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Giles Odigwe 6f6ee61834 Python: Fix broken samples and add missing READMEs (#5038 )

* Python: Fix broken samples and add missing READMEs

- simple_context_provider: move instructions kwarg into options dict
- suspend_resume_session: use OpenAIChatCompletionClient for in-memory demo
- foundry_chat_client_with_hosted_mcp: move store kwarg into options dict
- Add README.md for context_providers and conversations sample folders

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Fix additional sample issues in context_providers

- mem0_basic: send preferences query before sleep so Mem0 can learn them,
  print result from new session recall
- mem0_sessions: add session for multi-turn conversation in agent-scoped
  example, remove user_id from agent-scoped provider (Mem0 API stores
  memories without user_id when agent_id is provided), use single message
  for storing preferences
- redis_basics: print retrieved context messages instead of raw object
- redis_sessions: add missing load_dotenv() call
- redis_basics/redis_sessions: fix docstrings referencing wrong client type
- azure_redis_conversation: replace duplicate copyright with load_dotenv()

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Fix broken link in declarative README

openai_responses_agent.py was renamed to openai_agent.py

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

6f6ee61834 · 2026-04-01 21:35:16 +00:00

History

custom_history_provider.py

Python: [BREAKING] update context provider APIs, middleware, and per-service-call history persistence (#4992 )

2026-04-01 16:13:11 +00:00

README.md

Python: Fix broken samples and add missing READMEs (#5038 )

2026-04-01 21:35:16 +00:00

redis_history_provider.py

Python: [BREAKING] Python: Provider-leading client design & OpenAI package extraction (#4818 )

2026-03-25 09:56:29 +00:00

suspend_resume_session.py

Python: Fix broken samples and add missing READMEs (#5038 )

2026-04-01 21:35:16 +00:00

README.md

Conversation & Session Management Samples

These samples demonstrate different approaches to managing conversation history and session state in Agent Framework.

Samples

File	Description
`suspend_resume_session.py`	Suspend and resume conversation sessions, comparing service-managed sessions (Azure AI Foundry) with in-memory sessions (OpenAI).
`custom_history_provider.py`	Implement a custom history provider by extending `BaseHistoryProvider`, enabling conversation persistence in your preferred storage backend.
`redis_history_provider.py`	Use Redis as a history provider for persistent conversation history storage across sessions.

Prerequisites

For suspend_resume_session.py:

FOUNDRY_PROJECT_ENDPOINT: Your Azure AI Foundry project endpoint (service-managed session)
FOUNDRY_MODEL: The Foundry model deployment name
OPENAI_API_KEY: Your OpenAI API key (in-memory session)
Azure CLI authentication (az login)

For custom_history_provider.py:

OPENAI_API_KEY: Your OpenAI API key

For redis_history_provider.py:

OPENAI_API_KEY: Your OpenAI API key
A running Redis server — default URL is redis://localhost:6379
- Override via the REDIS_URL environment variable for remote or authenticated instances
- Quickstart with Docker: docker run -d --name redis-stack -p 6379:6379 redis/redis-stack-server:latest