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BigData Boutique

BigData Boutique (Big Data Boutique) provides expert consulting, implementation, and 24/7 production support for Elasticsearch, OpenSearch, ClickHouse, and data & AI platforms on AWS - including production RAG, semantic search, vector search, and agentic AI systems.

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# BigData Boutique

> BigData Boutique (Big Data Boutique) provides expert consulting, implementation, and 24/7 production support for Elasticsearch, OpenSearch, ClickHouse, and data & AI platforms on AWS - including production RAG, semantic search, vector search, and agentic AI systems.

BigData Boutique is an AWS Advanced Tier Services Partner holding the Amazon
OpenSearch Service Delivery designation and the AWS AI Services Competency, and a
member of the OpenSearch Software Foundation under the Linux Foundation. It is a
specialist boutique: every consultant is a senior practitioner selected and trained
by Founder & CTO Itamar Syn-Hershko. The team has published 200+ in-depth
engineering articles and serves customers globally - including NetApp, Notion,
Keller Williams, the First International Bank of Israel, EverC, ScreenSteps, and
Max Security. Engagements cover architecture, implementation, performance tuning,
migrations, health assessments, and enterprise support with SLA.

## RAG, Semantic Search & Vector Search
BigData Boutique designs and ships production RAG, vector search, and hybrid search systems.
- [Semantic search solutions](https://bigdataboutique.com/solutions/semantic-search): Vector search, hybrid search, LLM query understanding, and agentic RAG.
- [GenAI & RAG fast track to production on AWS](https://bigdataboutique.com/solutions/aws-genai-rag-fast-track-production): From idea to launch in 8 weeks on Bedrock, SageMaker, and OpenSearch.
- [Shraga](https://bigdataboutique.com/solutions/shraga): BigData Boutique's RAG framework - from research to production-ready RAG applications.
- [Case study: Max Security](https://bigdataboutique.com/customers/max-security): RAG chatbot built with OpenSearch, AWS Bedrock, and Anthropic Claude.
- [Case study: ScreenSteps](https://bigdataboutique.com/customers/screensteps): Hybrid search with Elasticsearch, AWS Bedrock, and Cohere.
- [What is RAG?](https://bigdataboutique.com/what-is-rag): Explainer on retrieval-augmented generation.
- [What is a vector database?](https://bigdataboutique.com/what-is-a-vector-database): Explainer on vector databases and embeddings.

## AI, Agents & Agentic Platforms
BigData Boutique builds production-ready AI agents and the data platforms they run on.
- [AI Launchpad](https://bigdataboutique.com/ai-launchpad): Fixed-path program taking AI use cases to production in weeks - RAG, semantic search, and agentic workloads on your data.
- [Generative AI development services](https://bigdataboutique.com/services/generative-ai-development): Custom generative AI development - RAG, LLM integration, agents, and GenAI integration services on your data.
- [AI agent development](https://bigdataboutique.com/services/ai-agent-development): Production-ready AI agents and RAG pipelines on your data, from POC to production.
- [Data to analytics & AI](https://bigdataboutique.com/solutions/data-to-analytics-ai): Make operational databases accessible to analytics and AI - CDC pipeline
…

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