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OpenAI Agents SDK
Build production agent workflows with tools, handoffs, guardrails, sessions, and tracing in a compact Python toolkit.
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Production-ready Python agents and handoffs
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OpenAI Agents SDKv0.22.3
From the release notes
What's Changed fix(core): align conditional approvals with validated tool arguments by @seratch in #5066 fix(core): deliver tool-not-found output on server-managed resume by @hyeonsang010716 in #4947 fix(sandbox): keep command paths POSIX on a Windows host by @hyeonsang010716 in #4958 fix(sessions): handle concurrent async SQLite startup by @00200200 in #4987 fix(sessions): do not forward session limit as Conversations page size by @tiagovilasboas in #4961 fix(tracing): do not cache a missing OPENAI_API_KEY by @hyeonsang010716 in #5017 fix(extensions): include shell and apply_patch calls in AdvancedSQLiteSession's tool usage by @rioyu123 in #4982 fix(extensions): reap subprocesses on early stream close by @Hughhhhcoder in #4804 fix(extensions): preserve exact IDs in AdvancedSQLiteSession.delete_branch by @JiangLLM in #4980 Documentation & Other Changes docs: align repository security and contributor guidance by @jbeckwith-oai in #4962 docs: clarify Unix-local execution boundaries by @seratch in #5064 docs: update translated pages by @seratch in #5065 docs(examples): drop the duplicated word in the Temporal trace name by @simpleqt in #5079 chore: enable Python Dependabot coverage with release-age cooldowns by @jbeckwith-oai in #4964 chore: add code ownership and required release review guidance by @jbeckwith-oai in #4965 fix(deps): update vulnerable dependencies without changing SDK APIs by @jbeckwith-oai in #4963 chore(deps): update fastapi requirement from >=0.120.0 to >=0.141.1 in /examples/realtime/twilio_sip by @dependabot[bot] in #4966 chore(deps): update uvicorn requirement from >=0.38.0 to >=0.52.4 in /examples/realtime/twilio_sip by @dependabot[bot] in #4968 chore(deps): update openai requirement from <4,>=3.0.0 to >=3.8.0,<4 in /examples/realtime/twilio_sip by @dependabot[bot] in #4969 chore(deps): bump typing-extensions from 4.14.1 to 4.16.0 by @dependabot[bot] in #4970 chore(deps-dev): bump grpcio from 1.76.0 to 1.83.1 by @dependabot[bot] in #4971 chore(deps): bump sqlalchemy from 2.0.43 to 2.0.52 by @dependabot[bot] in #4973 chore(deps-dev): bump cryptography from 45.0.7 to 50.0.0 by @dependabot[bot] in #4975 ci: add Python and Actions CodeQL security scanning by @jbeckwith-oai in #4974 fix(ci): deploy docs after dependency and workflow updates by @dependabot[bot] in #4976 fix(deps): update python-multipart requirement from >=0.0.31 to >=0.0.32 in /examples/realtime/twilio by @dependabot[bot] in #5030 fix(deps): update python-dotenv requirement from >=1.2.2 to >=1.2.3 in /examples/realtime/twilio by @dependabot[bot] in #5031 fix(deps): update starlette requirement from >=1.3.1 to >=1.6.0 in /examples/realtime/twilio_sip by @dependabot[bot] in #5033 fix(deps): update python-dotenv requirement from >=1.2.2 to >=1.2.3 in /examples/realtime/twilio_sip by @dependabot[bot] in #5034 fix(deps-dev): bump pymdown-extensions from 11.0.1 to 11.0.2 by @dependabot[bot] in #5036 fix(deps): bump runloop-api-client from
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