agentchat.contrib.graph_rag.falkor_graph_rag_capability

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FalkorGraphRagCapability

class FalkorGraphRagCapability(GraphRagCapability)

The FalkorDB GraphRAG capability integrate FalkorDB with graphrag_sdk version: 0.1.3b0. Ref: https://github.com/FalkorDB/GraphRAG-SDK/tree/2-move-away-from-sql-to-json-ontology-detection

For usage, please refer to example notebook/agentchat_graph_rag_falkordb.ipynb

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__init__

def __init__(query_engine: FalkorGraphQueryEngine)

initialize GraphRAG capability with a graph query engine

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add_to_agent

def add_to_agent(agent: UserProxyAgent)

Add FalkorDB GraphRAG capability to a UserProxyAgent. The restriction to a UserProxyAgent to make sure the returned message does not contain information retrieved from the graph DB instead of any LLMs.