最有价值项目

Move files between devices with a screen and a camera — offline optical transfer of RVF cognitive containers and WASM artifacts over animated QR codes. Mobile-first, no network, no accounts, SHA-256 verified.

Decentralized vector database on Bittensor — content-addressed semantic memory for AI

Text summation using python, deep learning, machine learning, transformer, huggingface, openai and langchain

Mood is an AI-driven journaling web app designed to help users track their sentiments and moods over time. It offers advanced sentiment analysis and question-based similarity searches, making journaling an insightful and engaging experience.

Pinecone BYOC

High-performance LLM query cache with semantic search. Reduce API costs 80% and latency from 8.5s to 1ms using Redis + Qdrant vector DB. Multi-provider support (OpenAI, Anthropic).

Elixir RAG library with multi-LLM routing (Gemini, Claude, OpenAI, Ollama), GraphRAG, knowledge graphs, modular retrievers/rerankers, composable pipelines, pgvector integration, advanced chunking, and tool-using agents. Fork of bitcrowd/rag.

Recommendation Model using Milvus vector db

A simple yet powerful semantic AI search engine⚡️

AI powered legal research engine. The system is based on multi AI agentic RAG systems leveraging the power of Llama3 LLM

Easily create semantic search based LLM applications

Helper package to spin-up a Qdrant instance without Docker

Implementation of Retrieval Augmented Generation model in typescript with Gemini LLM

AI Search engine

LogosDB is the SQLite for AI Agents.

The data layer for AI with Vector, Graph and Vector-Math built into one single rust engine

This project implements 30+ variants of ANN algorithms to find the K nearest neighbors in high-dimensional vector spaces. It is meant as a convenient sandbox: drop in your own ANN code, run a one-liner, and instantly compare build/search speed and recall against the bundled baselines.

Code for paper "Modality Plug-and-Play: Elastic Modality Adaptation in Multimodal LLMs for Embodied AI"

ThingiPano: A Large-Scale Dataset of 3D Printing Metadata, Images, and Panoramic Renderings for Exploring Design Reuse

AI-powered disaster response platform with offline-first architecture using Gemma 3n. Provides computer vision hazard detection, voice analysis with emergency keywords, PDF report generation, and multi-user coordination - all working without internet access.