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Vector search consulting

Make your semantic search quick and relevant.

13+

years of experience

100+

enterprise clients

30%

Avg cost reduction

15k+

clusters optimized

Vector search consulting

As part of our Search relevance consulting Sematext provides vector search consulting to help implement semantic search on top of Elasticsearch, Solr, or OpenSearch.

We have deep expertise in all these search engines, which is useful when you want to combine lexical search with semantic search, as well as when you want to tweak your setup for both relevance and latency. We can help with everything from creating good embeddings to designing clusters and queries to relevance testing.
  • Select, build or tune a model to generate embeddings for the specific search domain.
  • Choose the appropriate number of dimensions, quantization as well as query options.
  • Combine lexical and semantic search for filtering as well as for relevance.
  • Tune everything from hardware profile, OS and JVM options to index layout and merge policy.
  • Build and maintain a relevance testing harness for vector, lexical as well as hybrid search queries.
  • Code reviews, mentoring, and troubleshooting.

Get in touch with us

Let experts build and/or optimize your infrastructure

Working with your team at Sematext has been amazing. From Seán on the customer success front to the entire support team, each interaction highlights their deep commitment to our joint success.

Kevin Dailey
Director, Managed Services Delivery, Fenom Digital

You guys are great. We definitely have projects that need your help in the near future.

Guangwei Yuan
Co-Founder, Polywore, Inc.

I wanted to thank you for squeezing in LinkShare’s search project despite the aggressive timelines required by our end. Sematext’s efficiency in both planning, communication, and execution has accomplished our primary objectives of this engagement and concluded with us being quite happy with our decision in search specialist & partner. For future search-related projects where we choose to seek outside counsel or assistance, we will not hesitate to reach out to your firm.

Damian Knoop
Software Engineering Manager, Rakuten LinkShare