계획
- Knowledge Graph-based (RAG 소스는 graph 에 있는 정보를 활용)
- Retrieval Methods
- Hybrid search + (LLM reranking) : Baseline version
- Entity-node based (연결된 document, Generated FAQ, Menu description)
- Query preprocessing: Retrieval 방법과 별개로 생각할 수 있을듯
- Naive (no preprocessing) : Baseline version
- Hypothesis-Evidence gathering
- Other decomposition methods
[Answer Generation]
- multi-lingual processing [Ko, En, Ch, Jp]
- Reference generation [레펀런스 링크 달아주기], 튜토리얼 추천(?)
[Basic Functionalities Required]
- Dense/Spare search on node contents: Vector, keyword search: Input: query, Output: text
- Entity - Knowledge connections (Edge creation)
- Query - Entity mapping (fast version)
- Concept grouping