POC: Stop using langchain for Azure Search and OpenAI calls

Azure-Samples / chat-with-your-data-solution-accelerator

A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes most common requirements and best practices.

https://azure.microsoft.com/products/search

MIT License

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POC: Stop using langchain for Azure Search and OpenAI calls #786

Closed adamdougal closed 2 weeks ago

adamdougal commented 2 weeks ago

This is POC code, it's not unit tested and if we proceed it may be structured differently
Retrains langchain as an overall orchestrator
Motivation for doing this is to give us full control over the search index and how we query it, allowing us to add an image vector field

Required by https://github.com/Azure-Samples/chat-with-your-data-solution-accelerator/issues/748

ross-p-smith commented 2 weeks ago

I'm very happy with the direction of this - it actually simplifies things and removes a lot of langchain! Which will ultimately help @cecheta !! :-D I think we need Komal's in first though.