← AI in CA practice
Col. D · Case
Smriti.
Practice knowledge, searched and cited
Problem
Circulars, past working papers and research notes sat in folders nobody searched. Answers were rebuilt from memory, and the source page was rarely recorded. A reviewer could not tell which document a statement came from.
OutcomeResearch questions are answered with a citation a reviewer can open. The habit of recording the page travelled from the tool into the working papers.
What it does
- Indexes circulars, notifications and my own notes page by page
- Answers a question with the passage and its document and page
- Flags when two sources disagree on the same provision
- Keeps the library current as new notifications arrive
- Exports a cited note straight into a working paper
Built with: Python, Postgres with pgvector, a Claude model for answers, self-built
Screenshot to be supplied
Screenshot to be supplied