Meaning-based indexing
Content is indexed with a vector and text search layer, so more relevant results come back.
Semantic search API
Find the meaning the user is after, not the word they typed.
Smartsearch produces semantic matching, filtering and summarised results across document, product, FAQ and record pools. Search becomes faster, more contextual and more useful.
Which policy document lets a user return an item?
Result
Answer with citations
Semantic matching
Result
Permitted document
Summarised results
Result
Product match
Filters and access control
Semantic search
Search uses intent and permission context, not only the words typed.
Internal portals, e-commerce, document management and support knowledge bases get a more accurate and safer search experience.
Permission-aware search
Users only get results from the sources they are allowed to see.
Search with answers
Alongside the result list, short answers with citations can be produced from the relevant sources.
Search quality
Relevant, permitted and summarised results are served over the API.
Hybrid
search architecture
RBAC
result permissions
RAG
answer support
FAQ
Frequently asked questions about Smartsearch Services
Semantic search matches the meaning of a query instead of the exact words typed. A query like “my invoice has not arrived” matches content about “invoice not issued”, and Turkish suffixes do not degrade result quality.
Vector (meaning) search is weak on queries that need an exact match, such as product codes or invoice numbers. A hybrid architecture combines keyword and vector search so both query types return the right result.
Yes. Results are filtered with RBAC according to the user’s access rights; on internal portals an unauthorised document is never listed.
Smartsearch
Let us move your search experience onto a semantic result layer.
We review the channels, data and integrations you already have, then set out the right MVP flow.