DocScout
Citation-grounded search and question-answering service that helps compliance teams query and verify Indian regulatory circulars from the…
What XERJ indexed
Selected work
“implement high-cardinality telemetry and cost-per-qu…”. 4 files, 528 lines in app, tests, app/api.
Licence
The repository
Checked by a person at the pinned commit.
The XERJ corpus
The author agreed by email on 2026-10-16. Same terms as the repository. Answers name the repo, the commit and the file:line.
in licence reviewnot in the hub yetsuggested use: adapt with attribution
bm25fastapihybrid-searchpgvectorpythonragregulatory-complianceinformation-retrieval
Example questions
- How does DocScout implement bm25?
- What does app/api do in DocScout?
- Show the fastapi code in DocScout.
The prompt
Paste it into your AI agent. It clones shivanshjain456/DocScout at the pinned commit and indexes it on your machine.
Search the GitHub repository shivanshjain456/DocScout with XERJ (https://hub.xerj.org/corpus/shivanshjain456--docscout). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/shivanshjain456/DocScout DocScout && git -C DocScout checkout c031f2f45c2ae127cd2b8f9d1407d74a82b6075b 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./DocScout --url http://127.0.0.1:9200 --prefix docscout --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: MIT. Keep the copyright notice and credit the authors.
Related
Shivansh JainLaw and regulation corporahaystackadalflowawesome-llm-appsjovempedr0/faiss_indexRizgarOzan/turkish-rag-evalnotadev-iamaura/OneRAG
Selected work and consent: the XERJ registry.