Dev Tools · 1h ago
Cognee Uses Knowledge Graphs to Fix Enterprise Search
Enterprise search often fails because vector retrieval can't connect related information across platforms like GitHub, Jira, and Slack. A new architecture using Cognee, LangGraph, and Groq builds a unified knowledge graph from disparate data sources. This enables multi-hop reasoning, allowing AI to answer complex questions that require linking information from multiple tools.
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The approach addresses a real pain point, but productionizing such a system at scale remains a significant engineering challenge.
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Reimagining Workspace Search with Cognee, Knowledge Graphs, and Multi-Hop Reasoning →
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