Azure Functions extension for OpenAI, now in public preview, enables developers to build Function applications that integrate with OpenAI.
You can now perform the following tasks when building a Function App with the Open AI extension. The below capabilities are available in all languages (.NET, Java, Python, Node.js, PowerShell)
Retrieval Augmented Generation (Bring your own data for semantic search)
- Data ingestion with Functions bindings.
- Automatic chunking and embeddings creation.
- Store embeddings in vector database including AI Search, CosmosDB for MongoDB, and Azure Data Explorer.
- Binding that takes prompts, retrieves documents, sends to OpenAI LLM, and returns to user.
Text completion for content summarization and creation
- Input binding that takes prompt and returns response from LLM.
Chat assistants
- Input and output binding to chat with LLMs.
- Output binding to retrieve chat history from persisted storage.
- Skills trigger that is registered and called by LLM through natural language.
