KAG Graph + Multimodal RAG + LLM Agents = Powerful AI Reasoning

KAG Graph + Multimodal RAG + LLM Agents = Powerful AI Reasoning

Publication date: Jan 05, 2025

you have a chatbot that requires reasoning based on specific relationships between knowledge fragments to collect information related to answering questions. However, RAG usually relies on the similarity of text or vectors to retrieve reference information, which may lead to incomplete and repeated search results. Thats where KAG comes in. ), which hinder the implementation of professional knowledge services. Can you imagine?

Concepts Keywords
2wiki Agents
Chatbot Answering
Graphs Based
Models Graph
Powerful Graphs
Kag
Large
Llm
Models
Multimodal
Rag
Reasoning
Relationships
Similarity
Vector

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