INPUT PRICE
Input / 1M tokens
file
OUTPUT PRICE
Input / 1M tokens
text
curl --location 'https://gptproto.com/v1/models/gemini-3-pro-preview:generateContent' \
--header 'Authorization: Bearer sk-***********' \
--header 'Content-Type: application/json' \
--data '{
"contents": [
{
"parts": [
{
"text": "帮我分析这份文件"
},
{
"fileData": {
"mimeType": "application/pdf",
"fileUri": "https://oss.heyoos.com/ai-draw/material/Essential-English.pdf"
}
}
]
}
],
"generationConfig": {
"temperature": 0.3
},
"safetySettings": [
{
"category": "HARM_CATEGORY_HARASSMENT",
"threshold": "BLOCK_MEDIUM_AND_ABOVE"
},
{
"category": "HARM_CATEGORY_HATE_SPEECH",
"threshold": "BLOCK_MEDIUM_AND_ABOVE"
}
]
}'
See how gemini-3-pro-preview/file-analysis drives technical file analysis, automation, and productivity for development and data-heavy workflows.
A software development firm integrates gemini-3-pro-preview/file-analysis to automate reviewing large code repositories. The model parses source files, identifies errors, and generates structured feedback reports for developers. This improves efficiency, reduces manual review time, and helps ensure consistent quality standards across projects. Teams can customize error detection rules and merge review cycles with existing DevOps workflows. Integration via API and support for various languages enables versatility, optimizing collaboration between programmers and QA engineers.
An enterprise knowledge management platform leverages gemini-3-pro-preview/file-analysis to process lengthy technical documents, including compliance reports and product manuals. The model extracts key points, generates readable summaries, and indexes content for rapid search and reference. Document analysts automate tasks that previously required hours of manual effort, continuously updating departmental repositories. The system improves onboarding, regulatory reporting, and cross-team knowledge sharing. Multimodal input support allows mixed PDF, text, and image files for comprehensive analysis.
A healthcare provider uses gemini-3-pro-preview/file-analysis for automated extraction of patient information from diverse medical record formats. The model processes structured data like lab results as well as narrative documents to compile patient histories. It identifies patterns, notes anomalies, and helps speed up clinical decision-making. Secure API integration ensures privacy compliance. This application reduces administrative burden, improves accuracy in records, and supports population-level research by consolidating large-scale health document datasets.
Follow these simple steps to set up your account, get credits, and start sending API requests to gemini-3-pro-preview via Gptproto.

Create your free Gptproto account to begin. You can set up an organization for your team at any time.

Your balance can be used across all models on the platform, including gemini-3-pro-preview, giving you the flexibility to experiment and scale as needed.

In your dashboard, create an API key — you’ll need it to authenticate when making requests to gemini-3-pro-preview.

Use your API key with our sample code to send a request to gemini-3-pro-preview via Gptproto and see instant AI‑powered results.
User Reviews