最有价值项目

A LLaMA2-7b chatbot with memory running on CPU, and optimized using smooth quantization, 4-bit quantization or Intel® Extension For PyTorch with bfloat16.

Microsoft Phi 2 Streamlit App, deployed on HuggingFace Spaces is based on the Microsoft Phi 2 small language model (SLM) for text generation.

Command Line AI Assistant using HuggingFace Inference API

AI model for making mazes that extends OpenAIs GPT2 model

Text to emoji translation via DeepDreaming

Code Repository for the IndicXNLI paper.

Local RAG app with zero-config Docker setup. FastAPI + Streamlit + Qdrant + Ollama. Just run `docker-compose up --build`! 🚀

🧠 Personal knowledge MCP server with vector database for Opencode. Store and retrieve knowledge using semantic search, powered by local embeddings.

This tool provides a fast and efficient way to convert text into vector embeddings and store them in the Qdrant search engine. Built with Rust, this tool is designed to handle large datasets and deliver lightning-fast search results.

Find the images in your dataset most similar to a query image from URL or drag-and-drop, with FiftyOne!

Implements a framework to build Generative AI applications.

Universal memory layer for AI applications. Self-host in minutes. Open source.

A curated list of awesome Pinecone resources, libraries, tools and applications

CLI tool for OpenAI compatible APIs

LangGraphRAG: A terminal-based Retrieval-Augmented Generation system using LangGraph. Features include message history caching, query transformation, and vector database retrieval. Ideal for NLP researchers and developers working on advanced conversational AI and information retrieval systems.

High-Ratio Vector Quantization

Carter is a streamlined platform designed to help users effortlessly organize, share, and manage their links. With a secure interface, it allows users to save, categorize, and retrieve links in a controlled environment. Emphasizing privacy, Carter keeps links accessible and shareable as needed, empowering users with full control.

The Ultimate Vectors Library for Java

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

A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the db, use LLM to inference.