AI Services & Intelligence
Vector databases, AI site search and RAG assistants that answer from your own content
An assistant that makes things up is worse than no assistant. Ours answer from your content and show where each answer came from.
4.8 out of 5 from 59 Google reviews Building websites since 2008300+ websites launched30 published case studiesTeam in Hooksett, NH
Vector search and RAG assistants let customers and staff ask questions in plain language and get answers drawn from your own content. We turn your pages, documents and FAQs into embeddings, store them in a vector database, and build site search or an assistant that retrieves the right passages, cites its sources and hands off to a person when unsure.
Why it matters now
Retrieval-augmented generation is how AI assistants ground answers in real sources. Building it on your own knowledge shortens support calls and shows which questions your site fails to answer.
What is included
- Content inventory and cleanup
- Chunking and embeddings
- Vector database setup, such as pgvector or a managed service
- AI site search and chat assistants
- Citations, guardrails and handoff to a person
- Evaluation sets and answer quality reports
How we do it
- CollectGather and clean the content to answer from.
- IndexCreate embeddings and load the vector database.
- BuildShip search or an assistant with citations.
- EvaluateTest against real questions and improve.
Frequently asked questions
What is RAG?
Retrieval-augmented generation. The assistant first retrieves relevant passages from your content, then writes an answer from them, which keeps answers grounded and citable.
Will our data train public AI models?
We choose providers and settings that do not train on your data, and keep private documents out of public-facing tools.
Find out what Google and AI assistants say about you
Talk to the Sprout team in Hooksett. We will run your buyer questions through ChatGPT, Gemini and Perplexity, check your Google profile, and show you the fixes that matter first.
- 4.8 out of 559 Google reviews
- 300+websites since 2008
- 30published case studies
- Hooksett, NH15 Cross Rd, Unit 4