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Hybrid Search Implementation

$45/hr Starting at $8K

Implement Hybrid Keyword + Vector Search for Product/Content Catalogs


I will implement a scalable search solution that combines 

traditional keyword search with vector (semantic) search using 

OpenSearch or Elasticsearch.


Deliverables:

• Search infrastructure setup (scales to 10M+ documents)

• Hybrid query implementation (BM25 + vector similarity)

• Relevance tuning and testing harness

• API endpoints for search

• Basic admin dashboard for monitoring


Pricing: Starting at $8,000 (fixed price)

Typical delivery: 3-5 weeks


Perfect for: E-commerce product search, document retrieval, 

or any catalog with >100k items needing better relevance.

About

$45/hr Ongoing

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Implement Hybrid Keyword + Vector Search for Product/Content Catalogs


I will implement a scalable search solution that combines 

traditional keyword search with vector (semantic) search using 

OpenSearch or Elasticsearch.


Deliverables:

• Search infrastructure setup (scales to 10M+ documents)

• Hybrid query implementation (BM25 + vector similarity)

• Relevance tuning and testing harness

• API endpoints for search

• Basic admin dashboard for monitoring


Pricing: Starting at $8,000 (fixed price)

Typical delivery: 3-5 weeks


Perfect for: E-commerce product search, document retrieval, 

or any catalog with >100k items needing better relevance.

Skills & Expertise

Amazon Web ServicesAPI DevelopmentArtificial IntelligenceCloud ComputingData ExtractionElasticsearchGo ProgrammingJavaJava SpringJavaScriptJSONKeyword ResearchLinuxNext.jsPerlProgrammingPythonSoftware TestingSQLVersion ControlWeb ScrapingXML

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