Longcat 32K is Meituan's mid-range context model, offering a 32K token window that covers most practical document processing needs at a lower cost than the full 128K variant. It's optimized for the sweet spot of document analysis — contracts, reports, research papers, and meeting transcripts — where 32K tokens provides enough context for the vast majority of real-world documents.
Backed by Meituan's operational data expertise from China's largest food delivery and local services platform, Longcat 32K handles structured document extraction, bilingual summarization, and report generation with the practical reliability that comes from serving a platform with millions of daily transactions.
Key Features
32K token context optimized for typical document lengths
Lower cost than 128K variants for budget-conscious workloads
Strong bilingual document processing (Chinese + English)
Practical extraction from contracts, reports, and transcripts
Backed by Meituan's operational data expertise
Efficient processing for high-volume document pipelines
Ideal Use Cases
Contract and report summarization within 32K context
Meeting transcript analysis and action item extraction
Bilingual document processing at reduced cost
Research paper analysis and citation extraction
Technical Specifications
| Context Window | 32K tokens |
| Modality | Text → Text |
| Provider | Meituan |
| Category | Text Generation |
| Max Output | 8K tokens |
| Best For | Cost-efficient document processing |
API Usage
1 curl -X POST https://api.vincony.com/v1/chat/completions \ 2 -H "Authorization: Bearer YOUR_API_KEY" \ 3 -H "Content-Type: application/json" \ 4 -d '{ 5 "model": "meituan/longcat-32k", 6 "messages": [ 7 { "role": "user", "content": "Hello, Longcat 32K!" } 8 ] 9 }'
Replace YOUR_API_KEY with your Vincony API key. OpenAI-compatible endpoint — works with any OpenAI SDK.
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Frequently Asked Questions
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