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Research on how a ragbits module for LLM-based knowledge graph extraction can be implemented and what are the techniques to support at low entry cost.
Motivation
Both ragbits of db-ally can benefit from GraphRAG/Text2Cypher capabilities (e.g. Neo4j). Knowledge Graphs can be constructed separatelly but LLM-based approach fits our GenAI stack.
Feature description
Research on how a
ragbits
module for LLM-based knowledge graph extraction can be implemented and what are the techniques to support at low entry cost.Motivation
Both
ragbits
ofdb-ally
can benefit from GraphRAG/Text2Cypher capabilities (e.g. Neo4j). Knowledge Graphs can be constructed separatelly but LLM-based approach fits our GenAI stack.Additional context
Example of LLM-based Knowledge Graph construction
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