diff --git a/docs/my-website/docs/providers/azure/azure_ocr.md b/docs/my-website/docs/providers/azure/azure_ocr.md deleted file mode 100644 index 2e6ea7db50b..00000000000 --- a/docs/my-website/docs/providers/azure/azure_ocr.md +++ /dev/null @@ -1,154 +0,0 @@ -# Azure AI OCR - -## Overview - -| Property | Details | -|-------|-------| -| Description | Azure AI OCR provides document intelligence capabilities powered by Mistral, enabling text extraction from PDFs and images | -| Provider Route on LiteLLM | `azure_ai/` | -| Supported Operations | `/ocr` | -| Link to Provider Doc | [Azure AI ↗](https://ai.azure.com/) - -Extract text from documents and images using Azure AI's OCR models, powered by Mistral. - -## Quick Start - -**LiteLLM SDK** - -```python showLineNumbers title="SDK Usage" -import litellm -import os - -# Set environment variables -os.environ["AZURE_AI_API_KEY"] = "" -os.environ["AZURE_AI_API_BASE"] = "" - -# OCR with PDF URL -response = litellm.ocr( - model="azure_ai/mistral-document-ai-2505", - document={ - "type": "document_url", - "document_url": "https://example.com/document.pdf" - } -) - -# Access extracted text -for page in response.pages: - print(page.text) -``` - -**LiteLLM PROXY** - -```yaml showLineNumbers title="proxy_config.yaml" -model_list: - - model_name: azure-ocr - litellm_params: - model: azure_ai/mistral-document-ai-2505 - api_key: "os.environ/AZURE_AI_API_KEY" - api_base: "os.environ/AZURE_AI_API_BASE" - model_info: - mode: ocr -``` - -## Document Types - -Azure AI OCR supports both PDFs and images. - -### PDF Documents - -```python showLineNumbers title="PDF OCR" -response = litellm.ocr( - model="azure_ai/mistral-document-ai-2505", - document={ - "type": "document_url", - "document_url": "https://example.com/document.pdf" - } -) -``` - -### Image Documents - -```python showLineNumbers title="Image OCR" -response = litellm.ocr( - model="azure_ai/mistral-document-ai-2505", - document={ - "type": "image_url", - "image_url": "https://example.com/image.png" - } -) -``` - -### Base64 Encoded Documents - -```python showLineNumbers title="Base64 PDF" -import base64 - -# Read and encode PDF -with open("document.pdf", "rb") as f: - pdf_base64 = base64.b64encode(f.read()).decode() - -response = litellm.ocr( - model="azure_ai/mistral-document-ai-2505", - document={ - "type": "document_url", - "document_url": f"data:application/pdf;base64,{pdf_base64}" - } -) -``` - -## Supported Parameters - -```python showLineNumbers title="All Parameters" -response = litellm.ocr( - model="azure_ai/mistral-document-ai-2505", - document={ # Required: Document to process - "type": "document_url", - "document_url": "https://..." - }, - include_image_base64=True, # Optional: Include base64 images - pages=[0, 1, 2], # Optional: Specific pages to process - image_limit=10 # Optional: Limit number of images -) -``` - -## Response Format - -```python showLineNumbers title="Response Structure" -# Response has the following structure -response.pages # List of pages with extracted text -response.model # Model used -response.object # "ocr" -response.usage_info # Token usage information - -# Access page content -for page in response.pages: - print(f"Page {page.page_number}:") - print(page.text) -``` - -## Async Support - -```python showLineNumbers title="Async Usage" -import litellm - -response = await litellm.aocr( - model="azure_ai/mistral-document-ai-2505", - document={ - "type": "document_url", - "document_url": "https://example.com/document.pdf" - } -) -``` - -## Important Notes - -:::info URL Conversion -Azure AI OCR endpoints don't have internet access. LiteLLM automatically converts public URLs to base64 data URIs before sending requests to Azure AI. -::: - -## Supported Models - -- `mistral-document-ai-2505` - Latest Mistral OCR model on Azure AI - -Use the Azure AI provider prefix: `azure_ai/` - diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js index 72683d68014..02d0de7b16b 100644 --- a/docs/my-website/sidebars.js +++ b/docs/my-website/sidebars.js @@ -427,7 +427,6 @@ const sidebars = { label: "Azure AI", items: [ "providers/azure_ai", - "providers/azure_ocr", "providers/azure_ai_speech", "providers/azure_ai_img", ]