multimodal-RAG

The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

Go wrapper for bert.cpp embeddings library using cgo/dll approach.

The Memory layer for AI Agents

the AI-native open-source embedding database

100+ Chinese Word Vectors 上百种预训练中文词向量

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/

Retrieval and Retrieval-augmented LLMs

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

Java version of LangChain

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.