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Python: [BREAKING] Python: move Azure AI embeddings to Foundry (#5056)

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

* updated coverage

* fix readme
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Eduard van Valkenburg
2026-04-02 11:26:35 +00:00
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commit 95fd5ec658
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python/samples/02-agents/conversations/README.md
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@@ -8,6 +8,7 @@ These samples demonstrate different approaches to managing conversation history
|------|-------------|
| [`suspend_resume_session.py`](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`](custom_history_provider.py) | Implement a custom history provider by extending `BaseHistoryProvider`, enabling conversation persistence in your preferred storage backend. |
| [`cosmos_history_provider.py`](cosmos_history_provider.py) | Use Azure Cosmos DB as a history provider for durable conversation storage with `CosmosHistoryProvider`. |
| [`redis_history_provider.py`](redis_history_provider.py) | Use Redis as a history provider for persistent conversation history storage across sessions. |
## Prerequisites
@@ -21,6 +22,14 @@ These samples demonstrate different approaches to managing conversation history
**For `custom_history_provider.py`:**
- `OPENAI_API_KEY`: Your OpenAI API key
**For `cosmos_history_provider.py`:**
- `FOUNDRY_PROJECT_ENDPOINT`: Your Azure AI Foundry project endpoint
- `FOUNDRY_MODEL`: The Foundry model deployment name
- `AZURE_COSMOS_ENDPOINT`: Your Azure Cosmos DB account endpoint
- `AZURE_COSMOS_DATABASE_NAME`: The database that stores conversation history
- `AZURE_COSMOS_CONTAINER_NAME`: The container that stores conversation history
- Either `AZURE_COSMOS_KEY` or Azure CLI authentication (`az login`)
**For `redis_history_provider.py`:**
- `OPENAI_API_KEY`: Your OpenAI API key
- A running Redis server — default URL is `redis://localhost:6379`