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relevance-scoring

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chigwell / llmatch-bm25

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The new package transforms a user’s plain‑text search phrase into a structured, BM25‑ranked list of PostgreSQL search results. It takes the query text as input, forwards it to an LLM that rewrites the

postgresql diagnostics bm25 retry-mechanism output-validation relevance-scoring llm-query-rewriting plain-text-to-structured-query json-result-format title-snippet-relevance llmatchmessages-utility developer-friendly-api search-workflow-automation databasequery-integration
  • Updated Dec 21, 2025
  • Python

bitsandbrains / nextjs-fullstack-search-platform

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Enterprise-grade, cloud-native, serverless full-stack search platform built with Next.js, TypeScript, & Tailwind. Implements a POST-driven, relevance-scored REST API, debounced React UI, schema-validated JSON contracts, in-memory indexing, stateless execution, & edge-optimized deployment on Vercel for low-latency, high-throughput search workloads.

react search-engine typescript json-api rest-api nextjs cloud-native serverless-architectures api-design performance-optimization developer-portfolio full-stack-development frontend-backend tailwindcss web-architecture microservices-patterns edge-functions vercel relevance-scoring stateless-services
  • Updated Jan 10, 2026
  • TypeScript

anshwysmcbel2710 / nextjs-fullstack-search-platform

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Enterprise-grade, cloud-native, serverless full-stack search platform built with Next.js, TypeScript, & Tailwind. Implements a POST-driven, relevance-scored REST API, debounced React UI, schema-validated JSON contracts, in-memory indexing, stateless execution, & edge-optimized deployment on Vercel for low-latency, high-throughput search workloads.

search-engine typescript json-api reactjs rest-api nextjs cloud-native serverless-architectures api-design performance-optimization developer-portfolio full-stack-development frontend-backend tailwindcss web-architecture microservices-patterns edge-functions vercel relevance-scoring stateless-services
  • Updated Jan 10, 2026
  • TypeScript

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