agent-framework

Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140 )

* WIP typeddict for options

* updated all clients and ChatAgents

* updated everything

* added ADR

* fix mypy

* proper typevar imports

* fixed import

* fixed other imports

* slight update in the sample

* updated from feedback

* fixes

* fixed missing covariants and test fixes

* fixed typing

* updated anthropic thinking config

* ruff fixes

* fixed int tests

* fix tests and mypy

* updated integration tests

* updated docstring and test fix

* improved options handling in obser

* mypy fix

* updated a host of integration tests

* fix tests

* bedrock fix

Eduard van Valkenburg · 2026-01-13 16:41:05 +00:00

3e97425245

fix(anthropic): fix duplicate ToolCallStartEvent in streaming tool calls (#3051 )

When processing `input_json_delta` events, the Anthropic client was
passing the tool name from the previous `tool_use` event. This caused
ag-ui's `_handle_function_call_content` to emit a `ToolCallStartEvent`
for every streaming chunk (since it triggers on `if content.name:`).

This fix changes the behavior to pass an empty string for `name` in
`input_json_delta` events, matching OpenAI's behavior where streaming
argument chunks have `name=""`. The initial `tool_use` event still
provides the tool name, so only one `ToolCallStartEvent` is emitted.

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Ao Chen · 2026-01-12 08:14:49 +00:00

6e3bc219e0

Python: cleanup and refactoring of chat clients (#2937 )

* refactoring and unifying naming schemes of internal methods of chat clients

* set tool_choice to auto

* fix for mypy

* added note on naming and fix #2951

* fix responses

* fixes in azure ai agents client

Eduard van Valkenburg · 2025-12-18 12:02:23 +00:00

e5c11d38d6

Python: fix anthropic code interpreter tool repr (#2244 )

* fix anthropic code interpreter tool repr

* fixes

* added skills and sample

* test fix

* add new sample to readme

* fixes tests

Eduard van Valkenburg · 2025-11-17 10:06:10 +00:00

fcc3f1b6c0

Python: pre-commit improvements (#2222 )

* pre-commit improvements

* updated lock

* fix for globbing

* reuse logic for mypy

* updated ci-mypy

Eduard van Valkenburg · 2025-11-14 18:00:25 +00:00

9e69e66cfe

Python: fixed image handling in anthropic and added convenience method on datacontent (#2083 )

* fixed image handling in anthropic and added convenience method on datacontent

* remove wheel path

* updated docstrings

* fixed image handling in anthropic and added convenience method on datacontent

* remove wheel path

* updated lock

Eduard van Valkenburg · 2025-11-12 12:07:27 +00:00

ef60f38084

Python: Introducing the Anthropic Client (#1819 )

* initial version of anthropic connector

* updated implementation and added tests

* fix type and readme

* mypy fix and int tests enabled

* add integration test setup

* updated based on comments

* improved function result handling

* added extra unordered test

* updated from review

* fix tool choice handling

* same fix for chat client

Eduard van Valkenburg · 2025-11-03 19:32:28 +00:00

12d17acdc0

7 Commits