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roadmap.md

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Roadmap

Archive Infrastructure

  • S3 storage for archives, and API to serve it
  • Archive filtering and privacy settings
  • Postgres DB for pooled archives, and API to serve it
  • Row-level security
  • Small fixes:
    • Split archive.json into files and chunks for convenient storage
    • Download and store avatars
    • Move from multiple archive_uploads to a single one
  • Implement tests for uploading and privacy
  • Embeddings infrastructure:
    • Create and store embeddings
      • using people's openai api key or letting them pay us to do it
    • Develop economics model for user charging
  • Browser extension for DB updates via Twitter client API scraping
  • Own your social graph: prompt users for contact info (email is included in archive), and display it in profile only to their mutuals.

Apps Using the Data

  • Website
    • Twitter-like advanced full text search
    • User pages with top tweets and a button to copy as text (to put in LLM context)
  • Keyword and concept trends analysis
  • Website improvements:
    • Restyle front page
    • Render threads
  • Birdseye: personal archive insights (topic clustering app)
  • Train the tpot LLM and give it a twitter account
  • Semantic search
  • User summary pages (interests, projects, relationships)
  • Discourse mapping
  • Discussion reranking with bridging algorithms
  • GraphRAG on whole db
  • Interactions network visualization and temporal analysis