ragflow/test/unit_test
hsparks.codes d9a24f4fdc feat: Add hierarchical retrieval architecture for production-grade RAG
Implements three-tier retrieval system to address scalability and precision
limitations in production environments with large document collections.

Features:
- Tier 1: Knowledge Base Routing (auto/rule-based/llm-based)
- Tier 2: Document Filtering (metadata-based)
- Tier 3: Chunk Refinement (vector search with parent-child support)

Changes:
- Add HierarchicalRetrieval class with configurable retrieval pipeline
- Add hierarchical_retrieval_config field to Dialog model
- Add database migration for new configuration field
- Add comprehensive unit tests (35 tests, all passing)

Fixes #11610
2025-12-03 11:16:24 +01:00
..
common Remove redundant ut (#10955) 2025-11-03 13:04:20 +08:00
retrieval feat: Add hierarchical retrieval architecture for production-grade RAG 2025-12-03 11:16:24 +01:00
services Feat: RAG evaluation (#11674) 2025-12-03 17:00:58 +08:00
utils feat: Auto-disable Raptor for structured data (Issue #11653) (#11676) 2025-12-03 17:02:29 +08:00