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Running
Running
Migration: v1.3 -> v1.4
v1.4 is a source/UI/evaluation upgrade. No corpus or database migration is required.
Main changes
- Ask immediately shows
Processing...and disables duplicate submissions. - Evaluation immediately shows a running state and disables duplicate benchmark runs.
- Source-level AP/nDCG metrics deduplicate repeated chunks from one file.
- Evaluation bypasses response caching and does not mutate chat history.
- Deep judge scores are citation-calibrated.
- Letter grades use quality gates.
- Structured table lookup routing is clarified.
- The demo benchmark expands to v1.4.
- Architecture + API becomes an interactive runtime/API reference tab.
- New session-status and benchmark-metadata API endpoints are available.
Upgrade
Extract the v1.4 patch over a clean v1.3 repository, then:
git add .
git commit -m "Upgrade RAGForge to v1.4 evaluation and API observability"
git push origin main
The patch intentionally excludes demo_documents/NIST_AI_RMF_1.0.pdf, so an existing Hugging Face Xet/LFS setup is not disturbed.
Post-deploy checks
- Click Ask and confirm the button changes to
Processing...immediately. - Start Quick evaluation and confirm
Run evaluationbecomes disabled with a visible running message. - Run Standard and verify source AP@5 never exceeds 1.0.
- Run Standard followed by Deep and verify Deep pipeline latency is not near zero due to cache hits.
- Inspect diagnostics for Text2SQL/citation/reranker findings.
- Open Architecture + API, click
Refresh runtime view, and verify the current workspace and curl examples appear. - Open
/docsto confirm the FastAPI v1.4 endpoints.