KMW TECHNOLOGY
SEARCH & AI PROFESSIONAL SERVICES
KMW Technology is a professional services firm that creates cutting edge applications powered by open source Search and AI technologies with a focus on Solr, OpenSearch and Elasticsearch.
KMW’s offerings include: consulting, design, implementation, training and support.
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WHAT OUR CLIENTS ARE SAYING
Not only does KMW possess deep expertise in search and machine learning, they also have a full team that delivers complete, working solutions. And they’re easy and fun to work with. I cannot recommend them highly enough.
Sid Probstein
CTO
Keeeb
”
KMW is the third Solr consultancy HTS engaged to resolve our Solr query and operational issues. The first two consultancies didn’t make the progress that we had hoped, while KMW exceeded our expectations. The difference with KMW is their detailed level of knowledge of Solr, the immediately actionable recommendations and the ongoing support through implementation. We’ve seen as much as 40x improvements to query latency on the same hardware based on their recommendations, we highly recommend KMW.
John Green
COO
Hightech-Solutions (HTS)
”
KMW brings a unique blend of expertise – the functional expertise around search technology and the ability to fit into our company’s operational cadence. KMW has literally become an extension of our team.
Eric ROSADO
VP of Product
Kibo Commerce
”
CORE COMPETENCE
COGNITIVE APPLICATION DEVELOPMENT
SEARCH PLATFORM ARCHITECTURE
SEARCH RELEVANCY CONSULTING
DATA PROCESSING & ENRICHMENT
NATURAL LANGUAGE UNDERSTANDING
DEEP LEARNING CLASSIFIERS
SEARCH BASED ANALYTICS
SEARCH SCALING & OPERATIONS
INNOVATION AND domain EXPERTISE
KMW Technology
7 Videos

OpenSearchCon 2023: How to Win Organizational Support for Making Open Source Contributions
27:29

Best Practices for Query Performance Testing and Tuning with Pinecone
1:01:08

Robotics, Search and AI with Solr, MyRobotLab, and Deep Learning – Kevin Watters, KMW Technology
40:58

Haystack LIVE! 2020 Understanding Scoring Through Examples
1:04:08

Kevin Watters – Document classification search; joins vs payloads
29:28

Solr Graph Query – Kevin Watters, KMW Technology
35:55

Solr’s Cross Collection Join Query
0:00
WHY CHOOSE US?
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Latest from the KMW blog
20 May: MCP in LLM Apps: Overkill or Integral?
As with any tech decision, the right tool depends on the context. But as LLM development matures, the trend is clear: we’re moving toward simplicity, agility, and tight integration.
23 Jun: RAG Question Answering System for Solr and OpenSearch
We describe the process of using retrieval-augmented generation (RAG) to create a question-answering system about Solr and OpenSearch using an assortment of LLMs from HuggingFace and OpenAI.
30 May: Duplicate Terms Aggregation Plug-in for OpenSearch
In Lucene-based search engines like OpenSearch and Solr, keyword aggregations ignore duplicate values that occur within a multi-valued field. We built an OpenSearch plugin to overcome this limitation.

