CleverIntel provides tailored consulting for various search technologies, AWS technologies, data ingestion pipelines and much more.
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MAIN SEARCH TECHNOLOGIES
Apache Lucene And Apache Solr
Apache Lucene is a free and open source search engine software library released under the Apache Software License, widely used as a standard foundation for production search applications.
Apache Solr is the popular, blazing-fast, open source enterprise search platform built on Apache Lucene.
The CleverIntel team have been Apache Lucene/Solr specialists since 2010 and often contributes support, ideas, bug fixes and new features to the project.
We can design and develop search applications for you, implement new features for your use cases and organize Apache Solr training classes for you or your employees.
ElasticSearch/OpenSearch
OpenSearch is a community-driven, open source search and analytics suite derived from Apache 2.0 licensed Elasticsearch 7.10.2 & Kibana 7.10.2.
CleverIntel is an official OpenSearch partner and we can help you easily ingest, secure, search, aggregate, view, and analyze data; have a secure, high-quality search and analytics suite.
We can help you design and develop search applications, log analytics, and more. Our team can organize OpenSearch training classes for you or your employees.
AWS Consulting
AWS consulting services from Mission Cloud can alleviate the pressure of needing to hire hard-to-find talent to complete complex cloud initiatives. We offer unique agile service delivery methods, and the resources necessary to complete robust, scalable, cloud-native solutions so that you can realize the most benefit from your AWS cloud environment.
Apache Airflow® lets you programmatically author, schedule, and monitor your data pipelines using Python.
Created at Airbnb as an open-source project in 2014, Airflow was brought into the Apache Software Incubator Program in 2016 and announced as a Top-Level Apache Project in 2019. Now, it’s widely recognized as the industry’s leading workflow management solution.
Airflow has many data integrations with popular databases, applications, and tools, as well as dozens of cloud services — with more added each month. The power of a large and engaged open community ensures that Airflow offers comprehensive coverage of new data sources and other providers, and remains up to date with existing ones.
Large Language Models In Search: RAG, Query/Document Expansion And More!
Large Language Models (LLMs) are becoming ubiquitous: everyone is talking about them, everyone wants to use them and everyone claims to be getting benefits out of them…
But… is it that simple?
CleverIntel can help you to demystify the Open Source and commercial landscape of large language models, exploring what it means to use them to improve your search engine ecosystem and what are the most common pitfalls.
We can help you with:
- Retrieval Augmented Generation (RAG) and Generative AI Solutions
- Query/Document expansion
- Neural (Vector-based) Search
- Multi-modal Search
- Choosing the right Large Language Model
- Fine-tuning
- Measuring success
- Finding and using tools to interact with the models (Haystack, LangChain…).
Search Relevance Tuning
Search relevance is a complex topic and is strictly domain-dependent.
CleverIntel can help you:
- Modelling your data and text analysis
- Design better queries to satisfy your requirements
- Tune search components and features to target your objectives
- Integrate advanced boosting/techniques to improve the quality of results
- Evaluate relevancy improvements in a precise and user-friendly manner.
Log Monitoring/Search
Properly managing the logs of your services can be crucial to quickly identify and solve issues or provide meaningful analytics.
CleverIntel can help you:
- Modelling your log messages in machine-readable formats
- Enabling search and monitoring capabilities through powerful frameworks like ELK (Elastic Logstash Kibana).