testing

Opai RAG Roadmap

Opai Standup Report

  • Last Standup Report: 2024-10-22 in kwaai slack
  • Done: RAG research, design, prototype, and release plan (winner: LightRAG)
  • Doing: Refine Pai roadmap Opai Roadmap 2024-10.excalidraw
  • Todo: Demo LightRAG with Streamlit Taipy LightRAG Demo in Taipy
  • Blockers: Better Than for python dev (lightrag, venv, streamlit)
  • Northstar Goal:
    • Open source Med-Fin-Ed Pai starter project with reliable and verifiable import and inquire algos
      1. Simple, open source, RAG webapp that works with any SLM/LLM
      2. Domain-specific optimization for import and inquire algos
      3. Open source verifiable datasets and benchmarking leaderboard
  • Provisional specs:
    • Target devices: mobile, notebook, desktop with 8+GBs of memory
    • Target IQ: o1 Reasoning 100+IQ
    • Target license: MIT+CF
    • SLM <3GB
    • PKG <100MB (5-10x index expansion)
      • features: inspectable knowledge graph and query plan
    • UI Interfaces: Taipy, Streamlit?, Flask?