xloc / chatgpt-doc-manager

ChatGPT doc manager

• Answering question based on given document
• Use Embedding to select relavent doc
  • idea came from openai cookbook Question answering using embeddings
• build using nicegui https://nicegui.io

it may not be that useful, but

• not useful because chatgpt plugin is there
  • plus new bing with edge browser
• but, good way to learn by building something
  • I plan to learn:
    • web scraping
    • docker deployment
    • project planning and prototyping

plan

• build doc collector
  • web doc collector
• build chat UI
  • with embedding info about what docs are selected
• doc manager
  • preprocessing
    • embedding inference
    • shortening
  • selecting
    • select specific collection for certain answer
  • info update
    • detect new changes
    • update the collection incrementally