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2 posts tagged with "MCP"

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· 8 min read
Christoph Beck
Your search works… but is it actually good? In our previous post, we showed why full-text search struggles with the long, natural-language queries common in MCP interaction. In this follow-up, we dive into dataset generation, evaluation, and search improvement. How do you know if a new embedding model is really better?"

· 21 min read
Christoph Beck
Most text search solutions are fine tuned to serve results for keyword style queries. This is a problem in the age of MCP, as comparably long user input hits the same old pg_trgm search