Prompt
I'm building an app that needs OCR and summarization from one API
Latest observation
Oct 8, 2026
OpenAI APIWeb search: off
If you want OCR + summarization from a single API, the cleanest approach is to use a multimodal LLM endpoint that can accept images directly and then produce structured text summaries from the extracted content.
Good fit options
1) OpenAI API
You can send:
- an image for OCR / text extraction
- a follow-up instruction for summarization
- or do both in one request by asking it to extract and summarize the image contents
Typical pattern:
- Input: image URL or base64 image
- Output: extracted text, summary, key fields, etc.
This works well for:
- scanned documents
- receipts
- screenshots
- forms
- invoices
- whiteboards
2) Google Cloud Document AI
Best if your documents are mostly business docs and you want specialized extraction.
- Strong OCR
- Good document structure understanding
- Summarization usually needs a second step with an LLM
3) AWS Textract + LLM
- Textract handles OCR and form/table extraction
- Then you summarize with an LLM
- More modular, but not a single API
Best single-API choice
If your goal is “one API call that can read an image and summarize it”, use a multimodal LLM API like OpenAI.
Example workflow
- Upload image or send image directly
- Ask for:
- raw text extraction
- concise summary
- key data points
- Receive structured JSON back
Example output shape:
{
"extracted_text": "...",
"summary": "...",
"entities": {
"dates": [],
"amounts": [],
"names": []
}
}
If you want, I can help with either:
- a recommended architecture
- a sample OpenAI API request
- a Node.js / Python implementation
- or a comparison of OCR APIs
If you tell me your document type, I can suggest the best setup.