Problem
Where this helps
Keyword search misses useful results when people describe the same idea in different words.
AI
Semantic Search
Meaning-based search for documents, products, knowledge bases and internal resources.
Solution
What Websiteli builds
We build semantic search that retrieves related content by meaning and combines it with filters where needed.
Benefits
Business outcomes before technology choices.
Find relevant content faster
Improve knowledge discovery
Support AI assistants
Reduce duplicate questions
Ideal client
Best fit
- Knowledge bases
- Product catalogs
- Internal documentation
- Support teams
Technology
Typical stack
- Embeddings
- Vector search
- RAG
- Metadata filters
- Search analytics
Process
A focused path from idea to working system.
Identify the business question or knowledge source
Prepare the data, prompts and retrieval flow
Build a controlled AI workflow
Evaluate answers and improve safeguards
Your requirements
A considered scope.
Every engagement begins with understanding your objectives, systems and priorities. We agree the scope, delivery plan and responsibilities before implementation.
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Related services
FAQ
Questions about semantic search.
What problem does this service solve?
Keyword search misses useful results when people describe the same idea in different words.
Is semantic search suitable for a small business?
Yes. Websiteli scopes semantic search around the workflow, budget and team capacity of the business, then starts with the smallest useful version before expanding.
How is the engagement scoped?
We discuss your objectives, existing systems and delivery requirements before agreeing a tailored scope and proposal.
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