aixplain
diff --git a/‎.github/workflows/docs.yaml‎
Lines changed: 45 additions & 0 deletions b/‎.github/workflows/docs.yaml‎
Lines changed: 45 additions & 0 deletions
diff --git a/‎.github/workflows/main.yaml‎
Lines changed: 11 additions & 6 deletions b/‎.github/workflows/main.yaml‎
Lines changed: 11 additions & 6 deletions
diff --git a/‎aixplain/factories/agent_factory/__init__.py‎
Lines changed: 54 additions & 13 deletions b/‎aixplain/factories/agent_factory/__init__.py‎
Lines changed: 54 additions & 13 deletions
diff --git a/‎aixplain/factories/team_agent_factory/__init__.py‎
Lines changed: 42 additions & 8 deletions b/‎aixplain/factories/team_agent_factory/__init__.py‎
Lines changed: 42 additions & 8 deletions
diff --git a/‎aixplain/factories/team_agent_factory/utils.py‎
Lines changed: 2 additions & 1 deletion b/‎aixplain/factories/team_agent_factory/utils.py‎
Lines changed: 2 additions & 1 deletion
@@ -0,0 +1,45 @@
+name: Generate API docs
+
+on:
+  push:
+    branches:
+      - main
+
+permissions:
+  contents: write
+  pull-requests: write
+
+jobs:
+  build-docs:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repo
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.x'
+
+      - name: Install dependencies
+        run: |
+          pip install pydoc-markdown
+
+      - name: Run pydoc-markdown
+        run: |
+          pydoc-markdown pydoc-markdown.yml
+          
+      - name: Create Pull Request if docs changed
+        uses: peter-evans/create-pull-request@v7
+        with:
+          branch: docs/regenerate-api-docs
+          commit-message: "chore(docs): regenerate API docs"
+          title: "chore(docs): regenerate API docs"
+          body: |
+            This PR was automatically generated by the workflow to regenerate the API documentation.
+          add-paths: |
+            docs/api-reference/python/**
+          delete-branch: true
@@ -6,7 +6,7 @@ on:
       - main
       # any branch other than main, will use the test key
       - test
-  workflow_dispatch:  
+  workflow_dispatch:
 
 jobs:
   setup-and-test:
@@ -31,7 +31,8 @@ jobs:
           'finetune_v2',
           'general_assets',
           'apikey',
-          'agent_and_team_agent',
+          'agent',
+          'team_agent',
         ]
         include:
           - test-suite: 'unit'
@@ -79,9 +80,13 @@ jobs:
           - test-suite: 'apikey'
             path: 'tests/functional/apikey'
             timeout: 45
-          - test-suite: 'agent_and_team_agent'
-            path: 'tests/functional/agent tests/functional/team_agent'
+          - test-suite: 'agent'
+            path: 'tests/functional/agent'
             timeout: 45
+          - test-suite: 'team_agent'
+            path: 'tests/functional/team_agent'
+            timeout: 45
+
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
@@ -91,7 +96,7 @@ jobs:
         with:
           python-version: "3.9"
           cache: 'pip'
-      
+
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
@@ -112,7 +117,7 @@ jobs:
           fi
           echo "SLACK_TOKEN=${{ secrets.SLACK_TOKEN }}" >> $GITHUB_ENV
           echo "HF_TOKEN=${{ secrets.HF_TOKEN }}" >> $GITHUB_ENV
-          
+
       - name: Run Tests
         timeout-minutes: ${{ matrix.timeout }}
         run: python -m pytest ${{ matrix.path }}
@@ -1,7 +1,4 @@
-__author__ = "lucaspavanelli"
-
-"""
-Copyright 2024 The aiXplain SDK authors
+"""Copyright 2024 The aiXplain SDK authors.
 
 Licensed under the Apache License, Version 2.0 (the "License");
 you may not use this file except in compliance with the License.
@@ -21,6 +18,8 @@
     Agent Factory Class
 """
 
+__author__ = "lucaspavanelli"
+
 import json
 import logging
 import warnings
@@ -49,6 +48,19 @@
 from aixplain.enums import DatabaseSourceType
 
 
+def to_literal_text(x):
+    """Convert value to literal text, escaping braces for string formatting.
+
+    Args:
+        x: Value to convert (dict, list, or any other type)
+
+    Returns:
+        str: Escaped string representation
+    """
+    s = json.dumps(x, ensure_ascii=False, indent=2) if isinstance(x, (dict, list)) else str(x)
+    return s.replace("{", "{{").replace("}", "}}")
+
+
 class AgentFactory:
     """Factory class for creating and managing agents in the aiXplain system.
 
@@ -63,7 +75,6 @@ def create(
         description: Text,
         instructions: Optional[Text] = None,
         llm: Optional[Union[LLM, Text]] = None,
-        llm_id: Optional[Text] = None,
         tools: Optional[List[Union[Tool, Model]]] = None,
         api_key: Text = config.TEAM_API_KEY,
         supplier: Union[Dict, Text, Supplier, int] = "aiXplain",
@@ -72,6 +83,7 @@ def create(
         workflow_tasks: Optional[List[WorkflowTask]] = None,
         output_format: Optional[OutputFormat] = None,
         expected_output: Optional[Union[BaseModel, Text, dict]] = None,
+        **kwargs,
     ) -> Agent:
         """Create a new agent in the platform.
 
@@ -85,21 +97,32 @@ def create(
             description (Text): description of the agent instructions.
             instructions (Text): instructions of the agent.
             llm (Optional[Union[LLM, Text]], optional): LLM instance to use as an object or as an ID.
-            llm_id (Optional[Text], optional): ID of LLM to use if no LLM instance provided. Defaults to None.
             tools (List[Union[Tool, Model]], optional): list of tool for the agent. Defaults to [].
             api_key (Text, optional): team/user API key. Defaults to config.TEAM_API_KEY.
             supplier (Union[Dict, Text, Supplier, int], optional): owner of the agent. Defaults to "aiXplain".
             version (Optional[Text], optional): version of the agent. Defaults to None.
+            tasks (List[WorkflowTask], optional): Deprecated. Use workflow_tasks instead. Defaults to None.
             workflow_tasks (List[WorkflowTask], optional): list of tasks for the agent. Defaults to [].
             output_format (OutputFormat, optional): default output format for agent responses. Defaults to OutputFormat.TEXT.
             expected_output (Union[BaseModel, Text, dict], optional): expected output. Defaults to None.
+            **kwargs: Additional keyword arguments.
         Returns:
             Agent: created Agent
         """
         tools = [] if tools is None else list(tools)
         workflow_tasks = [] if workflow_tasks is None else list(workflow_tasks)
         from aixplain.utils.llm_utils import get_llm_instance
 
+        # Extract llm_id from kwargs if present (deprecated parameter)
+        llm_id = kwargs.get("llm_id", None)
+        if llm_id is not None:
+            warnings.warn(
+                "The 'llm_id' parameter is deprecated and will be removed in a future version. "
+                "Use the 'llm' parameter instead by passing the LLM ID or LLM instance directly.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+
         if llm is None and llm_id is not None:
             llm = get_llm_instance(llm_id, api_key=api_key, use_cache=True)
         elif llm is None:
@@ -112,9 +135,7 @@ def create(
             ), "'expected_output' must be a Pydantic BaseModel or a JSON object when 'output_format' is JSON."
 
         warnings.warn(
-            "Use `llm` to define the large language model (aixplain.modules.model.llm_model.LLM) to be used as agent. "
-            "Use `llm_id` to provide the model ID of the large language model to be used as agent. "
-            "Note: In upcoming releases, `llm` will become a required parameter.",
+            "Deprecating 'llm_id', use `llm` to define the large language model in agents.",
             UserWarning,
         )
         from aixplain.factories.agent_factory.utils import (
@@ -133,7 +154,8 @@ def create(
 
         if tasks is not None:
             warnings.warn(
-                "The 'tasks' parameter is deprecated and will be removed in a future version. " "Use 'workflow_tasks' instead.",
+                "The 'tasks' parameter is deprecated and will be removed in a future version. "
+                "Use 'workflow_tasks' instead.",
                 DeprecationWarning,
                 stacklevel=2,
             )
@@ -145,7 +167,7 @@ def create(
             "name": name,
             "assets": [build_tool_payload(tool) for tool in tools],
             "description": description,
-            "instructions": instructions or description,
+            "instructions": instructions if instructions is not None else description,
             "supplier": supplier,
             "version": version,
             "llmId": llm_id,
@@ -228,6 +250,17 @@ def create_workflow_task(
         expected_output: Text,
         dependencies: Optional[List[Text]] = None,
     ) -> WorkflowTask:
+        """Create a new workflow task for an agent.
+
+        Args:
+            name (Text): Name of the task
+            description (Text): Description of what the task does
+            expected_output (Text): Expected output format or content
+            dependencies (Optional[List[Text]], optional): List of task names this task depends on. Defaults to None.
+
+        Returns:
+            WorkflowTask: Created workflow task object
+        """
         dependencies = [] if dependencies is None else list(dependencies)
         return WorkflowTask(
             name=name,
@@ -238,6 +271,11 @@ def create_workflow_task(
 
     @classmethod
     def create_task(cls, *args, **kwargs):
+        """Create a workflow task (deprecated - use create_workflow_task instead).
+
+        .. deprecated::
+            Use :meth:`create_workflow_task` instead.
+        """
         warnings.warn(
             "The 'create_task' method is deprecated and will be removed in a future version. "
             "Use 'create_workflow_task' instead.",
@@ -351,7 +389,7 @@ def create_sql_tool(
         tables: Optional[List[Text]] = None,
         enable_commit: bool = False,
     ) -> SQLTool:
-        """Create a new SQL tool
+        """Create a new SQL tool.
 
         Args:
             name (Text): name of the tool
@@ -361,6 +399,7 @@ def create_sql_tool(
             schema (Optional[Text], optional): database schema description
             tables (Optional[List[Text]], optional): table names to work with (optional)
             enable_commit (bool, optional): enable to modify the database (optional)
+
         Returns:
             SQLTool: created SQLTool
 
@@ -403,7 +442,9 @@ def create_sql_tool(
             # Already the correct type, no conversion needed
             pass
         else:
-            raise SQLToolError(f"Source type must be either a string or DatabaseSourceType enum, got {type(source_type)}")
+            raise SQLToolError(
+                f"Source type must be either a string or DatabaseSourceType enum, got {type(source_type)}"
+            )
 
         database_path = None  # Final database path to pass to SQLTool
 
 
@@ -23,6 +23,7 @@
 
 import json
 import logging
+import warnings
 from typing import Dict, List, Optional, Text, Union
 from urllib.parse import urljoin
 
@@ -54,15 +55,12 @@ def create(
         cls,
         name: Text,
         agents: List[Union[Text, Agent]],
-        llm_id: Text = "669a63646eb56306647e1091",
         llm: Optional[Union[LLM, Text]] = None,
         supervisor_llm: Optional[Union[LLM, Text]] = None,
-        mentalist_llm: Optional[Union[LLM, Text]] = None,
         description: Text = "",
         api_key: Text = config.TEAM_API_KEY,
         supplier: Union[Dict, Text, Supplier, int] = "aiXplain",
         version: Optional[Text] = None,
-        use_mentalist: bool = True,
         inspectors: List[Inspector] = [],
         inspector_targets: List[Union[InspectorTarget, Text]] = [InspectorTarget.STEPS],
         instructions: Optional[Text] = None,
@@ -75,24 +73,57 @@ def create(
         Args:
             name: The name of the team agent.
             agents: A list of agents to be added to the team.
-            llm_id: The ID of the LLM to be used for the team agent.
             llm (Optional[Union[LLM, Text]], optional): The LLM to be used for the team agent.
             supervisor_llm (Optional[Union[LLM, Text]], optional): Main supervisor LLM. Defaults to None.
-            mentalist_llm (Optional[Union[LLM, Text]], optional): LLM for planning. Defaults to None.
             description: The description of the team agent to be displayed in the aiXplain platform.
             api_key: The API key to be used for the team agent.
             supplier: The supplier of the team agent.
             version: The version of the team agent.
-            use_mentalist: Whether to use the mentalist agent.
             inspectors: A list of inspectors to be added to the team.
             inspector_targets: Which stages to be inspected during an execution of the team agent. (steps, output)
-            use_mentalist_and_inspector: Whether to use the mentalist and inspector agents. (legacy)
             instructions: The instructions to guide the team agent (i.e. appended in the prompt of the team agent).
             output_format: The output format to be used for the team agent.
             expected_output: The expected output to be used for the team agent.
         Returns:
             A new team agent instance.
+            
+        Deprecated Args:
+            llm_id: DEPRECATED. Use 'llm' parameter instead. The ID of the LLM to be used for the team agent.
+            mentalist_llm: DEPRECATED. LLM for planning.
+            use_mentalist: DEPRECATED. Whether to use the mentalist agent.
         """
+        # Handle deprecated parameters from kwargs
+        if "llm_id" in kwargs:
+            llm_id = kwargs.pop("llm_id")
+            warnings.warn(
+                "Parameter 'llm_id' is deprecated and will be removed in a future version. "
+                "Please use 'llm' parameter instead.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+        else:
+            llm_id = "669a63646eb56306647e1091"
+        
+        if "mentalist_llm" in kwargs:
+            mentalist_llm = kwargs.pop("mentalist_llm")
+            warnings.warn(
+                "Parameter 'mentalist_llm' is deprecated and will be removed in a future version.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+        else:
+            mentalist_llm = None
+        
+        if "use_mentalist" in kwargs:
+            use_mentalist = kwargs.pop("use_mentalist")
+            warnings.warn(
+                "Parameter 'use_mentalist' is deprecated and will be removed in a future version.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+        else:
+            use_mentalist = True
+        
         # legacy params
         if "use_mentalist_and_inspector" in kwargs:
             logging.warning(
@@ -227,10 +258,13 @@ def _setup_llm_and_tool(
         team_agent = build_team_agent(payload=internal_payload, agents=agent_list, api_key=api_key)
         team_agent.validate(raise_exception=True)
         response = "Unspecified error"
+        inspectors=team_agent.inspectors
+        inspector_targets=team_agent.inspector_targets
         try:
             payload["inspectors"] = [
                 inspector.model_dump(by_alias=True) for inspector in inspectors
-            ]  # convert Inspector object to dict
+            ]
+            payload["inspectorTargets"] = inspector_targets
             logging.debug(f"Start service for POST Create TeamAgent  - {url} - {headers} - {json.dumps(payload)}")
             r = _request_with_retry("post", url, headers=headers, json=payload)
             response = r.json()
 
@@ -154,6 +154,7 @@ def get_cached_model(model_id: str) -> any:
                 elif tool["description"] == "mentalist":
                     mentalist_llm = llm
 
+
     team_agent = TeamAgent(
         id=payload.get("id", ""),
         name=payload.get("name", ""),
@@ -349,6 +350,6 @@ def build_team_agent_from_yaml(yaml_code: str, llm_id: str, api_key: str, team_i
         agents=agent_objs,
         llm=llm,
         api_key=api_key,
-        use_mentalist=True,
         inspectors=[],
+        use_mentalist=True,  # Deprecated parameter
     )