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I mapped LangChain Core as a knowledge graph — here's what the structure reveals
Daniel Yarmoluk
Daniel Yarmoluk
Daniel Yarmoluk
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May 1
I mapped LangChain Core as a knowledge graph — here's what the structure reveals
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ai
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llm
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knowledgegraph
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agents
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2 min read
Beyond RAG: Why I replaced similarity search with graph traversal for AI agent context
Daniel Yarmoluk
Daniel Yarmoluk
Daniel Yarmoluk
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May 1
Beyond RAG: Why I replaced similarity search with graph traversal for AI agent context
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ai
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llm
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knowledgegraph
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agents
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2 min read
Separating Facts from Interpretations in Agent Knowledge Graphs
Sunjun
Sunjun
Sunjun
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Apr 26
Separating Facts from Interpretations in Agent Knowledge Graphs
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ai
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llm
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knowledgegraph
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architecture
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12 min read
The Biggest Pitfall in GraphRAG: One Entity, Seven Identities
eyanpen
eyanpen
eyanpen
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Apr 24
The Biggest Pitfall in GraphRAG: One Entity, Seven Identities
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graphrag
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entitytyping
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knowledgegraph
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rag
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7 min read
Why Do We Need GraphRAG? — The Evolution from "Search" to "Understanding"
eyanpen
eyanpen
eyanpen
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Apr 24
Why Do We Need GraphRAG? — The Evolution from "Search" to "Understanding"
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graphrag
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rag
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knowledgegraph
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retrievalaugmentedgeneration
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5 min read
System Operator Demo: A Logseq Knowledge Graph Drives Enterprise MBSE Search
AlexMikhalev
AlexMikhalev
AlexMikhalev
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Apr 17
System Operator Demo: A Logseq Knowledge Graph Drives Enterprise MBSE Search
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terraphim
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logseq
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knowledgegraph
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mbse
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4 min read
Teaching AI Coding Agents with Knowledge Graph Hooks
AlexMikhalev
AlexMikhalev
AlexMikhalev
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Apr 17
Teaching AI Coding Agents with Knowledge Graph Hooks
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terraphim
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ai
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hooks
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knowledgegraph
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5 min read
Why Graph Embeddings Matter
AlexMikhalev
AlexMikhalev
AlexMikhalev
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Apr 17
Why Graph Embeddings Matter
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terraphim
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graphembeddings
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knowledgegraph
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ahocorasick
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4 min read
Your AI Doesn't Remember You. That's About to Matter More Than You Think.
Yigit Alp Unal
Yigit Alp Unal
Yigit Alp Unal
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Apr 14
Your AI Doesn't Remember You. That's About to Matter More Than You Think.
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ai
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knowledgegraph
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mcp
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architecture
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16 min read
What Is GraphRAG Really Doing? — A Deep Dive into Microsoft's Blog Post
eyanpen
eyanpen
eyanpen
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Apr 24
What Is GraphRAG Really Doing? — A Deep Dive into Microsoft's Blog Post
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graphrag
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rag
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knowledgegraph
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communitydetection
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6 min read
I Built a Knowledge Graph Into the Retrieval Pipeline and Then Dropped It in Production
Kingsley Onoh
Kingsley Onoh
Kingsley Onoh
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Mar 30
I Built a Knowledge Graph Into the Retrieval Pipeline and Then Dropped It in Production
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rag
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hybridretrieval
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knowledgegraph
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neo4j
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5 min read
Beyond Context Graphs: How Ontology, Semantics, and Knowledge Graphs Define Context. The Year of the Graph Newsletter Vol 30
George Anadiotis
George Anadiotis
George Anadiotis
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Apr 18
Beyond Context Graphs: How Ontology, Semantics, and Knowledge Graphs Define Context. The Year of the Graph Newsletter Vol 30
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ai
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knowledgegraph
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genai
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contextgraph
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26 min read
Building a personal knowledge graph with just PostgreSQL (no Neo4j needed)"
Victor GarcĂa
Victor GarcĂa
Victor GarcĂa
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Mar 18
Building a personal knowledge graph with just PostgreSQL (no Neo4j needed)"
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postgres
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database
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knowledgegraph
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architecture
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2
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9 min read
How I Built an Open-Source Search Engine for 440+ Buddhist Text Sources in 30 Languages
Tim Ren
Tim Ren
Tim Ren
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Mar 17
How I Built an Open-Source Search Engine for 440+ Buddhist Text Sources in 30 Languages
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opensource
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elasticsearch
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rag
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knowledgegraph
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3 min read
Architectural Consolidation for Low-Latency Retrieval Systems: Why We Co-Located Transport, Embedding, Search, and Reranking
TJ Sweet
TJ Sweet
TJ Sweet
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Mar 2
Architectural Consolidation for Low-Latency Retrieval Systems: Why We Co-Located Transport, Embedding, Search, and Reranking
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vectordatabase
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latency
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scaling
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knowledgegraph
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4 min read
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