Nuvotion-Visuals / Harmony3

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Integration of RAG from llamaindsx for Enhanced AI Recommendations #2

Open tom-leamon opened 6 months ago

tom-leamon commented 6 months ago

Background

Harmony, our AI-driven platform structured around a hierarchy of spaces, groups, channels, threads, and messages, aims to enhance brainstorming, research, communication, and coworking through its flexible system. The platform offers voice interaction capabilities and a dynamic UI that syncs speech with text highlights.

Proposal

Integrate the Retrieval Augmented Generation (RAG) feature from llamaindsx's TypeScript package to enhance Harmony's functionality. This integration is expected to:

  1. Improve Recommendation Quality: By utilizing RAG, Harmony can offer more precise and contextually relevant organizational suggestions and content recommendations.
  2. Enhance Search Functionality: Implement an intention-based search across various spaces using RAG, enabling users to find the most accurate and relevant information quickly.
  3. Detailed Reference of Conversations: Facilitate referencing past conversations with time awareness, significantly improving the utility of stored data.

Expected Benefits

Request

We request the llamaindsx team to provide guidance on integrating RAG with our TypeScript-based Harmony platform, ensuring compatibility and maximizing the potential of both technologies.

tom-leamon commented 6 months ago

https://ts.llamaindex.ai/modules/llms/available_llms/ollama

tom-leamon commented 6 months ago

Hook up RAG for all suggestions