aaaaaa11111q/agentic-rag-10k-walkthroughs

Agentic RAG for 10-K Analysis — video walkthroughs

Two short screen-recorded walkthroughs for the Fireworks AMLE take-home: a local agentic RAG assistant over six 10-K filings + a SQLite financials DB, whose answers pass through a DOS-grounded verify gate (every number re-checked against re-run SQL, every narrative claim against cited filing text — ungrounded drafts are pruned or refused, never shipped).

• —Eval walkthrough (~1:25) — the dev-set eval harness, the three scorers, and the per-question evidence traces.
• —Code walkthrough (~1:45) — the architecture: the agent loop, the verify gate, and how the DOS evidence-floor keeps the LLM judge advisory-only.

Open index.html (the Space landing page) for inline players, or stream the raw files:

• —assets/eval_walkthrough.mp4
• —assets/code_walkthrough.mp4

The full submission (source + data) is also downloadable here: agentic-rag-10k-submission.zip.

Source + full docs: GitHub anthony-chaudhary/agentic-rag-takehome-fw.