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Eduard van Valkenburg 95fd5ec658 Python: [BREAKING] Python: move Azure AI embeddings to Foundry (#5056 )

* renamed AzureAIINferenceEmbeddings and lazy load azure-cosmos and env var rename

* updated coverage

* fix readme

2026-04-02 11:26:35 +00:00

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.
`cosmos_history_provider.py`	Use Azure Cosmos DB as a history provider for durable conversation storage with `CosmosHistoryProvider`.
`redis_history_provider.py`	Use Redis as a history provider for persistent conversation history storage across sessions.

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:

For cosmos_history_provider.py:

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