{"repo":"pgEdge/pgedge-rag-server","free":true,"listed":false,"github":"https://github.com/pgEdge/pgedge-rag-server","clone":"git clone https://github.com/pgEdge/pgedge-rag-server.git","description":"A simple API server for performing Retrieval-Augmented Generation (RAG) of text based on content from a PostgreSQL database using pgvector.","language":"Go","stars":50,"topics":["ai","api","postgres","postgresql","rag","server"],"license":"PostgreSQL","category":"databases-storage","readme_excerpt":"pgEdge RAG Server - pgEdge RAG Server - Architecture - Installing pgEdge RAG Server - Installing pgEdge RAG Server - pgEdge RAG Server Quickstart - Configuring the pgEdge RAG Server - Creating a Configuration File - Sample Configuration Files - Managing API Keys - Using pgEdge RAG Server - Using the RAG Server API - API Reference - Using the API in a browser - pgEdge RAG Server Release Notes - Developer Notes - Licence The pgEdge RAG Server is a simple API server for performing Retrieval-Augmented Generation (RAG) of text based on content from a PostgreSQL database using pgvector. Documentation for the RAG Server is available online at: https://docs.pgedge.com/pgedge-rag-server/ The RAG Server features: - Multiple RAG pipelines with configurable embedding and LLM providers - Hybrid search combining vector similarity and BM25 text matching - Support for OpenAI, Anthropic, Google Gemini, Voyage, and Ollama LLM providers - Support for OpenAI-compatible local LLM providers (LM Studio, Docker Model Runner, EXO) - Configurable request headers for API gateways and proxy servers - Token budget management to control LLM costs - Optional streaming responses via Server-Sent Events - TLS/HTTPS support Quick Start - Using the RAG Server To use the pgEdge RAG Server, you must: 1. Build the pgedge-rag-server binary. 2. Create a configuration file that specifies details used by the RAG server. 3. Invoke pgedge-rag-server. Before installing pgEdge RAG Server, you should install or obtain: - G","default_branch":null,"files":null,"tree":[],"storefront":"/r/pgEdge","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/pgEdge/pgedge-rag-server/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}