unsloth/studio/backend
Roland Tannous 5edffa3feb Studio: skip RAG tool + system prompt nudge when scope has no docs
If RAG is toggled on but the active scope (thread or KB) has zero
indexed documents, exposing search_knowledge_base to the model just
wastes a tool-call turn — the model calls the tool, gets back 'no
matching chunks', and has to re-plan. The system prompt nudge that
instructs the model to call the tool before answering is similarly
counterproductive.

Frontend: before computing ragToolPathTaken in chat-adapter, fetch the
document list for the current scope (KB or thread) and require docs to
exist. The flag now gates both the system prompt injection and the
enabled_tools list. Defensive fallback: if the docs lookup fails the
flag stays true so we don't silently swallow RAG.

Backend: add _drop_rag_tool_if_scope_empty in routes/inference.py that
counts rag_documents for the request's rag_scope and strips
search_knowledge_base from the tool list when 0. Applied at both
chat-completion tool-filter sites so the protection works regardless
of which streaming path serves the request.
2026-05-27 17:48:21 +04:00
..
assets Add Qwen3.6 inference defaults for Studio (#5065) 2026-04-16 11:42:42 -07:00
auth [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-05-25 06:39:01 +00:00
core Studio: hide RAG retrieval scores from chunks, citations, and side panel 2026-05-27 17:15:18 +04:00
loggers Studio: stop truncating long log lines as suspected base64 (#5335) 2026-05-08 13:07:18 +04:00
models Studio: add BM25/semantic/hybrid search-mode toggle to RAG settings 2026-05-26 12:39:50 +04:00
plugins fix(gh_client): fail fast on 401/403 auth errors instead of retrying forever (#5325) (#5329) 2026-05-08 21:57:41 +04:00
requirements Studio: default multimodal RAG embedder to BAAI/BGE-VL-large (Qwen3-VL kept as alt) 2026-05-27 00:11:40 +04:00
routes Studio: skip RAG tool + system prompt nudge when scope has no docs 2026-05-27 17:48:21 +04:00
state unsloth run: add --enable-tools/--disable-tools server-side tool policy (#5277) 2026-05-05 12:45:15 +04:00
storage Studio: trim verbose comments/docstrings across RAG code 2026-05-26 13:51:11 +04:00
tests Studio: PDF / document attachments for Anthropic + OpenAI (#5689) 2026-05-22 06:22:57 -07:00
utils Studio: don't kill chat-model llama-server when spawning helper backends 2026-05-27 12:44:44 +04:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_platform_compat.py Fix Studio crash on Anaconda/conda-forge Python (#4484) 2026-03-22 05:36:55 -07:00
colab.py Fix/studio colab button message: Add fallback message for Colab Studio button when proxy URL fails (#4866) 2026-04-05 21:57:45 -07:00
main.py Studio: add RAG with hybrid search, reranker, chat integration 2026-05-23 18:46:15 +04:00
run.py Studio: stop hint, Uvicorn log rename, reachability check + Mac UI CI retry hardening (#5503) 2026-05-17 07:44:06 -07:00
startup_banner.py Studio: stop hint, Uvicorn log rename, reachability check + Mac UI CI retry hardening (#5503) 2026-05-17 07:44:06 -07:00