For you and your team.
Find what you need across your documents, research, and company knowledge. Search directly, or bring the right context into your AI assistant.
- Personal research
- Team knowledge
- AI assistants
Search so good
it feels like magic.
All of your data, instantly searchable by AI.
Search at the speed of thought.
Backed by
Combinator
CombinatorPay only when you ask.No matter the size of your data.
Search compute is charged per query. Storage is billed separately at object storage price.
See pricingYOUR FILES. EVERYWHERE YOU WORK.Upload your files.
Upload your files.
Start asking.
Instantly searchable. No embeddings required.
- 01
Upload your files.
Bring the knowledge you already have.
- 02
Ask in your own words.
No need to know the exact phrase.
- 03
Find what you need.
Relevant information, ready to use.
ONE SEARCH. BOTH SIDES OF YOUR BUSINESS.Use it yourself.
Use it yourself.
Build it into your product.
For the people you serve.
Build WonderSearch into your app, help center, or AI experience. Let your users find what they need, through the product you create.
- In-app search
- Self-service support
- AI features
Semantic search.
Without the heavy lifting.
WonderSearch is a serverless sparse retrieval solution for semantic search. Find what people mean, pay per query, and get started without upfront ingestion or embedding fees.
Pay per query.
Pay for the searches you run. No idle compute to keep running.
Serverless by design.
Build search into your product or AI agent without managing search servers.
Skip the embedding pipeline.
No upfront ingestion or embedding fees. Search your knowledge in natural language.
Your knowledge.
Put to work.
Help customers help themselves. Keep your team moving.
Give your AI the context it needs.
SELF-SERVICE THAT GETS SOMEWHERE
Find it. Sort it. Get on with your day.
Help customers find the policy or product detail they need, right when they need it. Give them a clear next step without hunting through your help center.
THE QUESTION
Can I change my mind?
Returns policyUnused items can be returned within 30 days of delivery.
ORIGINAL SAMPLE DOCUMENT
We want you to feel good about what you ordered. If a colour, fit, or style is not quite right, you can start a return from the orders page in your account. Have your order number ready so we can find the purchase.
Unused items can be returned within 30 days of delivery.
Keep the original tags attached and include all accessories in the packaging. Once your request is accepted, we will email the return instructions. Items marked final sale and personalised products are excluded. If your order arrived damaged, contact support before sending it back so we can help with the next step.
Illustrative examples. Explore a use case, then open its sample source.
SEARCH EFFORTA quick look.
A quick look.
Or a closer one.
Not every question needs the same effort.
Give a bigger question more room to explore.
wondersearch-1.1Choose an effort for each search
Illustration of search effort.Choose Small, Medium, or Large for each search.
FURTHER READING
Before you ask
Read the docsWhat is WonderSearch?
WonderSearch is a serverless sparse retrieval solution for semantic search. Find what people mean, pay per query, and get started without upfront ingestion or embedding fees. Use it to search your documents, power product search, or find context for an AI assistant.
What can I build with WonderSearch?
Search for your product, a way to explore internal knowledge, or a source of relevant context for an AI assistant. WonderSearch returns passages with source references so your application can put the information to work.
Can people ask in their own words?
Yes. WonderSearch supports natural-language questions, so people can describe what they need. Results depend on the question and the information in your collection.
How do I connect it to my product?
Connect through the REST API, Python SDK, or MCP. Use WonderSearch with your application or AI agent and keep control of the experience you build.
What changes when I increase effort?
You give the search more room to explore. Choose a lighter setting for a straightforward lookup or more effort for a question that deserves a closer look. More effort does not guarantee a better result.
Where can I read your legal policies?
Read our Terms of Service , Privacy Policy, and Security Disclosure Policy for the terms that apply to WonderSearch and how information is handled.
Make knowledge
work harder.
Tell us what people need to find.
Let’s build their way to it.