Page Search API
Where agents find the page that answers.
Search your PDFs and get back the pages relevant to each question. Save 97% of your token cost.
Search for the pages relevant to your questions
Faster and more accurate than vector search
99.3%of the pages that answer the question are in the top 20 returned
1.1 sto search a new 160-page document with one question, processing included
97%fewer tokens to your LLM: about 5 pages instead of the whole document, on average
Search Accuracy vs. Time
Top 20 pages returned Top 10 and top 5
Evidence pages foundTime to search a new document
40%
60%
80%
100%
0 s
1 s
2 s
3 s
4 s
10Page Search APITop 10 pages: 97.5% of evidence found1.1 s for a new 160-page document
5Page Search APITop 5 pages: 93.2% of evidence found1.1 s for a new 160-page document
10Voyage 4 LargeTop 10 pages: 83.8% of evidence found2.8 s for a new 160-page document
5Voyage 4 LargeTop 5 pages: 65.5% of evidence found2.8 s for a new 160-page document
10Gemini Embedding 2Top 10 pages: 70.1% of evidence found3.2 s for a new 160-page document
5Gemini Embedding 2Top 5 pages: 54.0% of evidence found3.2 s for a new 160-page document
10OpenAI text-embedding-3-largeTop 10 pages: 68.0% of evidence found2.4 s for a new 160-page document
5OpenAI text-embedding-3-largeTop 5 pages: 47.5% of evidence found2.4 s for a new 160-page document
20Page Search APITop 20 pages: 99.3% of evidence found1.1 s for a new 160-page documentPage Search APIPage Search
20Voyage 4 LargeTop 20 pages: 90.3% of evidence found2.8 s for a new 160-page documentVoyage 4 LargeVoyage
20Gemini Embedding 2Top 20 pages: 86.3% of evidence found3.2 s for a new 160-page documentGemini Embedding 2Gemini
20OpenAI text-embedding-3-largeTop 20 pages: 79.9% of evidence found2.4 s for a new 160-page documentOpenAI text-embedding-3-largeOpenAI
Evidence pages found in the top 20 returned, and time to search a new document
Page Search API99.3%1.1 s
Voyage 4 Large90.3%2.8 s
Gemini Embedding 286.3%3.2 s
OpenAI text-embedding-3-large79.9%2.4 s
| Method | Time | Top 5 | Top 10 | Top 20 |
|---|---|---|---|---|
| Page Search API | 1.1 s | 93.2% | 97.5% | 99.3% |
| Voyage 4 Large | 2.8 s | 65.5% | 83.8% | 90.3% |
| Gemini Embedding 2 | 3.2 s | 54% | 70.1% | 86.3% |
| OpenAI text-embedding-3-large | 2.4 s | 47.5% | 68% | 79.9% |
Search photos, charts and diagrams
The search is multimodal, so you need no OCR model or PDF parser.
A photo
Find the photo of the crew.
A diagram
Show the diagram of the Transformer architecture.
A chart
Find the chart of oil prices.
Find the page across many documents
- Collections. Group documents, and search within a group.
- Metadata. Tag each document with your own keys, such as
{"ticker": "NVDA", "year": 2026}, and filter by them.
Give your agent the Page Search toolkit
- Filters and pages. It writes filters from your metadata's keys and values, and reads each page's text, with scans and charts as pictures.
- Claude or OpenAI. One line for the OpenAI Agents SDK.
Pay only for what you search
No subscription and no minimum. Start with $5 of free credit.
Page search
$0.10 / 1,000 pages
The first question.
$0.02 / 1,000 pages
Each extra question, up to 10 a search.
Document search
$0.30 / 1,000 documents
The first question.
$0.10 / 1,000 documents
Each extra question, up to 10 a search.
Storage
Free
Up to 10,000 pages stored.
$0.10 / 1,000 pages a month
Past that, charged a day at a time.