Search & RAG

Enter your site and set up search in minutes

Point Hopfield at your content and get semantic search, typeahead, and grounded answers, all from one index, all matching your brand.

Self-serve, or book a guided demo.

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For SaaS
1

Add a source

Drop in your site URL, docs, or files. We crawl and embed it automatically.

2

Drop in the widget

Install @hopfield/react or call the API. It matches your brand out of the box.

3

Go live

Ship instant search and AI answers, then watch the insights roll in.

Retrieval that understands meaning

Relevance, out of the box

Hybrid retrieval

Embeddings, fuzzy matching, and lexical search combined and re-ranked for relevance you can trust.

Instant typeahead

Sub-100ms suggestions as people type, grouped by collection with highlighted matches.

Connected context

Graph traversal pulls in related content so answers carry the surrounding context.

Always fresh

Scheduled re-crawls keep your index in sync as your content changes.

Query analytics

Top searches, click-through, and zero-result gaps to guide what to write next.

Scoped keys

Public, origin-locked keys for the browser and secret keys for the server.

Ship it today

One install, fully themeable

The React widget mirrors what you see above, and adapts its colors, radius, and type to match the site it lives on.

import { Search } from "@hopfield/react";

export function HelpButton() {
  return (
    <Search
      project="acme"
      publicApiKey="pk_live_..."
      theme="light"
    />
  );
}
Search insights

Every query is a signal

Search insights
Last 30 days
Searches / wk
24.8k
+18%
Click-through
71%
+6pt
AI answers
9.3k
+42%
Zero-result
2.1%
-1.4pt
Search volume
Top queries
pricing
api authentication
rate limits
webhooks setup
cancel subscription
Content gaps · searched but no good answer
soc 2 report41×bulk export csv28×saml login19×