Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting Assistance.
Candace EdwardsPublished in: CoRR (2024)
Keyphrases
- database
- conceptual model
- knowledge base
- database systems
- database management systems
- contextual information
- knowledge retrieval
- prior knowledge
- knowledge acquisition
- data model
- information retrieval
- databases
- domain knowledge
- image retrieval
- expert systems
- image database
- knowledge management
- context aware
- knowledge based systems
- indexing techniques
- global knowledge
- data management
- relational databases
- feature vectors
- query language
- knowledge representation
- knowledge sharing
- directed graph
- user model
- multimedia databases
- retrieval method
- graph mining
- cbir systems
- query expansion
- retrieval engine
- data analysis
- conceptual retrieval
- making it easy