unsloth/studio/backend/routes/__init__.py
Roland Tannous 92994e8b83 Studio: add RAG with hybrid search, reranker, chat integration
Backend (studio/backend/):
- core/rag/: parsers (PDF/TXT/MD/DOCX/HTML via pypdf/python-docx/bs4),
  recursive token-aware chunker, embeddings singleton via
  FastSentenceTransformer.from_pretrained(for_inference=True), Qdrant
  local vector store, bm25s lexical index, RRF hybrid retrieval,
  spawn-subprocess ingestion job with SSE progress, optional
  CrossEncoder reranker (off-by-default).
- routes/rag.py: KB CRUD, doc upload (KB + per-thread), doc list/delete,
  ingestion SSE, hybrid+rerank search, thread-index list/clear.
- routes/chat_history.py: purge thread RAG artifacts on thread delete
  and clear-all (rag_documents has no FK cascade to chat_threads so
  uploads work on un-persisted threads).
- studio.db gains 4 RAG tables; storage_roots gains rag_*() helpers.
- auth/authentication.py: get_current_subject_sse accepts ?token=... so
  EventSource can stream ingestion progress.

Frontend (studio/frontend/):
- features/rag/: api client, Zustand store, hooks, dropzone, KB list,
  doc rows, ingestion-progress, thread-index list components.
- Settings dialog gains a Knowledge Bases tab (master/detail + thread
  documents list); /knowledge-bases deep-links to it.
- features/chat/: per-thread ragSource/enableRerank/ragTopK state in
  chat-runtime-store; Retrieval section in chat-settings-sheet with KB
  DropdownMenu (active highlight + per-row trash), thread doc list with
  Clear-thread-index button, RAG Top K slider, reranker toggle;
  chat-adapter retrieves before /v1/chat/completions and injects hits
  as a system block; shared-composer + button routes documents into
  pendingDocs (auto-uploads, send blocked while indexing).
2026-05-23 18:46:15 +04:00

34 lines
1.1 KiB
Python

# SPDX-License-Identifier: AGPL-3.0-only
# Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
"""
API Routes
"""
from routes.training import router as training_router
from routes.models import router as models_router
from routes.inference import router as inference_router
from routes.inference import studio_router as inference_studio_router
from routes.datasets import router as datasets_router
from routes.auth import router as auth_router
from routes.data_recipe import router as data_recipe_router
from routes.export import router as export_router
from routes.training_history import router as training_history_router
from routes.chat_history import router as chat_history_router
from routes.providers import router as providers_router
from routes.rag import router as rag_router
__all__ = [
"training_router",
"models_router",
"inference_router",
"inference_studio_router",
"datasets_router",
"auth_router",
"data_recipe_router",
"export_router",
"training_history_router",
"chat_history_router",
"providers_router",
"rag_router",
]