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Some customers have reported that the agent loop can go on for a long time and use up the entire context window. This PR allows modifying the data sent to the model.
We were making deep copies, which is (1) inefficient and (2) causes some pickling errors. Instead, this PR just makes shallow copies, calling list.copy(). We do want a shallow copy so that mutations don't affect the original past-end list.
@rzhao-openai was seeing errors about incoming messages being too large. Turns out there's a default limit of 2**20 = 1,048,576 bytes.
### Summary Adds `is_enabled` parameter to `Agent.as_tool()` method for conditionally enabling/disabling agent tools at runtime. Supports boolean values and callable functions for dynamic tool filtering in multi-agent orchestration. ### Test plan - Added unit tests in `tests/test_agent_as_tool.py` - Added example in `examples/agent_patterns/agents_as_tools_conditional.py` - Updated documentation in `docs/tools.md` - All tests pass ### Issue number Closes #1097 ### Checks - [x] I've added new tests (if relevant) - [x] I've added/updated the relevant documentation - [x] I've run `make lint` and `make format` - [x] I've made sure tests pass --------- Co-authored-by: thein <[email protected]>
Automated update of translated documentation Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
…p_on_first_tool` behavior (#1510)
…name" parameter for "input_file" items (#1513)
Co-authored-by: Kazuhiro Sera <[email protected]>
Automated update of translated documentation Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Automated update of translated documentation Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Updating external tracing processor lists and added Agenta and linked a tutorial for integration
Automated update of translated documentation Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
## Summary - allow configuring retries with exponential backoff when listing tools or calling a tool on an MCP server via `max_retry_attempts` (supporting `-1` for unlimited retries) and `retry_backoff_seconds_base` - propagate the retry parameters through the stdio, SSE, and streamable HTTP server implementations so callers can tune retries when constructing these servers - test that `call_tool` and `list_tools` retry appropriately ## Testing - `make lint` - `make mypy` - `make test` *(fails: No rule to make target 'test')* - `make tests` - `make old_version_tests` *(fails: Request failed after 3 retries (tunnel error))* ------ https://chatgpt.com/codex/tasks/task_i_68a73cab8b9c8321876f6f3dd1dfcd20
…ce (#1548) For every event a new TypeAdapter is created, which has a significant performance impact. <img width="1412" height="1166" alt="image" src="https://github.com/user-attachments/assets/fc1f9629-9342-4347-b4d5-5e218b73c4e8" /> Creating it once and reusing it, makes event handling a lot faster. Co-authored-by: Michiel De Witte <[email protected]>
Documentation for SQLAlchemy-powered sessions, to be merged after merging and releasing #1357
## Summary - add a `nest_handoff_history` flag to `RunConfig` and call a new helper that condenses the prior transcript into a developer-role summary when handing off - update the default handoff path, docs, and helper library so that the developer summary is produced automatically unless a custom filter overrides it - expand the handoff-focused tests to cover the new behavior (including helper unit tests) and update existing expectations ## Testing - `uv run pytest tests/test_extension_filters.py` - `uv run pytest tests/test_agent_runner.py -k handoff` - `uv run pytest tests/test_agent_runner_streamed.py -k handoff` ------ https://chatgpt.com/codex/tasks/task_i_68ff73bda0f4832496f3d1fa9103905f
Co-authored-by: Kazuhiro Sera <[email protected]>
Co-authored-by: khanhkhanhlele <[email protected]>
Co-authored-by: Kazuhiro Sera <[email protected]>
…2134) Co-authored-by: Kazuhiro Sera <[email protected]>
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