How to build fast instant search with relevance ranking for modern apps

How to build fast instant search with relevance ranking for modern apps

This task can be performed using Typesense

Instant, typo-tolerant search that’s fast, simple, and delightful.

Best product for this task

Typese

Typesense is an open-source search engine that delivers instant, typo-tolerant, relevance-tuned search for modern applications. It combines keyword, vector, and semantic search with a simple API, making it a practical alternative to Algolia, Elasticsearch, Meilisearch, and Pinecone.

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What to expect from an ideal product

  1. Set up Typesense's lightweight search engine to index your app data and get sub-50ms query responses that keep users engaged
  2. Use built-in typo tolerance to handle user mistakes automatically, so searches for "javscript" still find "javascript" results without extra coding
  3. Configure relevance ranking by adjusting field weights and boosting rules to surface the most important results first based on your business needs
  4. Combine keyword matching with vector search capabilities to understand user intent and return contextually relevant results beyond exact matches
  5. Implement faceted search and filtering options through Typesense's straightforward API to help users narrow down results quickly

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