Extract insights from multimodal data
Turn unstructured content into structured, actionable data. Powered by advanced AI, this solution extracts entities, attributes, and relationships across text, images, and more—with awareness of context, semantics, and layout for high‑precision, scalable extraction and faster processing.
Intended customers
Enterprises that need faster, more accurate extraction of key information from high volumes of documents
E-commerce platforms seeking to extract attributes and tags from images to enrich product metadata and boost search relevance
Use cases
Leverage AI models for data understanding and analysis
Tap Alibaba Cloud Model Studio's out-of-the-box multimodal inference to process text, images, and more. Our AI solutions seamlessly embed industry-leading multimodal information extraction into core business scenarios, automate the processing of massive data volumes, and significantly improve both operational efficiency and decision quality.
Smart office
Intelligently process contracts, reports, and invoices—rapidly extracting and validating key information. Analyze and summarize meeting content to generate minutes, action items, and to‑do lists. Build enterprise knowledge bases from accumulated documents, enabling efficient information retrieval, decision support, and internal collaboration.
E‑commerce operations
At scale, understand and analyze product images to automatically extract rich attributes—such as style, material, and texture—and enhance product tagging. Combine text and image data from customer reviews for in‑depth analysis, revealing customer needs and product pain points. Then, use these insights to refine service quality control and operational strategies, boosting product competitiveness and overall customer satisfaction.
Brand reputation management
Understand, recognize, and extract insights from social media content—capturing brand exposure, user sentiment, and trending topics. Use these signals to inform marketing campaigns and trigger timely alerts on emerging negative sentiment, helping protect overall brand image.
Architecture
Flexible, scalable, secure architecture for multimodal extraction
Multimodal inference
Access a broad catalog of AI models—including Alibaba Cloud's Tongyi series and leading third‑party options—covering text, images, and more.
Effortless scaling
Resources scale automatically with your workload, while models are continuously updated to keep pace with evolving needs.
Flexible, cost-effective processing
Run asynchronous batch jobs by submitting files; results return within 24 hours at roughly 50% of real-time inference cost.
Secure, in-place data access
Keep data where it is. Authorize access to Alibaba Cloud Object Storage Service, AnalyticDB, or MaxCompute for efficient, secure processing without migration.
Deployment
Get started with ready-to-use extraction solutions
Text information extraction
2858610
This solution uses a web service built with computing resources, such as Function Compute (FC), to accept user requests. FC sends the text and prompt to the Alibaba Cloud Model Studio service, which then invokes the text model qwen-flash for processing and returns the result to the user.
20 minutes
CNY 0(Alibaba Cloud Model Studio and Function Compute provide a free trial quota. If the free trial quota is exhausted, the estimated trial cost is no more than CNY 1.)
Alibaba Cloud Model StudioFunction Compute
Document information extraction
2858611
This solution uses a web service built with computing resources, such as Function Compute (FC), to accept user requests. FC sends the document and prompt to the Alibaba Cloud Model Studio service, which then invokes the text model qwen-long for processing and returns the result to the user.
20 minutes
CNY 0(Alibaba Cloud Model Studio and Function Compute provide a free trial quota. If the free trial quota is exhausted, the estimated trial cost is no more than CNY 1.)
Alibaba Cloud Model StudioFunction Compute
Optical character recognition
2856973
This solution uses a web service built with computing resources, such as Function Compute (FC), to accept user requests. FC uploads the image to Object Storage Service (OSS) and then sends the image URL and prompt to the Alibaba Cloud Model Studio service. The service invokes the vision model qwen-vl-ocr for processing and returns the result to the user.
20 minutes
CNY 0 to 2(Object Storage Service (OSS) uses a pay-as-you-go billing method. Alibaba Cloud Model Studio and Function Compute provide a free trial quota. If the free trial quota is exhausted, the estimated trial cost is no more than CNY 2.)
Alibaba Cloud Model StudioFunction ComputeObject Storage Service
Image attribute extraction
2851499
This solution uses a web service built with computing resources, such as Function Compute (FC), to accept user requests. FC uploads the image to Object Storage Service (OSS) and then sends the image URL and prompt to the Alibaba Cloud Model Studio service. The service invokes the vision model qwen-vl-max for processing and returns the result to the user.
20 minutes
CNY 0 to 2(Object Storage Service (OSS) uses a pay-as-you-go billing method. Alibaba Cloud Model Studio and Function Compute provide a free trial quota. If the free trial quota is exhausted, the estimated trial cost is no more than CNY 2.)
Alibaba Cloud Model StudioFunction ComputeObject Storage Service
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