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Description: A model-driven approach to building AI agents in just a few lines of code. - Commits · MacroscopeBenchmark/sdk-python

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X Description: A model-driven approach to building AI agents in just a few lines of code. - Commits · MacroscopeBenchmark/sdk-python

Opengraph URL: https://github.com/MacroscopeBenchmark/sdk-python

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feat(context): surface context window size from LLM response metadata	https://github.com/MacroscopeBenchmark/sdk-python/commit/635edbc60b72c5aa3df7e92bdfd8d1aec7b5223c
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fix: restore explicit span.end() to fix span end_time regression (#2032)	https://github.com/MacroscopeBenchmark/sdk-python/commit/cda2a55a8eb0c5e681bfda9764fd47048a67f6b9
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fix: handle reasoning content in OpenAIResponsesModel request formatting (#2013)	https://github.com/MacroscopeBenchmark/sdk-python/commit/e267a64b8a664bbda5802005281551e5dd6af412
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feat: add built-in tool support for OpenAI Responses API (#2011)	https://github.com/MacroscopeBenchmark/sdk-python/commit/de9b1498950545816f4384f1aa612e4b0d5d4a2d
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fix: ollama input/output token count (#2008)	https://github.com/MacroscopeBenchmark/sdk-python/commit/424224d6bef0789302644876faf0b745bdbc5876
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feat(mcp): add support for MCP elicitation -32042 error handling (#1745)	https://github.com/MacroscopeBenchmark/sdk-python/commit/e2b60364677e0fca967d3247aa3cb5890bc67e78
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feat(telemetry): emit system prompt on chat spans per GenAI semconv (#1818)	https://github.com/MacroscopeBenchmark/sdk-python/commit/194c69b42ea5b537707f20f3acf3348d539a91b5
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chore: remove Cohere from required integ test providers (#1967)	https://github.com/MacroscopeBenchmark/sdk-python/commit/a1101498d933731087f7a39a41ce583a5d4ba640
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fix: CRITICAL: Hard pin `litellm<=1.82.6` to mitigate supply chain attack (#1961)	https://github.com/MacroscopeBenchmark/sdk-python/commit/0a723bcbc3be162cc3cbd0094f905d7839c4032e
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fix: remove agent from swarm test to get more consistency out of it (#1946)	https://github.com/MacroscopeBenchmark/sdk-python/commit/fd8168a531c140a0082a3c6412a577fe81db21f0
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fix: lowercase the python language in code snippet (#1929)	https://github.com/MacroscopeBenchmark/sdk-python/commit/83ff4e011a802eb302087b2c01b5bfeb11475d66
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fix: typeError when serializing multimodal prompts with binary content in Graph/Swarm session persistence (#1870)	https://github.com/MacroscopeBenchmark/sdk-python/commit/566e5ada67d1e96234cea3f41b991c346f4defaf
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giulio-leone	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=giulio-leone
b66534b	https://github.com/MacroscopeBenchmark/sdk-python/commit/b66534bef268e618b8a90fbcf5253036b547d91d
	https://github.com/MacroscopeBenchmark/sdk-python/tree/b66534bef268e618b8a90fbcf5253036b547d91d
fix(graph): only evaluate outbound edges from completed nodes (#1846)	https://github.com/MacroscopeBenchmark/sdk-python/commit/2e4c82beb968c8e05fe0932316ec39f7c679f588
giulio-leone	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=giulio-leone
2e4c82b	https://github.com/MacroscopeBenchmark/sdk-python/commit/2e4c82beb968c8e05fe0932316ec39f7c679f588
	https://github.com/MacroscopeBenchmark/sdk-python/tree/2e4c82beb968c8e05fe0932316ec39f7c679f588
fix: s3session manager bug (#1915)	https://github.com/MacroscopeBenchmark/sdk-python/commit/39c8c198369cf4eddd9d64141d441b238035de44
	https://github.com/mehtarac
mehtarac	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=mehtarac
39c8c19	https://github.com/MacroscopeBenchmark/sdk-python/commit/39c8c198369cf4eddd9d64141d441b238035de44
	https://github.com/MacroscopeBenchmark/sdk-python/tree/39c8c198369cf4eddd9d64141d441b238035de44
feat: pass A2A request context metadata as invocation state (#1854)	https://github.com/MacroscopeBenchmark/sdk-python/commit/fca208b866bccecc260b72160f2c66fa6c600be5
	https://github.com/mkmeral
mkmeral	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=mkmeral
fca208b	https://github.com/MacroscopeBenchmark/sdk-python/commit/fca208b866bccecc260b72160f2c66fa6c600be5
	https://github.com/MacroscopeBenchmark/sdk-python/tree/fca208b866bccecc260b72160f2c66fa6c600be5
fix: Set _is_new_session = False at the end of each initialize_* method (#1859)	https://github.com/MacroscopeBenchmark/sdk-python/commit/2da3f7c16b852f23ea7a7cfedde2ca94b631c274
	https://github.com/mehtarac
mehtarac	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=mehtarac
2da3f7c	https://github.com/MacroscopeBenchmark/sdk-python/commit/2da3f7c16b852f23ea7a7cfedde2ca94b631c274
	https://github.com/MacroscopeBenchmark/sdk-python/tree/2da3f7c16b852f23ea7a7cfedde2ca94b631c274
fix: break circular references so Agent cleanup doesn't hang with MCPClient (#1830)	https://github.com/MacroscopeBenchmark/sdk-python/commit/b9f5b904b49d6c8bce5699d749f2b5704c0143a9
	https://github.com/dbschmigelski
dbschmigelski	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=dbschmigelski
b9f5b90	https://github.com/MacroscopeBenchmark/sdk-python/commit/b9f5b904b49d6c8bce5699d749f2b5704c0143a9
	https://github.com/MacroscopeBenchmark/sdk-python/tree/b9f5b904b49d6c8bce5699d749f2b5704c0143a9
feat(steering): move steering from experimental to production (#1853)	https://github.com/MacroscopeBenchmark/sdk-python/commit/e7d3eb97c81eb45da486cb8266464ee60d76b20f
	https://github.com/dbschmigelski
dbschmigelski	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=dbschmigelski
e7d3eb9	https://github.com/MacroscopeBenchmark/sdk-python/commit/e7d3eb97c81eb45da486cb8266464ee60d76b20f
	https://github.com/MacroscopeBenchmark/sdk-python/tree/e7d3eb97c81eb45da486cb8266464ee60d76b20f
feat(skills): Add agent skills (#1755)	https://github.com/MacroscopeBenchmark/sdk-python/commit/4a26f4a519906eeb925a1f0caf13cecc5a6d6e19
4a26f4a	https://github.com/MacroscopeBenchmark/sdk-python/commit/4a26f4a519906eeb925a1f0caf13cecc5a6d6e19
	https://github.com/MacroscopeBenchmark/sdk-python/tree/4a26f4a519906eeb925a1f0caf13cecc5a6d6e19
fix: place cache point on last user message instead of assistant (#1821)	https://github.com/MacroscopeBenchmark/sdk-python/commit/b0fc7961d5e0f6f2f494b17f7380ed84f43582d9
	https://github.com/kevmyung
kevmyung	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=kevmyung
b0fc796	https://github.com/MacroscopeBenchmark/sdk-python/commit/b0fc7961d5e0f6f2f494b17f7380ed84f43582d9
	https://github.com/MacroscopeBenchmark/sdk-python/tree/b0fc7961d5e0f6f2f494b17f7380ed84f43582d9
feat(hooks): add resume flag to AfterInvocationEvent (#1767)	https://github.com/MacroscopeBenchmark/sdk-python/commit/bfe9d02001178ad1d6c29d0b92bf67411f637528
	https://github.com/mkmeral
mkmeral	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=mkmeral
bfe9d02	https://github.com/MacroscopeBenchmark/sdk-python/commit/bfe9d02001178ad1d6c29d0b92bf67411f637528
	https://github.com/MacroscopeBenchmark/sdk-python/tree/bfe9d02001178ad1d6c29d0b92bf67411f637528
fix(openai_responses): use output_text for assistant messages in multi-turn conversations (#1851)	https://github.com/MacroscopeBenchmark/sdk-python/commit/021344b2015aeea441bc843b3b9cb378ff5aab67
021344b	https://github.com/MacroscopeBenchmark/sdk-python/commit/021344b2015aeea441bc843b3b9cb378ff5aab67
	https://github.com/MacroscopeBenchmark/sdk-python/tree/021344b2015aeea441bc843b3b9cb378ff5aab67
fix(mistral): report usage metrics in streaming mode (#1697)	https://github.com/MacroscopeBenchmark/sdk-python/commit/3406ef4a5a500a6f28c6825b7989f41f3b979599
	https://github.com/jackatorcflo
jackatorcflo	https://github.com/MacroscopeBenchmark/sdk-python/commits?author=jackatorcflo
3406ef4	https://github.com/MacroscopeBenchmark/sdk-python/commit/3406ef4a5a500a6f28c6825b7989f41f3b979599
	https://github.com/MacroscopeBenchmark/sdk-python/tree/3406ef4a5a500a6f28c6825b7989f41f3b979599
Next	https://github.com/MacroscopeBenchmark/sdk-python/commits?after=635edbc60b72c5aa3df7e92bdfd8d1aec7b5223c+34
	https://github.com
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