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RAG on structured data with PostgreSQL

Pamela_Fox's avatar
Pamela_Fox
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Jun 11, 2024
RAG (Retrieval Augmented Generation) is one of the most promising uses for large language models. Instead of asking an LLM a question and hoping the answer lies somewhere in its weights, we instead f...
Updated Jun 11, 2024
Version 4.0
ai studio
genai
python
rag
retrieval augmented generation
Pamela_Fox's avatar
Pamela_Fox
Icon for Microsoft rankMicrosoft
Jul 09, 2024

alex470 That is quite frustrating, for sure. I believe the restrictions are in place to lessen abuse, but I hope we won't always have those restrictions. It should be possible to use OpenAI with the repo, by setting particular environment variables:

https://github.com/Azure-Samples/rag-postgres-openai-python/blob/b05f38ab45698331561b3c252e2a2c5c7da7bae9/src/fastapi_app/openai_clients.py#L38

It looks like I didn't fully document that feature. If you file an issue, I can make sure that's better documented.