Research Assistant App

Sun, 25 Aug 2024 09:44:02 GMT — Properties

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Top-level Flow

1. Identify or describe a topic of interest
2. Choose source
   • Wikipedia
   • arXiv
   • Other sources?
3. Submit topic of interest
   • Semantic search against source to retrieve relevant documents
   • Fetch and store documents (e.g., PDFs) in topic directory
   • Index/embed the retrieved documents
4. Notify user that topic of interest is available for ((G)RAG) querying
   • Allow the user to view the retrieved documents and accompanying (knowledge) graph
     • The user, at this point, can select / deselect individual PDFs
5. Provide the user with a query interface
6. Stream response

Miscellaneous

• The user's topics of interest and related queries (together with the responses) are stored making it possible to re-visit "old" topics and accompanying queries / responses
• Topics of interest can be viewed, deleted and re-freshed (the semantic search against the chosen source is re-submitted and the relevant documents are fetched and re-indexed/embedded)
  • The accompanying queries and responses
  • Set of retrieved documents
  • Graph visualization, etcetera

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Notes

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