rag-postgres-openai-python
fastapi-backend-base
| rag-postgres-openai-python | fastapi-backend-base | |
|---|---|---|
| 2 | 2 | |
| 461 | 8 | |
| 9.1% | - | |
| 8.3 | 10.0 | |
| 19 days ago | over 2 years ago | |
| Python | Python | |
| MIT License | - |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
rag-postgres-openai-python
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Production RAG: what I learned from processing 5M+ documents
https://github.com/Azure-Samples/rag-postgres-openai-python/...
I'll ask the search about SPLADE, not sure.
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Better RAG Results with Reciprocal Rank Fusion and Hybrid Search
https://github.com/Azure-Samples/rag-postgres-openai-python/...
That's largely based off a sample from the pgvector repo, with a few tweaks.
Agreed that Hybrid is the way to go, it's what the Azure AI Search team also recommends, based off their research:
https://techcommunity.microsoft.com/t5/ai-azure-ai-services-...
fastapi-backend-base
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ORM for FastAPI+PostgreSQL, Tortoise or Sqlalchemy? what would you choose and why?
Fully agree. I have a production ready FastAPI backend base project OP can use for reference https://github.com/nickatnight/fastapi-backend-base
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The way I build new FastAPI projects
I did the same a few months ago. Comes with some nice bells and whistles https://github.com/nickatnight/fastapi-backend-base
What are some alternatives?
raglite - 🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
bracket - Selfhosted tournament system
pgserver - Pip-installable, embedded-like postgres server for your python app
fastapi-best-practices - FastAPI Best Practices and Conventions we used at our startup
co-op-translator - Easily automate the translation of your documentation into multiple languages, powered by Azure AI Services
tag-youre-it-backend - 🌐 A real world FastAPI example