Popular GitHub Repositories for Pg Vector

SoulCare is a mental health app using NLP to analyze social media sentiment, track symptoms, and offer AI-driven support with personalized reports, document uploads, and symptom-based prioritization.

Manage vector embeddings using cli and integrating with LanceDB, LLM models, PostgreSQL, and Retrieval-Augmented Generation (RAG) workflows for data storage, retrieval, and AI-driven insights.

A starting point for building custom LLM apps. Incorporates Ollama, Open WebUI, Langchain, Streamlit, Chroma, & PGVector using Docker and Docker Compose.

This project demonstrates how to implement a hybrid search engine for Retrieval-Augmented Generation (RAG) using Postgres with PgVector. It showcases the use of asynchronous streaming with Groq's function calling capabilities in a FastAPI application.