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Demo

The demo gallery is generated from scripts/create_demo_gif.py and committed under docs/assets/.

docs/assets/demo.gif shows the deterministic local flow:

  1. Ingest a fixture paper.
  2. Submit a research query.
  3. Inspect the Observe -> Decide -> Act planning trace.
  4. Return a citation-backed answer.

Additional assets:

  • docs/assets/use_cases.gif: starts from common research workflow issues and shows how Scholar RAG Agent addresses them.
  • docs/assets/planning_trace.gif: shows Observe -> Decide -> Act planning and persisted audit events.
  • docs/assets/grounded_answer.gif: shows validated claims, source chunk IDs, and [UNGROUNDED] protection.

Recreate the assets with:

uv run python scripts/create_demo_gif.py

Run the same end-to-end flow in the terminal with:

uv run python scripts/demo_local.py