Circuit-Forge/pagepiper
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pyr0ball 347b391c6e fix: prevent LLM hallucination when retrieval returns low-signal results 
- Strengthen synthesizer system prompt: hard 'respond with exactly' constraint
  instead of soft 'say so'; removes any wiggle room for the model to supplement
  from training data
- Add early return in synthesize() when chunks is empty (belt-and-suspenders
  alongside the existing guard in chat.py)
- Add MIN_SIGNAL threshold (0.01) in retriever: if the top combined score is
  below the threshold, return empty so the caller's no-results path fires instead
  of sending noise chunks to the LLM
2026-05-06 10:17:51 -07:00
..
api feat: RAG retrieval quality, artifact cleaning, and ingestion progress UI 2026-05-06 08:25:58 -07:00
services fix: prevent LLM hallucination when retrieval returns low-signal results 2026-05-06 10:17:51 -07:00
__init__.py feat: add database schema and migration runner 2026-05-04 17:10:38 -07:00
config.py feat: RAG retrieval quality, artifact cleaning, and ingestion progress UI 2026-05-06 08:25:58 -07:00
deps.py feat: RAG retrieval quality, artifact cleaning, and ingestion progress UI 2026-05-06 08:25:58 -07:00
main.py feat: RAG retrieval quality, artifact cleaning, and ingestion progress UI 2026-05-06 08:25:58 -07:00