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llm-tools / embedJs

A NodeJS RAG framework to easily work with LLMs and embeddings
https://llm-tools.mintlify.app/get-started/introduction
Apache License 2.0
331 stars 41 forks source link
ai chatgpt claude cohere embedding embeddings gpt gpt-4 gpt-4o huggingface large-language-models llm mistral ollama openai pinecone rag vector-database vertex-ai

readme

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What is EmbedJs?

EmbedJs is an Open Source Framework for personalizing LLM responses. An ultimate toolkit for building powerful Retrieval-Augmented Generation (RAG) and Large Language Model (LLM) applications with ease in Node.js.

It segments data into manageable chunks, generates relevant embeddings, and stores them in a vector database for optimized retrieval. It enables users to extract contextual information, find precise answers, or engage in interactive chat conversations, all tailored to their own data.

📖 Documentation

Comprehensive guides and API documentation are available to help you get the most out of EmbedJs:

🌐 Contributing

Contributions are welcome! Please check out the issues on the repository, and feel free to open a pull request. For more information, please see the contributing guidelines.