vector-database

C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.

A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.

The Supabase of AI era. A modular, open-source backend for building AI-native software — designed for knowledge, not static data.

A dead-simple API to build LLM-powered apps

Your Local Artificial Memory on your Device.

🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach.

✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.

Semantic Search on Wikipedia with Upstash Vector

Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: Symbol-graph intelligence combined with precision tools. It turns sprawling codebases into compact, high-signal context that saves tokens, speeds up workflows, and improves agent output.

JavaScript/Typescript SDK for Qdrant Vector Database

Mercury - Train your own custom GPT. Chat with any file, or website.

Official Python SDK for the Pinecone vector database

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

AI Chatbot for analyzing/extracting information from data in conversational format.

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

A tiny embedding database in pure Rust.

Memento MCP: A Knowledge Graph Memory System for LLMs