vector-database

An intelligent assistant for querying and analyzing real estate condo data in Miami.

Build Recommender System with PyTorch + Redis + Elasticsearch + Feast + Triton + Flask. Vector Recall, DeepFM Ranking and Web Application.

Sorted Data Structure Server - Treds is a Data Structure Server which returns data in sorted order and is the fastest prefix search server. It also persists data on disk.

Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)

MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversations.

hnswlib-wasm attempts to create a browser friendly version of hnswlib

Python SDK for vector search, semantic search, RAG, embeddings, and AI agents on Oracle AI Database

PostgreSQL extension for supporting deep learning model inference within the database and vector storage

Example chat-with-pdf app showing how to provision a dedicated database instance for each user. In this app, every database uses pgvector for similarity search. Powered by Neon

Vector search using only Parquet and DataFusion

Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authentication.

Vector Database implemented in Golang with support for full-text and vector search as well as fault tolerance via Raft.

Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map with spreading activation, Hebbian writeback, episodic recall, and post-turn consolidation. Local-first, model-agnostic, AGPL.

A unified python SDK supports OceanBase or OceanBase seekdb, more efficient and easy-to-use.

Local memory infrastructure for AI agents. Store knowledge and skills in isolated vaults you compose, control and query.

Dabarqus is incredibly fast RAG that runs everywhere.

Similarity detection for Github Issues + AI code reviews

An agentic orchestrator *inside* a relational-vector-graph/key-value database!

POC visual search with smart glasses and Qdrant Edge.

S3 vector database for LLM Agents and RAG.