Merge branch 'main' of https://huggingface.co/spaces/CGIAR/PERI-AI

local updates

Update src/ingest.py

Update src/ingest.py

Update src/ingest.py

Update support for llama/HF models

fix: pre-release audit round 12 — 33 bugs fixed across all tiers

fix: clear both kb_meta.txt and kb_meta_brief.txt on every re-ingestion

fix: curated model lists, reasoning model token scaling, skip temp files

fix: pre-release audit round 9 — anti-hallucination hardening + error handling

fix: Round 8 audit — 15 bugs fixed across 10 files (1 CRITICAL, 7 HIGH, 3 MEDIUM, 4 LOW)

fix: 10 bugs (4 HIGH + 6 MEDIUM) from comprehensive codebase audit

fix: harden source display, subdirectory paths, and chunk ID uniqueness

feat: add KB meta overview for meta-question answering and LLM awareness

feat: integrate SQL ingestion into the main ingest pipeline

fix: harden codebase against format injection, empty responses, and unsafe config access

fix: use .get() for all config access + add CLAUDE.md and docs to repo

Initial commit: RAG Research Chatbot Template