最有价值项目

Never repeat yourself across AI :)

A rust native, standalone and self-managed vector database uses HNSW data structure for fast queries and search.

Q&A System using BERT and Faiss Vector Database

Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch.

The open-source, self-hosted alternative to NotebookLM.

Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweight Python server with SQLite storage and semantic search.

sovereign embedded vector database, single-file .nest container with content-addressable citations, reproducible builds, and offline-first model verification.

Turbocharge your AI Agents with TurboQuant

A standalone memory engine for AI agents in .NET, with hybrid retrieval, graph memory, pluggable providers, and behavior-shaped memories.

Applying LLMs, augmented with information retrieval (RAG) and function calling, to a variety of tasks in different domains.

The blazingly fast in-memory vector database 🚀

Terraform module to deploy QDrant vector DB on EC2 AWS

Lightweight vector database in Rust with HNSW, LSH, and custom encoding

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Learn how to diagnose and apply different retrieval methods for different purposes with Pinecone.

GalaxDB is designed for AI and ML workloads that need more than a traditional database. Instead of stitching together a relational database, a vector store, an embedding API, and a training pipeline, GalaxDB provides all of these capabilities in one binary with a single SQL interface.

It is a case study of an intelligent agent for Ocean.

The Anal-Queen of AI Browser Automation 🏴‍☠️ A beautifully fucked-up Skynet-powered browser automation script that harnesses neural brainfuck and machine learning chaos to give zero shits about anything while somehow still working perfectly.

Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding

🧠 | Multimodal Integration of Oncology Data System