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sub:assertion {
   <https://doi.org/10.48550/arXiv.2402.11163> dct:title "KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph" ;
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#KgAgent> ;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#AutoGpt> , <https://neverblink.eu/ontologies/llm-kg/methods#BartSparql> , <https://neverblink.eu/ontologies/llm-kg/methods#ChatBd> , <https://neverblink.eu/ontologies/llm-kg/methods#EmbedKgqa> , <https://neverblink.eu/ontologies/llm-kg/methods#KbBinder> , <https://neverblink.eu/ontologies/llm-kg/methods#Kvmemnet> , <https://neverblink.eu/ontologies/llm-kg/methods#MmReAct> , <https://neverblink.eu/ontologies/llm-kg/methods#Nsm> , <https://neverblink.eu/ontologies/llm-kg/methods#Pangu> , <https://neverblink.eu/ontologies/llm-kg/methods#ProgPrompt> , <https://neverblink.eu/ontologies/llm-kg/methods#ReAct> , <https://neverblink.eu/ontologies/llm-kg/methods#Rgcn> , <https://neverblink.eu/ontologies/llm-kg/methods#RnnSparql> , <https://neverblink.eu/ontologies/llm-kg/methods#StructGpt> , <https://neverblink.eu/ontologies/llm-kg/methods#TransferNet> , <https://neverblink.eu/ontologies/llm-kg/methods#WebGpt> ;
    a prov:Entity .
  <https://neverblink.eu/ontologies/llm-kg/methods#AutoGpt> <http://purl.org/spar/fabio/hasURL> "https://github.com/Significant-Gravitas/AutoGPT"^^xsd:anyURI ;
    a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "AutoGPT" .
  <https://neverblink.eu/ontologies/llm-kg/methods#BartSparql> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "BART SPARQL" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ChatBd> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "ChatBD" .
  <https://neverblink.eu/ontologies/llm-kg/methods#EmbedKgqa> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "EmbedKGQA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#KbBinder> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "KB-BINDER" .
  <https://neverblink.eu/ontologies/llm-kg/methods#KgAgent> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning> ;
    a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:comment "KG-Agent is an autonomous LLM-based agent framework designed to synergize LLMs and KGs for complex reasoning tasks over KGs. It treats the LLM as a planner that actively interacts with the KG through a specialized multifunctional toolbox and an iterative memory-updating mechanism. This aligns perfectly with the 'treating LLMs as agents to interact with the KGs to conduct reasoning' aspect of SynergizedReasoning." ;
    rdfs:label "KG-Agent" ;
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#SynergizedLLMKG> .
  <https://neverblink.eu/ontologies/llm-kg/methods#Kvmemnet> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "KVMemNet" .
  <https://neverblink.eu/ontologies/llm-kg/methods#MmReAct> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "MM-REACT" .
  <https://neverblink.eu/ontologies/llm-kg/methods#Nsm> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "NSM" .
  <https://neverblink.eu/ontologies/llm-kg/methods#Pangu> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Pangu" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ProgPrompt> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "ProgPrompt" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ReAct> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "ReAct" .
  <https://neverblink.eu/ontologies/llm-kg/methods#Rgcn> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "RGCN" .
  <https://neverblink.eu/ontologies/llm-kg/methods#RnnSparql> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "RNN SPARQL" .
  <https://neverblink.eu/ontologies/llm-kg/methods#StructGpt> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Struct-GPT" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TransferNet> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TransferNet" .
  <https://neverblink.eu/ontologies/llm-kg/methods#WebGpt> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "WebGPT" .
}
sub:provenance {
   sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent> ;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2402.11163> .
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