postgresql
232 个项目 · ⭐ 2066.4kA complete Retrieval-Augmented Generation (RAG) application that demonstrates modern AI capabilities for answering questions about Ultimate Frisbee rules and strategies. This project showcases how to build a production-ready RAG system using cutting-edge technologies.
Turn PostgreSQL into your search engine in a Pythonic way.
PostgreSQL-compatible SQL, graph, and vector database built from scratch in Rust.
The Financial Research Analyst Agent is a hierarchical multi-agent system that provides comprehensive stock analysis by coordinating 11 specialized AI agents, 20+ analysis tools, a RAG knowledge pipeline, and a multi-provider data layer — all accessible through a Streamlit web app, REST API, and CLI.
NFT pet game on Ethereum & Solana - mint, breed, train, and battle pets with Chainlink VRF-powered combat and on-chain progression.
A project to show howto use SpringAI with Ollama to chat with the documents in a library. Documents are stored in a normal/vector database. The AI is used to create embeddings from documents that are stored in the vector database. The vector database is used to query for the nearest document. That document is used by the AI to generate the answer.
Self-hosted multitenant platform for AI agents and Telegram bots with event-driven architecture
A semantic code search tool for intelligent, cross-repo context retrieval.
Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal ingestion (vision, audio transcription, speaker diarization), and knowledge graph. Rust + PostgreSQL.
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