{"repo":"groovy-web/rag-systems-production","free":true,"listed":false,"github":"https://github.com/groovy-web/rag-systems-production","clone":"git clone https://github.com/groovy-web/rag-systems-production.git","description":"Enterprise-grade RAG systems with monitoring, scalability, and production features","language":null,"stars":16,"topics":["ai-infrastructure","enterprise","llm","monitoring","production","python","rag","retrieval-augmented-generation"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"RAG Systems Production Production-ready Retrieval-Augmented Generation (RAG) systems with enterprise-grade features, monitoring, and scalability. Overview This repository provides a complete, production-ready implementation of RAG systems for building AI-powered applications. It includes document processing, vector embeddings, retrieval strategies, and integration with leading LLM providers. Features Core Capabilities - Document Processing : Multi-format document ingestion (PDF, DOCX, TXT, Markdown) - Vector Stores : Support for Pinecone, Weaviate, ChromaDB, and pgvector - Embedding Models : OpenAI, Cohere, HuggingFace, and local models - Retrieval Strategies : Semantic search, hybrid search, reranking - LLM Integration : OpenAI GPT-4, Anthropic Claude, open-source models Production Features - Scalability : Distributed processing and caching - Monitoring : Prometheus metrics, Grafana dashboards - Observability : Detailed logging and tracing - Security : API key management, rate limiting - Testing : Comprehensive test suite and benchmarks Quick Start Architecture Usage Example Documentation - Architecture Overview - System design and components - Deployment Guide - Production deployment strategies - Monitoring & Observability - Metrics and dashboards - API Reference - Complete API documentation Configuration Environment Variables Deployment Docker Kubernetes Monitoring The system includes comprehensive monitoring: - Metrics : Request latency, throughput, error rates - Tracing ","default_branch":null,"files":null,"tree":[],"storefront":"/r/groovy-web","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/groovy-web/rag-systems-production/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."}