autogen

282 MB

Tree: 27c3d3b58d

Author	SHA1	Message	Date
Eric Zhu	7865151a58	Remove assistant related methods from OpenAIAgent (#6866 )	1 year ago
Griffin Bassman	f101469e29	update: openai response api (#6622 ) Co-authored-by: Victor Dibia <victordibia@microsoft.com>	1 year ago
Eric Zhu	e14fb8fc09	OTel GenAI Traces for Agent and Tool (#6653 ) Add OTel GenAI traces: - `create_agent` - `invoke_agnet` - `execute_tool` Introduces context manager helpers to create these traces. The helpers also serve as instrumentation points for other instrumentation libraries. Resolves #6644	1 year ago
Jay Prakash Thakur	d1d664b67e	Feature: Add OpenAIAgent backed by OpenAI Response API (#6418 ) ## Why are these changes needed? This PR introduces a new `OpenAIAgent` implementation that uses the [OpenAI Response API](https://platform.openai.com/docs/guides/responses-vs-chat-completions) as its backend. The OpenAI Assistant API will be deprecated in 2026, and the Response API is its successor. This change ensures our codebase is future-proof and aligned with OpenAI’s latest platform direction. ### Motivation - Deprecation Notice: The OpenAI Assistant API will be deprecated in 2026. - Future-Proofing: The Response API is the recommended replacement and offers improved capabilities for stateful, multi-turn, and tool-augmented conversations. - AgentChat Compatibility: The new agent is designed to conform to the behavior and expectations of `AssistantAgent` in AgentChat, but is implemented directly on top of the OpenAI Response API. ### Key Changes - New Agent: Adds `OpenAIAgent`, a stateful agent that interacts with the OpenAI Response API. - Stateful Design: The agent maintains conversation state, tool usage, and other metadata as required by the Response API. - AssistantAgent Parity: The new agent matches the interface and behavior of `AssistantAgent` in AgentChat, ensuring a smooth migration path. - Direct OpenAI Integration: Uses the official `openai` Python library for all API interactions. - Extensible: Designed to support future enhancements, such as advanced tool use, function calling, and multi-modal capabilities. ### Migration Path - Existing users of the Assistant API should migrate to the new `OpenAIAgent` to ensure long-term compatibility. - Documentation and examples will be updated to reflect the new agent and its usage patterns. ### References - [OpenAI: Responses vs. Chat Completions](https://platform.openai.com/docs/guides/responses-vs-chat-completions) - [OpenAI Deprecation Notice](https://platform.openai.com/docs/guides/responses-vs-chat-completions#deprecation-timeline) --- ## Related issue number Closes #6032 ## Checks - [ ] I've included any doc changes needed for <https://microsoft.github.io/autogen/>. See <https://github.com/microsoft/autogen/blob/main/CONTRIBUTING.md> to build and test documentation locally. - [X] I've added tests (if relevant) corresponding to the changes introduced in this PR. - [X] I've made sure all auto checks have passed. Co-authored-by: Griffin Bassman <griffinbassman@gmail.com>	1 year ago

4 Commits (27c3d3b58de088b052ca2db5217af3faa4b2e18c)