ragflow/rag
Billy Bao 1a47e136e3
Feat: Adds a new feature that enables the LLM to extract a structured table of contents (TOC) directly from plain text. (#10428)
### What problem does this PR solve?

**Adds a new feature that enables the LLM to extract a structured table
of contents (TOC) directly from plain text.**
_This implementation prioritizes efficiency over reasoning — the model
runs in a strictly deterministic mode (thinking disabled) to minimize
latency.
As a result, overall performance may be less optimal, but the extraction
speed and consistency are guaranteed._

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-10-09 13:47:31 +08:00
..
app Feat: Use data pipeline to visualize the parsing configuration of the knowledge base (#10423) 2025-10-09 12:36:19 +08:00
flow Feat: Use data pipeline to visualize the parsing configuration of the knowledge base (#10423) 2025-10-09 12:36:19 +08:00
llm Feat: Adds a new feature that enables the LLM to extract a structured table of contents (TOC) directly from plain text. (#10428) 2025-10-09 13:47:31 +08:00
nlp Feat: Use data pipeline to visualize the parsing configuration of the knowledge base (#10423) 2025-10-09 12:36:19 +08:00
prompts Feat: Adds a new feature that enables the LLM to extract a structured table of contents (TOC) directly from plain text. (#10428) 2025-10-09 13:47:31 +08:00
res Refa: add result to callback for agent tool use. (#9137) 2025-08-01 21:49:39 +08:00
svr Feat: Use data pipeline to visualize the parsing configuration of the knowledge base (#10423) 2025-10-09 12:36:19 +08:00
utils Refactor: improve cv model logics (#10414) 2025-10-09 09:47:36 +08:00
__init__.py Update comments (#4569) 2025-01-21 20:52:28 +08:00
benchmark.py Refactor embedding batch_size (#3825) 2024-12-03 16:22:39 +08:00
raptor.py Refactor: based on async await to handle Redis when raptor (#9576) 2025-08-22 10:58:02 +08:00
settings.py Refactor: move some functions out of api/utils/__init__.py (#10216) 2025-09-25 18:04:49 +08:00