Python: Create/Get Agent API for OpenAI Assistants (#3208)

* Added provider implementation

* Added example with response format

* Small improvements
This commit is contained in:
Dmytro Struk
2026-01-15 14:52:32 -08:00
committed by GitHub
Unverified
parent dd3e2b6e53
commit b5ca0c8eda
14 changed files with 1940 additions and 126 deletions
@@ -6,13 +6,15 @@ This folder contains examples demonstrating different ways to create and use age
| File | Description |
|------|-------------|
| [`openai_assistants_basic.py`](openai_assistants_basic.py) | The simplest way to create an agent using `ChatAgent` with `OpenAIAssistantsClient`. Shows both streaming and non-streaming responses with automatic assistant creation and cleanup. |
| [`openai_assistants_with_code_interpreter.py`](openai_assistants_with_code_interpreter.py) | Shows how to use the HostedCodeInterpreterTool with OpenAI agents to write and execute Python code. Includes helper methods for accessing code interpreter data from response chunks. |
| [`openai_assistants_with_existing_assistant.py`](openai_assistants_with_existing_assistant.py) | Shows how to work with a pre-existing assistant by providing the assistant ID to the OpenAI Assistants client. Demonstrates proper cleanup of manually created assistants. |
| [`openai_assistants_with_explicit_settings.py`](openai_assistants_with_explicit_settings.py) | Shows how to initialize an agent with a specific assistants client, configuring settings explicitly including API key and model ID. |
| [`openai_assistants_with_file_search.py`](openai_assistants_with_file_search.py) | Demonstrates how to use file search capabilities with OpenAI agents, allowing the agent to search through uploaded files to answer questions. |
| [`openai_assistants_with_function_tools.py`](openai_assistants_with_function_tools.py) | Demonstrates how to use function tools with agents. Shows both agent-level tools (defined when creating the agent) and query-level tools (provided with specific queries). |
| [`openai_assistants_with_thread.py`](openai_assistants_with_thread.py) | Demonstrates thread management with OpenAI agents, including automatic thread creation for stateless conversations and explicit thread management for maintaining conversation context across multiple interactions. |
| [`openai_assistants_basic.py`](openai_assistants_basic.py) | Basic usage of `OpenAIAssistantProvider` with streaming and non-streaming responses. |
| [`openai_assistants_provider_methods.py`](openai_assistants_provider_methods.py) | Demonstrates all `OpenAIAssistantProvider` methods: `create_agent()`, `get_agent()`, and `as_agent()`. |
| [`openai_assistants_with_code_interpreter.py`](openai_assistants_with_code_interpreter.py) | Using `HostedCodeInterpreterTool` with `OpenAIAssistantProvider` to execute Python code. |
| [`openai_assistants_with_existing_assistant.py`](openai_assistants_with_existing_assistant.py) | Working with pre-existing assistants using `get_agent()` and `as_agent()` methods. |
| [`openai_assistants_with_explicit_settings.py`](openai_assistants_with_explicit_settings.py) | Configuring `OpenAIAssistantProvider` with explicit settings including API key and model ID. |
| [`openai_assistants_with_file_search.py`](openai_assistants_with_file_search.py) | Using `HostedFileSearchTool` with `OpenAIAssistantProvider` for file search capabilities. |
| [`openai_assistants_with_function_tools.py`](openai_assistants_with_function_tools.py) | Function tools with `OpenAIAssistantProvider` at both agent-level and query-level. |
| [`openai_assistants_with_response_format.py`](openai_assistants_with_response_format.py) | Structured outputs with `OpenAIAssistantProvider` using Pydantic models. |
| [`openai_assistants_with_thread.py`](openai_assistants_with_thread.py) | Thread management with `OpenAIAssistantProvider` for conversation context persistence. |
| [`openai_chat_client_basic.py`](openai_chat_client_basic.py) | The simplest way to create an agent using `ChatAgent` with `OpenAIChatClient`. Shows both streaming and non-streaming responses for chat-based interactions with OpenAI models. |
| [`openai_chat_client_with_explicit_settings.py`](openai_chat_client_with_explicit_settings.py) | Shows how to initialize an agent with a specific chat client, configuring settings explicitly including API key and model ID. |
| [`openai_chat_client_with_function_tools.py`](openai_chat_client_with_function_tools.py) | Demonstrates how to use function tools with agents. Shows both agent-level tools (defined when creating the agent) and query-level tools (provided with specific queries). |