Semantra alternatives for AI agents.

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Optimized LLM-Powered Data Processing: up to 1000x speedups with fast, accurate query processing, that's as simple as writing Pandas code

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

Privacy-respecting metasearch engine

Retrieval and Retrieval-augmented LLMs

YouTube Full Text Search - Search all of YouTube from the command line

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

Search plugins for qBittorrent search feature

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Easily compute clip embeddings and build a clip retrieval system with them

Research project. A Memory solution for users, teams, and applications.

Fast State-of-the-Art Static Embeddings

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).

An open source, non-profit web search engine