Daniel Han 8848a310df Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) ... Adds a self-contained RAG stack to Studio: knowledge bases with chunked indexing, hybrid (dense + lexical) retrieval, and an automatic first-pass context inject into chat. Embeddings run through a local llama-server GGUF backend (default unsloth/bge-small-en-v1.5-GGUF) with a sentence-transformers fallback. The chat tool loop gains a search_knowledge_base tool, a per-turn re-search cap, and source citation, layered on top of the shared ToolLoopController.		2026-06-09 21:17:04 -07:00
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__init__.py	Studio: make code comments and docstrings more succinct (#6029)	2026-06-08 23:07:28 -07:00
_html_to_md.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
anthropic_compat.py	Studio: improve OpenAI- and Anthropic-compatible API spec compliance (#6010)	2026-06-09 17:13:25 +02:00
audio_codecs.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
chat_template_helpers.py	Studio: make code comments and docstrings more succinct (#6029)	2026-06-08 23:07:28 -07:00
defaults.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
external_provider.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
inference.py	Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910)	2026-06-09 21:17:04 -07:00
key_exchange.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
llama_cpp.py	Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910)	2026-06-09 21:17:04 -07:00
llama_server_args.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
mcp_client.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
mlx_inference.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
orchestrator.py	Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910)	2026-06-09 21:17:04 -07:00
pricing.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
providers.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00
safetensors_agentic.py	Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910)	2026-06-09 21:17:04 -07:00
tool_call_parser.py	Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910)	2026-06-09 21:17:04 -07:00
tool_loop_controller.py	Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910)	2026-06-09 21:17:04 -07:00
tools.py	Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910)	2026-06-09 21:17:04 -07:00
worker.py	Reduce and tighten code comments and docstrings repo-wide (#6095)	2026-06-08 23:09:51 -07:00