rag-postgres-openai-python
llama-index-javascript
| rag-postgres-openai-python | llama-index-javascript | |
|---|---|---|
| 2 | 1 | |
| 461 | 69 | |
| 9.1% | - | |
| 8.3 | 4.2 | |
| 19 days ago | 9 days ago | |
| Python | TypeScript | |
| MIT License | MIT License |
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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-...
llama-index-javascript
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Building a RAG app with LlamaIndex.ts and Azure OpenAI: Getting started!
We’re excited to see what you build with this getting started application. Feel free to fork it and like the GitHub repository to receive the latest updates and features.
What are some alternatives?
raglite - 🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
flask-surveys-container-app - An example Flask app for public surveys (no user auth) designed to be run inside Docker and deployed to Azure Container Apps with the Azure Developer CLI.
pgserver - Pip-installable, embedded-like postgres server for your python app
miyagi - Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.
fastapi-backend-base - :globe_with_meridians: A base project I use for building fastapi backends
GPTRouter - Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.