html
index 112a5fa1..e1fab9e5 100644
--- a/docs/autoapi/abacusai/holdout_analysis_version/index.html
+++ b/docs/autoapi/abacusai/holdout_analysis_version/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/hosted_model_token/index.html b/docs/autoapi/abacusai/hosted_model_token/index.html
index 221a1db7..7c84b7a2 100644
--- a/docs/autoapi/abacusai/hosted_model_token/index.html
+++ b/docs/autoapi/abacusai/hosted_model_token/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/image_gen_settings/index.html b/docs/autoapi/abacusai/image_gen_settings/index.html
index a2b801f1..5ece0d68 100644
--- a/docs/autoapi/abacusai/image_gen_settings/index.html
+++ b/docs/autoapi/abacusai/image_gen_settings/index.html
@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/index.html b/docs/autoapi/abacusai/index.html
index b0b22201..e625dac1 100644
--- a/docs/autoapi/abacusai/index.html
+++ b/docs/autoapi/abacusai/index.html
@@ -276,6 +276,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
 </ul>
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@@ -528,6 +529,7 @@
 <li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowNodeInputMapping.source_prop"><code class="docutils literal notranslate"><span class="pre">WorkflowNodeInputMapping.source_prop</span></code></a></li>
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+<li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowNodeInputMapping.constant_value"><code class="docutils literal notranslate"><span class="pre">WorkflowNodeInputMapping.constant_value</span></code></a></li>
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@@ -542,6 +544,7 @@
 <li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowNodeInputSchema.to_dict"><code class="docutils literal notranslate"><span class="pre">WorkflowNodeInputSchema.to_dict()</span></code></a></li>
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+<li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowNodeInputSchema.from_input_mappings"><code class="docutils literal notranslate"><span class="pre">WorkflowNodeInputSchema.from_input_mappings()</span></code></a></li>
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@@ -590,6 +593,7 @@
 <li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowGraph.edges"><code class="docutils literal notranslate"><span class="pre">WorkflowGraph.edges</span></code></a></li>
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+<li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowGraph.__post_init__"><code class="docutils literal notranslate"><span class="pre">WorkflowGraph.__post_init__()</span></code></a></li>
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+<li class="toctree-l4"><a class="reference internal" href="#abacusai.LLMName.QWEN_2_5_32B_BASE"><code class="docutils literal notranslate"><span class="pre">LLMName.QWEN_2_5_32B_BASE</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="#abacusai.LLMName.QWEN_2_5_72B"><code class="docutils literal notranslate"><span class="pre">LLMName.QWEN_2_5_72B</span></code></a></li>
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+<li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowNodeInputType.CONSTANT"><code class="docutils literal notranslate"><span class="pre">WorkflowNodeInputType.CONSTANT</span></code></a></li>
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+<li class="toctree-l4"><a class="reference internal" href="#abacusai.CodeAutocompleteResponse.show_autocomplete"><code class="docutils literal notranslate"><span class="pre">CodeAutocompleteResponse.show_autocomplete</span></code></a></li>
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@@ -6363,6 +6371,13 @@
 <li class="toctree-l4"><a class="reference internal" href="#abacusai.Webhook.delete"><code class="docutils literal notranslate"><span class="pre">Webhook.delete()</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="#id23"><code class="docutils literal notranslate"><span class="pre">WorkflowGraphNode</span></code></a><ul>
+<li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowGraphNode.workflow_graph_node"><code class="docutils literal notranslate"><span class="pre">WorkflowGraphNode.workflow_graph_node</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowGraphNode.deprecated_keys"><code class="docutils literal notranslate"><span class="pre">WorkflowGraphNode.deprecated_keys</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowGraphNode.__repr__"><code class="docutils literal notranslate"><span class="pre">WorkflowGraphNode.__repr__()</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id24"><code class="docutils literal notranslate"><span class="pre">WorkflowGraphNode.to_dict()</span></code></a></li>
+</ul>
+</li>
 <li class="toctree-l3"><a class="reference internal" href="#abacusai.WorkflowNodeTemplate"><code class="docutils literal notranslate"><span class="pre">WorkflowNodeTemplate</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="#abacusai.WorkflowNodeTemplate.workflow_node_template_id"><code class="docutils literal notranslate"><span class="pre">WorkflowNodeTemplate.workflow_node_template_id</span></code></a></li>
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@@ -6647,6 +6662,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <li class="toctree-l1"><a class="reference internal" href="web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l1"><a class="reference internal" href="web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l1"><a class="reference internal" href="webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l1"><a class="reference internal" href="workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l1"><a class="reference internal" href="workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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 </div>
@@ -6753,8 +6769,8 @@ <h2>Classes<a class="headerlink" href="#classes" title="Link to this heading">
 <tr class="row-odd"><td><p><a class="reference internal" href="#abacusai.TriggerConfig" title="abacusai.TriggerConfig"><code class="xref py py-obj docutils literal notranslate"><span class="pre">TriggerConfig</span></code></a></p></td>
 <td><p>Represents the configuration for a trigger workflow node.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WorkflowGraphNode</span></code></a></p></td>
-<td><p>Represents a node in an Agent workflow graph.</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WorkflowGraphNode</span></code></a></p></td>
+<td><p>A workflow graph node in the workflow graph.</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="#abacusai.WorkflowGraphEdge" title="abacusai.WorkflowGraphEdge"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WorkflowGraphEdge</span></code></a></p></td>
 <td><p>Represents an edge in an Agent workflow graph.</p></td>
@@ -8004,7 +8020,10 @@ <h2>Classes<a class="headerlink" href="#classes" title="Link to this heading">
 <tr class="row-even"><td><p><a class="reference internal" href="#abacusai.Webhook" title="abacusai.Webhook"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Webhook</span></code></a></p></td>
 <td><p>A Abacus.AI Webhook attached to an endpoint and event trigger for a given object.</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#abacusai.WorkflowNodeTemplate" title="abacusai.WorkflowNodeTemplate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WorkflowNodeTemplate</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WorkflowGraphNode</span></code></a></p></td>
+<td><p>A workflow graph node in the workflow graph.</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#abacusai.WorkflowNodeTemplate" title="abacusai.WorkflowNodeTemplate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WorkflowNodeTemplate</span></code></a></p></td>
 <td><p>A workflow node template.</p></td>
 </tr>
 </tbody>
@@ -9611,6 +9630,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 Set to <cite>None</cite> if the type is <cite>USER_INPUT</cite> and the variable doesn’t need a pre-filled initial value.</p></li>
 <li><p><strong>is_required</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a>) – Indicates whether the input is required. Defaults to True.</p></li>
 <li><p><strong>description</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – The description of this input.</p></li>
+<li><p><strong>constant_value</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – The constant value of this input if variable type is CONSTANT. Only applicable for template nodes.</p></li>
 </ul>
 </dd>
 </dl>
@@ -9644,6 +9664,11 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.WorkflowNodeInputMapping.description" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.WorkflowNodeInputMapping.constant_value">
+<span class="sig-name descname"><span class="pre">constant_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.WorkflowNodeInputMapping.constant_value" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.WorkflowNodeInputMapping.__post_init__">
 <span class="sig-name descname"><span class="pre">__post_init__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowNodeInputMapping.__post_init__" title="Link to this definition"></a></dt>
@@ -9740,6 +9765,17 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.WorkflowNodeInputSchema.from_input_mappings">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_input_mappings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowNodeInputSchema.from_input_mappings" title="Link to this definition"></a></dt>
+<dd><p>Creates a json_schema for the input schema of the node from it’s input mappings.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>input_mappings</strong> (<em>List</em><em>[</em><a class="reference internal" href="#abacusai.WorkflowNodeInputMapping" title="abacusai.WorkflowNodeInputMapping"><em>WorkflowNodeInputMapping</em></a><em>]</em>) – The input mappings for the node.</p>
+</dd>
+</dl>
+</dd></dl>
+
 </dd></dl>
 
 <dl class="py class">
@@ -9868,7 +9904,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 
 <dl class="py class">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraphNode">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.</span></span><span class="sig-name descname"><span class="pre">WorkflowGraphNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_code</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">template_metadata</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trigger_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowGraphNode" title="Link to this definition"></a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.</span></span><span class="sig-name descname"><span class="pre">WorkflowGraphNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_mappings</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_code</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">template_metadata</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trigger_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowGraphNode" title="Link to this definition"></a></dt>
 <dd><p>Bases: <a class="reference internal" href="api_class/abstract/index.html#abacusai.api_class.abstract.ApiClass" title="abacusai.api_class.abstract.ApiClass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">abacusai.api_class.abstract.ApiClass</span></code></a></p>
 <p>Represents a node in an Agent workflow graph.</p>
 <dl class="field-list simple">
@@ -9880,10 +9916,6 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <li><p><strong>function</strong> (<em>callable</em>) – The callable node function reference.</p></li>
 <li><p><strong>input_schema</strong> (<a class="reference internal" href="#abacusai.WorkflowNodeInputSchema" title="abacusai.WorkflowNodeInputSchema"><em>WorkflowNodeInputSchema</em></a>) – The react json schema for the user input variables.</p></li>
 <li><p><strong>output_schema</strong> (<a class="reference internal" href="#abacusai.WorkflowNodeOutputSchema" title="abacusai.WorkflowNodeOutputSchema"><em>WorkflowNodeOutputSchema</em></a>) – The react json schema for the output to be shown on UI.</p></li>
-<li><p><strong>function_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>)</p></li>
-<li><p><strong>source_code</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>)</p></li>
-<li><p><strong>template_metadata</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><em>dict</em></a>)</p></li>
-<li><p><strong>trigger_config</strong> (<a class="reference internal" href="#abacusai.TriggerConfig" title="abacusai.TriggerConfig"><em>TriggerConfig</em></a>)</p></li>
 </ul>
 </dd>
 </dl>
@@ -9968,14 +10000,19 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraphNode.__getattribute__">
 <span class="sig-name descname"><span class="pre">__getattribute__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowGraphNode.__getattribute__" title="Link to this definition"></a></dt>
-<dd></dd></dl>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>__name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>)</p>
+</dd>
+</dl>
+</dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraphNode.Outputs">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Outputs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowGraphNode.Outputs" title="Link to this definition"></a></dt>
 <dd><dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>node</strong> (<a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a>)</p>
+<dd class="field-odd"><p><strong>node</strong> (<a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a>)</p>
 </dd>
 </dl>
 <dl class="py attribute">
@@ -10015,12 +10052,12 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 </dl>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraphEdge.source">
-<span class="sig-name descname"><span class="pre">source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a></em><a class="headerlink" href="#abacusai.WorkflowGraphEdge.source" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a></em><a class="headerlink" href="#abacusai.WorkflowGraphEdge.source" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraphEdge.target">
-<span class="sig-name descname"><span class="pre">target</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a></em><a class="headerlink" href="#abacusai.WorkflowGraphEdge.target" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">target</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a></em><a class="headerlink" href="#abacusai.WorkflowGraphEdge.target" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
@@ -10044,25 +10081,25 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>nodes</strong> (<em>List</em><em>[</em><a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a><em>]</em>) – A list of nodes in the workflow graph.</p></li>
+<li><p><strong>nodes</strong> (<em>List</em><em>[</em><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a><em>]</em>) – A list of nodes in the workflow graph.</p></li>
 <li><p><strong>edges</strong> (<em>List</em><em>[</em><a class="reference internal" href="#abacusai.WorkflowGraphEdge" title="abacusai.WorkflowGraphEdge"><em>WorkflowGraphEdge</em></a><em>]</em>) – A list of edges in the workflow graph, where each edge is a tuple of source, target, and details.</p></li>
-<li><p><strong>primary_start_node</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a><em>, </em><a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a><em>]</em>) – The primary node to start the workflow from.</p></li>
+<li><p><strong>primary_start_node</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a><em>, </em><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a><em>]</em>) – The primary node to start the workflow from.</p></li>
 </ul>
 </dd>
 </dl>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraph.nodes">
-<span class="sig-name descname"><span class="pre">nodes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[]</span></em><a class="headerlink" href="#abacusai.WorkflowGraph.nodes" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">nodes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[]</span></em><a class="headerlink" href="#abacusai.WorkflowGraph.nodes" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraph.edges">
-<span class="sig-name descname"><span class="pre">edges</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.WorkflowGraphEdge" title="abacusai.WorkflowGraphEdge"><span class="pre">WorkflowGraphEdge</span></a><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[]</span></em><a class="headerlink" href="#abacusai.WorkflowGraph.edges" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">edges</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#abacusai.WorkflowGraphEdge" title="abacusai.WorkflowGraphEdge"><span class="pre">WorkflowGraphEdge</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">[]</span></em><a class="headerlink" href="#abacusai.WorkflowGraph.edges" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraph.primary_start_node">
-<span class="sig-name descname"><span class="pre">primary_start_node</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.WorkflowGraph.primary_start_node" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">primary_start_node</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><span class="pre">WorkflowGraphNode</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.WorkflowGraph.primary_start_node" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
@@ -10070,6 +10107,11 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">common_source_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.WorkflowGraph.common_source_code" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.WorkflowGraph.__post_init__">
+<span class="sig-name descname"><span class="pre">__post_init__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowGraph.__post_init__" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.WorkflowGraph.to_dict">
 <span class="sig-name descname"><span class="pre">to_dict</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowGraph.to_dict" title="Link to this definition"></a></dt>
@@ -14100,6 +14142,16 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">QWEN_2_5_32B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_32B'</span></em><a class="headerlink" href="#abacusai.LLMName.QWEN_2_5_32B" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.LLMName.QWEN_2_5_32B_BASE">
+<span class="sig-name descname"><span class="pre">QWEN_2_5_32B_BASE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_32B_BASE'</span></em><a class="headerlink" href="#abacusai.LLMName.QWEN_2_5_32B_BASE" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.LLMName.QWEN_2_5_72B">
+<span class="sig-name descname"><span class="pre">QWEN_2_5_72B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWEN_2_5_72B'</span></em><a class="headerlink" href="#abacusai.LLMName.QWEN_2_5_72B" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.LLMName.QWQ_32B">
 <span class="sig-name descname"><span class="pre">QWQ_32B</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QWQ_32B'</span></em><a class="headerlink" href="#abacusai.LLMName.QWQ_32B" title="Link to this definition"></a></dt>
@@ -14377,6 +14429,11 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">IGNORE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IGNORE'</span></em><a class="headerlink" href="#abacusai.WorkflowNodeInputType.IGNORE" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.WorkflowNodeInputType.CONSTANT">
+<span class="sig-name descname"><span class="pre">CONSTANT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONSTANT'</span></em><a class="headerlink" href="#abacusai.WorkflowNodeInputType.CONSTANT" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 </dd></dl>
 
 <dl class="py class">
@@ -21183,7 +21240,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>node</strong> (<a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a>) – The workflow node to be executed.</p></li>
+<li><p><strong>node</strong> (<a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a>) – The workflow node to be executed.</p></li>
 <li><p><strong>inputs</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><em>dict</em></a>) – The inputs to be passed to the node function.</p></li>
 </ul>
 </dd>
@@ -24385,7 +24442,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <dl class="py method">
 <dt class="sig sig-object py" id="abacusai.ApiClient.extract_document_data">
 <span class="sig-name descname"><span class="pre">extract_document_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">document</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">doc_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">document_processing_config</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_page</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_page</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_extracted_page_text</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.ApiClient.extract_document_data" title="Link to this definition"></a></dt>
-<dd><p>Extracts data from a document.</p>
+<dd><p>Extracts data from a document using either OCR (for scanned documents/images) or embedded text extraction (for digital documents like .docx). Configure the extraction method through DocumentProcessingConfig</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -28544,7 +28601,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <li><p><strong>messages</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><em>list</em></a>) – A list of messages to use as conversation history. For completion models like OPENAI_GPT3_5_TEXT and PALM_TEXT this should not be set. A message is a dict with attributes: is_user (bool): Whether the message is from the user. text (str): The message’s text. attachments (list): The files attached to the message represented as a list of dictionaries [{“doc_id”: &lt;doc_id1&gt;}, {“doc_id”: &lt;doc_id2&gt;}]</p></li>
 <li><p><strong>response_type</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – Specifies the type of response to request from the LLM. One of ‘text’ and ‘json’. If set to ‘json’, the LLM will respond with a json formatted string whose schema can be specified <cite>json_response_schema</cite>. Defaults to ‘text’</p></li>
 <li><p><strong>json_response_schema</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><em>dict</em></a>) – A dictionary specifying the keys/schema/parameters which LLM should adhere to in its response when <cite>response_type</cite> is ‘json’. Each parameter is mapped to a dict with the following info - type (str) (required): Data type of the parameter. description (str) (required): Description of the parameter. is_required (bool) (optional): Whether the parameter is required or not. Example: json_response_schema = {‘title’: {‘type’: ‘string’, ‘description’: ‘Article title’, ‘is_required’: true}, ‘body’: {‘type’: ‘string’, ‘description’: ‘Article body’}}</p></li>
-<li><p><strong>stop_sequences</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><em>list</em></a>) – Specifies the strings on which the LLM will stop generation.</p></li>
+<li><p><strong>stop_sequences</strong> (<em>List</em>) – Specifies the strings on which the LLM will stop generation.</p></li>
 <li><p><strong>top_p</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.13)"><em>float</em></a>) – The nucleus sampling value used for this run. If set, the model will sample from the smallest set of tokens whose cumulative probability exceeds the probability <cite>top_p</cite>. Default is 1.0. A range of 0.0 - 1.0 is allowed. It is generally recommended to use either temperature sampling or nucleus sampling, but not both.</p></li>
 </ul>
 </dd>
@@ -32242,7 +32299,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 
 <dl class="py class">
 <dt class="sig sig-object py" id="abacusai.CodeAutocompleteResponse">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.</span></span><span class="sig-name descname"><span class="pre">CodeAutocompleteResponse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">autocompleteResponse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.CodeAutocompleteResponse" title="Link to this definition"></a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.</span></span><span class="sig-name descname"><span class="pre">CodeAutocompleteResponse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">autocompleteResponse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">showAutocomplete</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.CodeAutocompleteResponse" title="Link to this definition"></a></dt>
 <dd><p>Bases: <a class="reference internal" href="return_class/index.html#abacusai.return_class.AbstractApiClass" title="abacusai.return_class.AbstractApiClass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">abacusai.return_class.AbstractApiClass</span></code></a></p>
 <p>A autocomplete response from an LLM</p>
 <dl class="field-list simple">
@@ -32250,6 +32307,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>client</strong> (<a class="reference internal" href="#abacusai.ApiClient" title="abacusai.ApiClient"><em>ApiClient</em></a>) – An authenticated API Client instance</p></li>
 <li><p><strong>autocompleteResponse</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a>) – autocomplete code</p></li>
+<li><p><strong>showAutocomplete</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a>) – Whether to show autocomplete in the client</p></li>
 </ul>
 </dd>
 </dl>
@@ -32258,6 +32316,11 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <span class="sig-name descname"><span class="pre">autocomplete_response</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.CodeAutocompleteResponse.autocomplete_response" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.CodeAutocompleteResponse.show_autocomplete">
+<span class="sig-name descname"><span class="pre">show_autocomplete</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#abacusai.CodeAutocompleteResponse.show_autocomplete" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
 <dl class="py attribute">
 <dt class="sig sig-object py" id="abacusai.CodeAutocompleteResponse.deprecated_keys">
 <span class="sig-name descname"><span class="pre">deprecated_keys</span></span><a class="headerlink" href="#abacusai.CodeAutocompleteResponse.deprecated_keys" title="Link to this definition"></a></dt>
@@ -55524,7 +55587,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>client</strong> (<a class="reference internal" href="#abacusai.ApiClient" title="abacusai.ApiClient"><em>ApiClient</em></a>) – An authenticated API Client instance</p></li>
 <li><p><strong>notebookCode</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><em>list</em></a>) – The boilerplate code that needs to be shown in notebook for creating workflow graph node using corresponding template.</p></li>
-<li><p><strong>workflowGraphNode</strong> (<a class="reference internal" href="#abacusai.WorkflowGraphNode" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a>) – The workflow graph node object corresponding to the template.</p></li>
+<li><p><strong>workflowGraphNode</strong> (<a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a>) – The workflow graph node object corresponding to the template.</p></li>
 </ul>
 </dd>
 </dl>
@@ -56884,6 +56947,50 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="id23">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.</span></span><span class="sig-name descname"><span class="pre">WorkflowGraphNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workflowGraphNode</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#id23" title="Link to this definition"></a></dt>
+<dd><p>Bases: <a class="reference internal" href="return_class/index.html#abacusai.return_class.AbstractApiClass" title="abacusai.return_class.AbstractApiClass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">abacusai.return_class.AbstractApiClass</span></code></a></p>
+<p>A workflow graph node in the workflow graph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>client</strong> (<a class="reference internal" href="#abacusai.ApiClient" title="abacusai.ApiClient"><em>ApiClient</em></a>) – An authenticated API Client instance</p></li>
+<li><p><strong>workflowGraphNode</strong> (<a class="reference internal" href="#id23" title="abacusai.WorkflowGraphNode"><em>WorkflowGraphNode</em></a>) – The workflow graph node object.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.WorkflowGraphNode.workflow_graph_node">
+<span class="sig-name descname"><span class="pre">workflow_graph_node</span></span><a class="headerlink" href="#abacusai.WorkflowGraphNode.workflow_graph_node" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.WorkflowGraphNode.deprecated_keys">
+<span class="sig-name descname"><span class="pre">deprecated_keys</span></span><a class="headerlink" href="#abacusai.WorkflowGraphNode.deprecated_keys" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.WorkflowGraphNode.__repr__">
+<span class="sig-name descname"><span class="pre">__repr__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowGraphNode.__repr__" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="id24">
+<span class="sig-name descname"><span class="pre">to_dict</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#id24" title="Link to this definition"></a></dt>
+<dd><p>Get a dict representation of the parameters in this class</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The dict value representation of the class parameters</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)">dict</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
 <dl class="py class">
 <dt class="sig sig-object py" id="abacusai.WorkflowNodeTemplate">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.</span></span><span class="sig-name descname"><span class="pre">WorkflowNodeTemplate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workflowNodeTemplateId</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">functionName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sourceCode</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">packageRequirements</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tags</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">additionalConfigs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">templateConfigs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.WorkflowNodeTemplate" title="Link to this definition"></a></dt>
@@ -56990,7 +57097,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Link t
 
 <dl class="py data">
 <dt class="sig sig-object py" id="abacusai.__version__">
-<span class="sig-prename descclassname"><span class="pre">abacusai.</span></span><span class="sig-name descname"><span class="pre">__version__</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'1.4.23'</span></em><a class="headerlink" href="#abacusai.__version__" title="Link to this definition"></a></dt>
+<span class="sig-prename descclassname"><span class="pre">abacusai.</span></span><span class="sig-name descname"><span class="pre">__version__</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'1.4.24'</span></em><a class="headerlink" href="#abacusai.__version__" title="Link to this definition"></a></dt>
 <dd></dd></dl>
 
 </section>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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index af47c056..ebea2b3b 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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index 7c8eb0d0..dbfb1c5e 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
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index 2765184d..6173941f 100644
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+++ b/docs/autoapi/abacusai/streaming_row_count/index.html
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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diff --git a/docs/autoapi/abacusai/streaming_sample_code/index.html b/docs/autoapi/abacusai/streaming_sample_code/index.html
index df246304..52e6cd79 100644
--- a/docs/autoapi/abacusai/streaming_sample_code/index.html
+++ b/docs/autoapi/abacusai/streaming_sample_code/index.html
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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--- a/docs/autoapi/abacusai/template_node_details/index.html
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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index 6eae3ed5..8ffad4d6 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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--- a/docs/autoapi/abacusai/tone_details/index.html
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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diff --git a/docs/autoapi/abacusai/training_config_options/index.html b/docs/autoapi/abacusai/training_config_options/index.html
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--- a/docs/autoapi/abacusai/training_config_options/index.html
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@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/twitter_search_result/index.html b/docs/autoapi/abacusai/twitter_search_result/index.html
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--- a/docs/autoapi/abacusai/twitter_search_result/index.html
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@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/upload/index.html b/docs/autoapi/abacusai/upload/index.html
index 805a3df6..7747a8a5 100644
--- a/docs/autoapi/abacusai/upload/index.html
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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index 06dcf42e..303e3ae7 100644
--- a/docs/autoapi/abacusai/upload_part/index.html
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@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/use_case/index.html b/docs/autoapi/abacusai/use_case/index.html
index 3f5cec3b..a4103ceb 100644
--- a/docs/autoapi/abacusai/use_case/index.html
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@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/use_case_requirements/index.html b/docs/autoapi/abacusai/use_case_requirements/index.html
index 653323de..a4ffe60a 100644
--- a/docs/autoapi/abacusai/use_case_requirements/index.html
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@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/user/index.html b/docs/autoapi/abacusai/user/index.html
index 2ce17e47..9f4965c7 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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diff --git a/docs/autoapi/abacusai/user_exception/index.html b/docs/autoapi/abacusai/user_exception/index.html
index ed08e970..d0744181 100644
--- a/docs/autoapi/abacusai/user_exception/index.html
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@@ -280,6 +280,7 @@
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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index eab12603..76b4f695 100644
--- a/docs/autoapi/abacusai/video_search_result/index.html
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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index 931e92bb..aa6f8547 100644
--- a/docs/autoapi/abacusai/web_page_response/index.html
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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index 99344276..cb622936 100644
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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@@ -280,6 +280,7 @@
 </ul>
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 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../workflow_node_template/index.html">abacusai.workflow_node_template</a></li>
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     <link rel="search" title="Search" href="../../../search.html" />
-    <link rel="next" title="abacusai.workflow_node_template" href="../workflow_node_template/index.html" />
+    <link rel="next" title="abacusai.workflow_graph_node" href="../workflow_graph_node/index.html" />
     <link rel="prev" title="abacusai.web_search_result" href="../web_search_result/index.html" /> 
 </head>
 
@@ -280,6 +280,7 @@
 <li class="toctree-l4"><a class="reference internal" href="#module-contents">Module Contents</a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
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 </ul>
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@@ -470,7 +471,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
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-        <a href="../workflow_node_template/index.html" class="btn btn-neutral float-right" title="abacusai.workflow_node_template" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="../workflow_graph_node/index.html" class="btn btn-neutral float-right" title="abacusai.workflow_graph_node" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
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new file mode 100644
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+++ b/docs/autoapi/abacusai/workflow_graph_node/index.html
@@ -0,0 +1,413 @@
+
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+<!DOCTYPE html>
+<html class="writer-html5" lang="en" data-content_root="../../../">
+<head>
+  <meta charset="utf-8" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>abacusai.workflow_graph_node &mdash; AbacusAI  documentation</title>
+      <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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+<li class="toctree-l1 current"><a class="reference internal" href="../index.html">abacusai</a><ul class="current">
+<li class="toctree-l2 current"><a class="reference internal" href="../index.html#submodules">Submodules</a><ul class="current">
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+      <li class="breadcrumb-item active">abacusai.workflow_graph_node</li>
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+            <a href="../../../_sources/autoapi/abacusai/workflow_graph_node/index.rst.txt" rel="nofollow"> View page source</a>
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+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+             
+  <section id="module-abacusai.workflow_graph_node">
+<span id="abacusai-workflow-graph-node"></span><h1>abacusai.workflow_graph_node<a class="headerlink" href="#module-abacusai.workflow_graph_node" title="Link to this heading"></a></h1>
+<section id="classes">
+<h2>Classes<a class="headerlink" href="#classes" title="Link to this heading"></a></h2>
+<table class="autosummary longtable docutils align-default">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="#abacusai.workflow_graph_node.WorkflowGraphNode" title="abacusai.workflow_graph_node.WorkflowGraphNode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WorkflowGraphNode</span></code></a></p></td>
+<td><p>A workflow graph node in the workflow graph.</p></td>
+</tr>
+</tbody>
+</table>
+</section>
+<section id="module-contents">
+<h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to this heading"></a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="abacusai.workflow_graph_node.WorkflowGraphNode">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">abacusai.workflow_graph_node.</span></span><span class="sig-name descname"><span class="pre">WorkflowGraphNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workflowGraphNode</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.workflow_graph_node.WorkflowGraphNode" title="Link to this definition"></a></dt>
+<dd><p>Bases: <a class="reference internal" href="../return_class/index.html#abacusai.return_class.AbstractApiClass" title="abacusai.return_class.AbstractApiClass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">abacusai.return_class.AbstractApiClass</span></code></a></p>
+<p>A workflow graph node in the workflow graph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>client</strong> (<a class="reference internal" href="../client/index.html#abacusai.client.ApiClient" title="abacusai.client.ApiClient"><em>ApiClient</em></a>) – An authenticated API Client instance</p></li>
+<li><p><strong>workflowGraphNode</strong> (<a class="reference internal" href="#abacusai.workflow_graph_node.WorkflowGraphNode" title="abacusai.workflow_graph_node.WorkflowGraphNode"><em>WorkflowGraphNode</em></a>) – The workflow graph node object.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.workflow_graph_node.WorkflowGraphNode.workflow_graph_node">
+<span class="sig-name descname"><span class="pre">workflow_graph_node</span></span><a class="headerlink" href="#abacusai.workflow_graph_node.WorkflowGraphNode.workflow_graph_node" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="abacusai.workflow_graph_node.WorkflowGraphNode.deprecated_keys">
+<span class="sig-name descname"><span class="pre">deprecated_keys</span></span><a class="headerlink" href="#abacusai.workflow_graph_node.WorkflowGraphNode.deprecated_keys" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.workflow_graph_node.WorkflowGraphNode.__repr__">
+<span class="sig-name descname"><span class="pre">__repr__</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.workflow_graph_node.WorkflowGraphNode.__repr__" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="abacusai.workflow_graph_node.WorkflowGraphNode.to_dict">
+<span class="sig-name descname"><span class="pre">to_dict</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#abacusai.workflow_graph_node.WorkflowGraphNode.to_dict" title="Link to this definition"></a></dt>
+<dd><p>Get a dict representation of the parameters in this class</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The dict value representation of the class parameters</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)">dict</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+
+
+           </div>
+          </div>
+          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
+        <a href="../webhook/index.html" class="btn btn-neutral float-left" title="abacusai.webhook" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="../workflow_node_template/index.html" class="btn btn-neutral float-right" title="abacusai.workflow_node_template" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+    </div>
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+
+  <div role="contentinfo">
+    <p>&#169; Copyright 2022, Abacus.ai.</p>
+  </div>
+
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diff --git a/docs/autoapi/abacusai/workflow_node_template/index.html b/docs/autoapi/abacusai/workflow_node_template/index.html
index ded7915e..7e410c5f 100644
--- a/docs/autoapi/abacusai/workflow_node_template/index.html
+++ b/docs/autoapi/abacusai/workflow_node_template/index.html
@@ -20,7 +20,7 @@
     <script src="../../../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
-    <link rel="prev" title="abacusai.webhook" href="../webhook/index.html" /> 
+    <link rel="prev" title="abacusai.workflow_graph_node" href="../workflow_graph_node/index.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -275,6 +275,7 @@
 <li class="toctree-l3"><a class="reference internal" href="../web_search_response/index.html">abacusai.web_search_response</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../web_search_result/index.html">abacusai.web_search_result</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../webhook/index.html">abacusai.webhook</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../workflow_graph_node/index.html">abacusai.workflow_graph_node</a></li>
 <li class="toctree-l3 current"><a class="current reference internal" href="#">abacusai.workflow_node_template</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="#classes">Classes</a></li>
 <li class="toctree-l4"><a class="reference internal" href="#module-contents">Module Contents</a></li>
@@ -441,7 +442,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="../webhook/index.html" class="btn btn-neutral float-left" title="abacusai.webhook" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="../workflow_graph_node/index.html" class="btn btn-neutral float-left" title="abacusai.workflow_graph_node" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
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   <hr/>
diff --git a/docs/genindex.html b/docs/genindex.html
index da71b8a7..fe425fea 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -169,6 +169,8 @@ <h2 id="_">_</h2>
         <li><a href="autoapi/abacusai/api_class/abstract/index.html#abacusai.api_class.abstract.ApiClass.__post_init__">(abacusai.api_class.abstract.ApiClass method)</a>
 </li>
         <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.AccuracyBelowThresholdConditionConfig.__post_init__">(abacusai.api_class.AccuracyBelowThresholdConditionConfig method)</a>
+</li>
+        <li><a href="autoapi/abacusai/api_class/ai_agents/index.html#abacusai.api_class.ai_agents.WorkflowGraph.__post_init__">(abacusai.api_class.ai_agents.WorkflowGraph method)</a>
 </li>
         <li><a href="autoapi/abacusai/api_class/ai_agents/index.html#abacusai.api_class.ai_agents.WorkflowNodeInputMapping.__post_init__">(abacusai.api_class.ai_agents.WorkflowNodeInputMapping method)</a>
 </li>
@@ -477,6 +479,8 @@ <h2 id="_">_</h2>
         <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.UnionTransformConfig.__post_init__">(abacusai.api_class.UnionTransformConfig method)</a>
 </li>
         <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.UnpivotConfig.__post_init__">(abacusai.api_class.UnpivotConfig method)</a>
+</li>
+        <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.WorkflowGraph.__post_init__">(abacusai.api_class.WorkflowGraph method)</a>
 </li>
         <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.WorkflowNodeInputMapping.__post_init__">(abacusai.api_class.WorkflowNodeInputMapping method)</a>
 </li>
@@ -629,6 +633,8 @@ <h2 id="_">_</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.UnionTransformConfig.__post_init__">(abacusai.UnionTransformConfig method)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.UnpivotConfig.__post_init__">(abacusai.UnpivotConfig method)</a>
+</li>
+        <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraph.__post_init__">(abacusai.WorkflowGraph method)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowNodeInputMapping.__post_init__">(abacusai.WorkflowNodeInputMapping method)</a>
 </li>
@@ -1521,8 +1527,12 @@ <h2 id="_">_</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.WebSearchResponse.__repr__">(abacusai.WebSearchResponse method)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.WebSearchResult.__repr__">(abacusai.WebSearchResult method)</a>
+</li>
+        <li><a href="autoapi/abacusai/workflow_graph_node/index.html#abacusai.workflow_graph_node.WorkflowGraphNode.__repr__">(abacusai.workflow_graph_node.WorkflowGraphNode method)</a>
 </li>
         <li><a href="autoapi/abacusai/workflow_node_template/index.html#abacusai.workflow_node_template.WorkflowNodeTemplate.__repr__">(abacusai.workflow_node_template.WorkflowNodeTemplate method)</a>
+</li>
+        <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraphNode.__repr__">(abacusai.WorkflowGraphNode method)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowNodeTemplate.__repr__">(abacusai.WorkflowNodeTemplate method)</a>
 </li>
@@ -3721,6 +3731,13 @@ <h2 id="A">A</h2>
 
       <ul>
         <li><a href="autoapi/abacusai/webhook/index.html#module-abacusai.webhook">module</a>
+</li>
+      </ul></li>
+      <li>
+    abacusai.workflow_graph_node
+
+      <ul>
+        <li><a href="autoapi/abacusai/workflow_graph_node/index.html#module-abacusai.workflow_graph_node">module</a>
 </li>
       </ul></li>
       <li>
@@ -6867,11 +6884,23 @@ <h2 id="C">C</h2>
 </li>
       </ul></li>
       <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.ConstraintConfig.constant">constant (abacusai.api_class.ConstraintConfig attribute)</a>
+</li>
+      <li><a href="autoapi/abacusai/api_class/enums/index.html#abacusai.api_class.enums.WorkflowNodeInputType.CONSTANT">CONSTANT (abacusai.api_class.enums.WorkflowNodeInputType attribute)</a>
+</li>
+      <li><a href="autoapi/abacusai/api_class/project/index.html#abacusai.api_class.project.ConstraintConfig.constant">constant (abacusai.api_class.project.ConstraintConfig attribute)</a>
+</li>
+      <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.WorkflowNodeInputType.CONSTANT">CONSTANT (abacusai.api_class.WorkflowNodeInputType attribute)</a>
+</li>
+      <li><a href="autoapi/abacusai/index.html#abacusai.ConstraintConfig.constant">constant (abacusai.ConstraintConfig attribute)</a>
+</li>
+      <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowNodeInputType.CONSTANT">CONSTANT (abacusai.WorkflowNodeInputType attribute)</a>
+</li>
+      <li><a href="autoapi/abacusai/api_class/ai_agents/index.html#abacusai.api_class.ai_agents.WorkflowNodeInputMapping.constant_value">constant_value (abacusai.api_class.ai_agents.WorkflowNodeInputMapping attribute)</a>
 
       <ul>
-        <li><a href="autoapi/abacusai/api_class/project/index.html#abacusai.api_class.project.ConstraintConfig.constant">(abacusai.api_class.project.ConstraintConfig attribute)</a>
+        <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.WorkflowNodeInputMapping.constant_value">(abacusai.api_class.WorkflowNodeInputMapping attribute)</a>
 </li>
-        <li><a href="autoapi/abacusai/index.html#abacusai.ConstraintConfig.constant">(abacusai.ConstraintConfig attribute)</a>
+        <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowNodeInputMapping.constant_value">(abacusai.WorkflowNodeInputMapping attribute)</a>
 </li>
       </ul></li>
       <li><a href="autoapi/abacusai/index.html#abacusai.ConstraintConfig">ConstraintConfig (class in abacusai)</a>
@@ -6996,6 +7025,8 @@ <h2 id="C">C</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.ForecastingTrainingConfig.convolutional_layers">(abacusai.ForecastingTrainingConfig attribute)</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.DeploymentConversationType.COPILOT">COPILOT (abacusai.api_class.DeploymentConversationType attribute)</a>
 
       <ul>
@@ -7004,8 +7035,6 @@ <h2 id="C">C</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.DeploymentConversationType.COPILOT">(abacusai.DeploymentConversationType attribute)</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autoapi/abacusai/item_statistics/index.html#abacusai.item_statistics.ItemStatistics.count">count (abacusai.item_statistics.ItemStatistics attribute)</a>
 
       <ul>
@@ -10678,8 +10707,12 @@ <h2 id="D">D</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.WebSearchResponse.deprecated_keys">(abacusai.WebSearchResponse attribute)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.WebSearchResult.deprecated_keys">(abacusai.WebSearchResult attribute)</a>
+</li>
+        <li><a href="autoapi/abacusai/workflow_graph_node/index.html#abacusai.workflow_graph_node.WorkflowGraphNode.deprecated_keys">(abacusai.workflow_graph_node.WorkflowGraphNode attribute)</a>
 </li>
         <li><a href="autoapi/abacusai/workflow_node_template/index.html#abacusai.workflow_node_template.WorkflowNodeTemplate.deprecated_keys">(abacusai.workflow_node_template.WorkflowNodeTemplate attribute)</a>
+</li>
+        <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraphNode.deprecated_keys">(abacusai.WorkflowGraphNode attribute)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowNodeTemplate.deprecated_keys">(abacusai.WorkflowNodeTemplate attribute)</a>
 </li>
@@ -14056,14 +14089,14 @@ <h2 id="F">F</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.DeploymentConversationEvent.feedback_type">(abacusai.DeploymentConversationEvent attribute)</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autoapi/abacusai/index.html#abacusai.ApiClient.fetch_web_page">fetch_web_page() (abacusai.ApiClient method)</a>
 
       <ul>
         <li><a href="autoapi/abacusai/client/index.html#abacusai.client.ApiClient.fetch_web_page">(abacusai.client.ApiClient method)</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.DataGenerationConfig.fewshot_examples">fewshot_examples (abacusai.api_class.DataGenerationConfig attribute)</a>
 
       <ul>
@@ -14736,6 +14769,14 @@ <h2 id="F">F</h2>
         <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.JSONSchema.from_fields_list">(abacusai.api_class.JSONSchema class method)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.JSONSchema.from_fields_list">(abacusai.JSONSchema class method)</a>
+</li>
+      </ul></li>
+      <li><a href="autoapi/abacusai/api_class/ai_agents/index.html#abacusai.api_class.ai_agents.WorkflowNodeInputSchema.from_input_mappings">from_input_mappings() (abacusai.api_class.ai_agents.WorkflowNodeInputSchema class method)</a>
+
+      <ul>
+        <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.WorkflowNodeInputSchema.from_input_mappings">(abacusai.api_class.WorkflowNodeInputSchema class method)</a>
+</li>
+        <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowNodeInputSchema.from_input_mappings">(abacusai.WorkflowNodeInputSchema class method)</a>
 </li>
       </ul></li>
       <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.Blob.from_local_file">from_local_file() (abacusai.api_class.Blob class method)</a>
@@ -20801,6 +20842,8 @@ <h2 id="M">M</h2>
         <li><a href="autoapi/abacusai/web_search_result/index.html#module-abacusai.web_search_result">abacusai.web_search_result</a>
 </li>
         <li><a href="autoapi/abacusai/webhook/index.html#module-abacusai.webhook">abacusai.webhook</a>
+</li>
+        <li><a href="autoapi/abacusai/workflow_graph_node/index.html#module-abacusai.workflow_graph_node">abacusai.workflow_graph_node</a>
 </li>
         <li><a href="autoapi/abacusai/workflow_node_template/index.html#module-abacusai.workflow_node_template">abacusai.workflow_node_template</a>
 </li>
@@ -24283,8 +24326,6 @@ <h2 id="Q">Q</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.PredictionLogRecord.query">(abacusai.PredictionLogRecord attribute)</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autoapi/abacusai/database_connector/index.html#abacusai.database_connector.DatabaseConnector.query">query() (abacusai.database_connector.DatabaseConnector method)</a>
 
       <ul>
@@ -24299,6 +24340,8 @@ <h2 id="Q">Q</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.PersonalizationTrainingConfig.query_column">(abacusai.PersonalizationTrainingConfig attribute)</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="autoapi/abacusai/client/index.html#abacusai.client.ReadOnlyClient.query_database_connector">query_database_connector() (abacusai.client.ReadOnlyClient method)</a>
 
       <ul>
@@ -24331,6 +24374,22 @@ <h2 id="Q">Q</h2>
         <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.LLMName.QWEN_2_5_32B">(abacusai.api_class.LLMName attribute)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.LLMName.QWEN_2_5_32B">(abacusai.LLMName attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="autoapi/abacusai/api_class/enums/index.html#abacusai.api_class.enums.LLMName.QWEN_2_5_32B_BASE">QWEN_2_5_32B_BASE (abacusai.api_class.enums.LLMName attribute)</a>
+
+      <ul>
+        <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.LLMName.QWEN_2_5_32B_BASE">(abacusai.api_class.LLMName attribute)</a>
+</li>
+        <li><a href="autoapi/abacusai/index.html#abacusai.LLMName.QWEN_2_5_32B_BASE">(abacusai.LLMName attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="autoapi/abacusai/api_class/enums/index.html#abacusai.api_class.enums.LLMName.QWEN_2_5_72B">QWEN_2_5_72B (abacusai.api_class.enums.LLMName attribute)</a>
+
+      <ul>
+        <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.LLMName.QWEN_2_5_72B">(abacusai.api_class.LLMName attribute)</a>
+</li>
+        <li><a href="autoapi/abacusai/index.html#abacusai.LLMName.QWEN_2_5_72B">(abacusai.LLMName attribute)</a>
 </li>
       </ul></li>
       <li><a href="autoapi/abacusai/api_class/enums/index.html#abacusai.api_class.enums.LLMName.QWQ_32B">QWQ_32B (abacusai.api_class.enums.LLMName attribute)</a>
@@ -26735,6 +26794,12 @@ <h2 id="S">S</h2>
 
       <ul>
         <li><a href="autoapi/abacusai/index.html#abacusai.NaturalLanguageExplanation.short_explanation">(abacusai.NaturalLanguageExplanation attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="autoapi/abacusai/code_autocomplete_response/index.html#abacusai.code_autocomplete_response.CodeAutocompleteResponse.show_autocomplete">show_autocomplete (abacusai.code_autocomplete_response.CodeAutocompleteResponse attribute)</a>
+
+      <ul>
+        <li><a href="autoapi/abacusai/index.html#abacusai.CodeAutocompleteResponse.show_autocomplete">(abacusai.CodeAutocompleteResponse attribute)</a>
 </li>
       </ul></li>
       <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.DeploymentConversationType.SIMPLE_AGENT">SIMPLE_AGENT (abacusai.api_class.DeploymentConversationType attribute)</a>
@@ -29717,12 +29782,14 @@ <h2 id="T">T</h2>
         <li><a href="autoapi/abacusai/index.html#abacusai.WebSearchResponse.to_dict">(abacusai.WebSearchResponse method)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.WebSearchResult.to_dict">(abacusai.WebSearchResult method)</a>
+</li>
+        <li><a href="autoapi/abacusai/workflow_graph_node/index.html#abacusai.workflow_graph_node.WorkflowGraphNode.to_dict">(abacusai.workflow_graph_node.WorkflowGraphNode method)</a>
 </li>
         <li><a href="autoapi/abacusai/workflow_node_template/index.html#abacusai.workflow_node_template.WorkflowNodeTemplate.to_dict">(abacusai.workflow_node_template.WorkflowNodeTemplate method)</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraph.to_dict">(abacusai.WorkflowGraph method)</a>
 </li>
-        <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraphNode.to_dict">(abacusai.WorkflowGraphNode method)</a>
+        <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraphNode.to_dict">(abacusai.WorkflowGraphNode method)</a>, <a href="autoapi/abacusai/index.html#id24">[1]</a>
 </li>
         <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowNodeInputMapping.to_dict">(abacusai.WorkflowNodeInputMapping method)</a>
 </li>
@@ -32145,6 +32212,10 @@ <h2 id="W">W</h2>
 
       <ul>
         <li><a href="autoapi/abacusai/index.html#abacusai.TemplateNodeDetails.workflow_graph_node">(abacusai.TemplateNodeDetails attribute)</a>
+</li>
+        <li><a href="autoapi/abacusai/workflow_graph_node/index.html#abacusai.workflow_graph_node.WorkflowGraphNode.workflow_graph_node">(abacusai.workflow_graph_node.WorkflowGraphNode attribute)</a>
+</li>
+        <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraphNode.workflow_graph_node">(abacusai.WorkflowGraphNode attribute)</a>
 </li>
       </ul></li>
       <li><a href="autoapi/abacusai/workflow_node_template/index.html#abacusai.workflow_node_template.WorkflowNodeTemplate.workflow_node_template_id">workflow_node_template_id (abacusai.workflow_node_template.WorkflowNodeTemplate attribute)</a>
@@ -32177,12 +32248,14 @@ <h2 id="W">W</h2>
         <li><a href="autoapi/abacusai/api_class/ai_agents/index.html#abacusai.api_class.ai_agents.WorkflowGraphEdge">(class in abacusai.api_class.ai_agents)</a>
 </li>
       </ul></li>
-      <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraphNode">WorkflowGraphNode (class in abacusai)</a>
+      <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraphNode">WorkflowGraphNode (class in abacusai)</a>, <a href="autoapi/abacusai/index.html#id23">[1]</a>
 
       <ul>
         <li><a href="autoapi/abacusai/api_class/index.html#abacusai.api_class.WorkflowGraphNode">(class in abacusai.api_class)</a>
 </li>
         <li><a href="autoapi/abacusai/api_class/ai_agents/index.html#abacusai.api_class.ai_agents.WorkflowGraphNode">(class in abacusai.api_class.ai_agents)</a>
+</li>
+        <li><a href="autoapi/abacusai/workflow_graph_node/index.html#abacusai.workflow_graph_node.WorkflowGraphNode">(class in abacusai.workflow_graph_node)</a>
 </li>
       </ul></li>
       <li><a href="autoapi/abacusai/index.html#abacusai.WorkflowGraphNode.Outputs">WorkflowGraphNode.Outputs (class in abacusai)</a>
diff --git a/docs/objects.inv b/docs/objects.inv
index d4d0f5ba943a9dd72d1bfb6f924c0cfea97dca5c..5fc499923c20a3c53d0c0e64672b904957defebf 100644
GIT binary patch
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68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251], "monitor": 29, "monitor_alert": [30, 174], "monitor_alert_vers": 175, "monitor_drift_and_distribut": 176, "natural_language_explan": 177, "nested_featur": 178, "nested_feature_schema": 179, "news_search_result": 180, "nlp_chat_respons": 181, "null_viol": 182, "organization_external_application_set": 183, "organization_group": 184, "organization_search_result": 185, "organization_secret": 186, "packag": [27, 141], "page_data": 187, "pipelin": 188, "pipeline_refer": 189, "pipeline_step": 190, "pipeline_step_vers": 191, "pipeline_step_version_log": 192, "pipeline_step_version_refer": 193, "pipeline_vers": 194, "pipeline_version_log": 195, "playground_text": 196, "point_in_time_featur": 197, "point_in_time_feature_info": 198, "point_in_time_group": 199, "point_in_time_group_featur": 200, "prediction_cli": 201, "prediction_dataset": 202, "prediction_feature_group": 203, "prediction_input": 204, "prediction_log_record": 205, "prediction_oper": 206, "prediction_operator_vers": 207, "problem_typ": 208, "project": [31, 209], "project_config": 210, "project_feature_group": 211, "project_feature_group_schema": 212, "project_feature_group_schema_vers": 213, "project_valid": 214, "pydoc": 252, "python_funct": [32, 215], "python_function_valid": 216, "python_plot_funct": 217, "range_viol": 218, "realtime_monitor": 219, "refresh": 33, "refresh_pipeline_run": 220, "refresh_polici": 221, "refresh_schedul": 222, "regenerate_llm_external_appl": 223, "resolved_feature_group_templ": 224, "return_class": 225, "routing_act": 226, "schema": 227, "segment": 34, "streaming_auth_token": 228, "streaming_cli": 229, "streaming_connector": 230, "streaming_row_count": 231, "streaming_sample_cod": 232, "submodul": [27, 141], "template_node_detail": 233, "test_point_predict": 234, "tone_detail": 235, "training_config_opt": 236, "twitter_search_result": 237, "upload": 238, "upload_part": 239, "use_cas": 240, "use_case_requir": 241, "user": 242, "user_except": 243, "video_gen_set": 244, "video_search_result": 245, "web_page_respons": 246, "web_search_respons": 247, "web_search_result": 248, "webhook": 249, "workflow_graph_nod": 250, "workflow_node_templ": 251}})
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 227a8327..d53c1c92 100644
--- a/setup.py
+++ b/setup.py
@@ -1,7 +1,7 @@
 from setuptools import find_packages, setup
 
 
-__version__ = '1.4.23'
+__version__ = '1.4.24'
 
 
 setup(name='abacusai',