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Posts by Daniel Yarmoluk

@Daniel Yarmoluk

Daniel R Yarmoluk

Building domain knowledge systems at scale — 41 deployments across 27 vertical...
Minneapolis, Minnesota github.com/Yarmoluk Joined April 2026
687 Points • 11 Badges • 6 Connections • 6 Followers • 6 Following
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Comments by Daniel Yarmoluk

May 2 • Articles • 2 min read
I benchmarked RAG vs GraphRAG vs pre-structured knowledge graphs across 45 domains — here's what happened
Three retrieval architectures. Same LLM. Same 7,928 queries across 45 domains. Different structure going in. Here are the results: | System | F1 Score | Tokens/query | Cost/query | |---|---|---|---| | RAG FAISS + Claude | 0.123 | 2,982 | ~$0.009 | ...
post-cover-16029
3 Reactions 3 Comments
May 1 • Articles • 2 min read
I benchmarked RAG vs GraphRAG vs pre-structured knowledge graphs across 45 domains — here's what happened
Three retrieval architectures. Same LLM. Same 7,928 queries across 45 domains. Different structure going in. Here are the results: | System | F1 Score | Tokens/query | Cost/query | |---|---|---|---| | RAG FAISS + Claude | 0.123 | 2,982 | ~$0.009 | ...
post-cover-16029
3 Reactions 3 Comments
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