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reorproject /reor

Star8.5k

Private & local AI personal knowledge management app for high entropy people.

markdown ai llama note-taking pkm rag local-first vector-database second-brain llamacpp lancedb ollama

UpdatedMay 13, 2025
JavaScript

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.

python workflow ai serverless chatbot spreadsheet svelte orchestration baas agents backend-as-a-service rag llm chatgpt retrieval-augmented-generation lancedb ai-agents-framework llm-ops llama3-1 intelligent-spreadsheet

UpdatedFeb 19, 2026
Python

lancedb /vectordb-recipes

Star920

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

machine-learning ai deep-learning embeddings openai gpt agents fine-tuning multimodal rag vector-database llms langchain llama-index lancedb gpt-4-vision multimodal-ai

UpdatedFeb 19, 2026
Jupyter Notebook

CurvineIO /curvine

Star586

High-performance distributed multi-tier cache system. Built in Rust.

rust ai s3 fluid high-performance-computing cloud-native model-deployment model-training lance inference-acceleration ai-infra opendal lancedb

UpdatedFeb 12, 2026
Rust

ggozad /haiku.rag

Sponsor

Star486

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

ai mcp ml rag lancedb docling mcp-server pydantic-ai

UpdatedFeb 20, 2026
Python

wzdavid /ThinkRAG

Star311

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。企业级SaaS版本请访问：

elasticsearch chatbot openai knowledgebase laptop embedding reranking rag moonshot streamlit hybrid-search baai langchain llamaindex chromadb retrieval-augmented-generation lancedb zhipuai ollama deepseek

UpdatedJan 28, 2026
Python

sankalp1999 /code_qa

Star279

RAG on codebases using treesitter and LanceDB

tree-sitter rag jina lancedb openai-embeddings

UpdatedNov 17, 2024
Python

AI-Northstar-Tech /vector-io

Sponsor

Star266

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.

visualization data-import parquet kdb data-export data-backup pinecone datastax huggingface milvus vector-database vector-search-engine qdrant huggingface-datasets chromadb data-exploration-and-preprocessing lancedb zilliz turbopuffer

UpdatedFeb 16, 2026
Jupyter Notebook

linggen /linggen-memory

Star104

A local-first memory layer for AI (Cursor, Zed, Claude). Persistent architectural context via semantic search.

rust ai mcp developer-tools lancedb context-window

UpdatedFeb 19, 2026
Rust

aws-samples /Serverless-Retrieval-Augmented-Generation-RAG-on-AWS

Star89

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

aws aws-lambda serverless reactjs full-stack retrieval-augmented-generation lancedb

UpdatedNov 18, 2024
JavaScript

sankalp1999 /semantweet-search

Star58

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

python embeddings openai image-search semantic-search similarity-search vector-search lancedb

UpdatedMar 25, 2024
Python

illegal-instruction-co /rememex

Star47

semantic search for your local files find by meaning, not keywords. 120+ file types, OCR, MCP server for AI agents. 100% private.

rust privacy ocr mcp embeddings local-search semantic-search knowledge-management file-search ai-agents tauri lancedb

UpdatedFeb 19, 2026
Rust

kuzudb /graph-rag-workshop

Star32

Graph RAG workshop using Kùzu and LanceDB for hybrid RAG

graphdb vector-search kuzu kuzudb lancedb graph-rag hybrid-rag

UpdatedJan 12, 2025
Python

prrao87 /lancedb-study

Star29

Comparing LanceDB and Elasticsearch for full-text search and vector search performance

embedded-database lance vector-database vector-db lancedb

UpdatedFeb 8, 2026
Python

bridgerust /bridgerust

Star21

High-performance infrastructure libraries built in Rust, with seamless bindings for Python, Node.js, and WebAssembly.

nodejs python rust machine-learning orm ai embeddings bindings rust-bindings semantic-search rag pyo3 weaviate vector-database napi-rs ai-agent qdrant chromadb lancedb pinecode

UpdatedFeb 18, 2026
Rust

cornelcroi /context-lens

Star19

Semantic search knowledge base for MCP-enabled AI assistants. Index local files or GitHub repos, query with natural language. Built on LanceDB vector storage. Works with Claude Desktop, Cursor, and other MCP clients.

python mcp openai gpt knowledge-base semantic-search embedding claude rag vector-database sentence-transformers ai-assistant llm anthropic anthropic-claude lancedb local-ai model-context-protocol fastmcp kiro

UpdatedNov 20, 2025
Python

krnel-ai /krnel-graph

Star19

Lightweight representation engineering dataflow operations for agent developers.

transformers pytorch dataflow parquet huggingface huggingface-transformers duckdb pylance mechanistic-interpretability lancedb transformerlens representation-engineering pragmatic-interpretability

UpdatedFeb 4, 2026
Python

graphgeeks-lab /odsc-agentic-ai-summit-2025

Star18

Code from the ODSC Agentic Graph RAG workshop combining vector, FTS & graph retrieval for RAG. Includes observability and guardrails for evaluating outputs.

agent graph-database full-text-search fts structured-output baml vector-search vector-database hybrid-search llm kuzu lancedb graph-rag graphrag hybrid-rag