Popular GitHub Repositories for Lancedb

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.

A LLM RAG system runs on your laptop. 大模型检索增强生成系统，可以轻松部署在笔记本电脑上，实现本地知识库智能问答。

Comprehensive Vector Data Tooling. The universal interface for all vector database, datasets and RAG platforms. Easily export, import, backup, re-embed (using any model) or access your vector data from any vector databases or repository.

RAG on codebases using treesitter and LanceDB

A full-stack serverless RAG workflow. This is thought for running PoCs, prototypes and bootstrap your MVP.

Vector search over tweets from the tweet archive using OpenAI embeddings and LanceDB

Graph RAG workshop using Kùzu and LanceDB for hybrid RAG

Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search

spaCy pipeline component for ANN Entity Linking using LanceDB

Search on your images via text or image to image search. Uses OpenAI CLIP embedding and LanceDB

Agentic Graph RAG workshop presented at the ODSC agentic AI summit in July 2025. Combines vector, FTS and graph retrieval.

A powerful RAG system for querying code repositories using tree-sitter parsing, LanceDB vector storage, and Qwen models

Projects Implemented for the Udacity Generative AI Engineer Nanodegree Program

This repository contains comprehensive documentation for implementing and optimizing the A-MEM (Associative Memory) system utilizing both vector and graph storage for dynamic memory organization.

This is a thin wrapper around LanceDb (VectorDb) meant to provide a means to create/store/query embeddings in a LanceDb without the need to grok the lower level Arrow/ColumnarDb tech.

API service to search vectorized Cursor IDE chat history using LanceDB and Ollama

A lightweight digital asset manager (DAM) focused on simplicity, fast deployment, and zero-framework frontend. It enables users to upload, search, and view image metadata stored as Lance format vectors

? SyntheSearch: A smart research tool that uses AI to find and synthesize the most relevant papers, saving researchers time and offering clear, insightful summaries to enhance understanding.

Ask anything about DeSci & Molecule! Smart chatbot with local knowledge + web search fallback