https://github.com/llm-tools/embedjs

A NodeJS RAG framework to easily work with LLMs and embeddings
https://github.com/llm-tools/embedjs

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

Last synced: 8 days ago
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A NodeJS RAG framework to easily work with LLMs and embeddings

• Host: GitHub
• URL: https://github.com/llm-tools/embedjs
• Owner: llm-tools
• License: apache-2.0
• Created: 2023-06-29T19:13:16.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-10-27T21:25:50.000Z (12 days ago)
• Last Synced: 2024-10-29T17:11:56.011Z (10 days ago)
• Topics: 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
• Language: TypeScript
• Homepage: https://llm-tools.mintlify.app/get-started/introduction
• Size: 2.58 MB
• Stars: 300
• Watchers: 5
• Forks: 35
• Open Issues: 18
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Citation: CITATION.cff
  • Security: SECURITY.md

Awesome Lists containing this project

• awesome-ChatGPT-repositories - embedJs - A NodeJS RAG framework to easily work with LLMs and embeddings (NLP)

README

        


    





    

    





## 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:

-   [Introduction](https://llm-tools.mintlify.app/get-started/introduction#what-is-embedjs)

-   [Getting Started](https://llm-tools.mintlify.app/get-started/quickstart)

-   [Supported data types](https://llm-tools.mintlify.app/components/data-sources/overview)

-   [Examples](https://llm-tools.mintlify.app/examples)

## 🌐 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](CONTRIBUTING.md).