DeepSeek

The Document Export Layer for DeepSeek, OpenAI-Compatible, Sovereign-Ready

Add Real Document Export to DeepSeek and Carbone

The DeepSeek API is OpenAI- and Anthropic-compatible. Drop the Carbone MCP and SDK code straight in, no rewrite. DeepSeek itself has no native file export, and Carbone is the missing layer. Ask DeepSeek for a credit memo in DOCX, a fund factsheet in XLSX, or a bilingual contract in PDF. Carbone renders them from one JSON payload, in templates your team designed in Word, Excel, or PowerPoint.

Why DeepSeek users choose Carbone:

OpenAI- and Anthropic-compatible drop-in. Point the same MCP server, the same Carbone Skill, and the same SDK code at the DeepSeek base URL. Works with the OpenAI SDK, LangChain, LlamaIndex, AutoGen, CrewAI, the OpenAI Agents SDK, and Claude Code.
The export layer DeepSeek doesn't ship. DeepSeek ranks among the top open-weights models on AIME, MATH-500, LiveCodeBench, HumanEval, RULER, C-Eval, and CMMLU. That reasoning translates into clean structured JSON, exactly what Carbone needs to render branded documents.
Deterministic and predictable at scale. One Carbone template plus one JSON payload produces the exact same document every time, at predictable subscription pricing — not a per-token bill. AI-native file generation is expensive in tokens and produces a different file every run; Carbone does not.
Sovereign pipelines, end to end. Run DeepSeek-V3 on your own GPUs via vLLM, SGLang, or Ollama, or call it through Together, Fireworks, Azure AI Foundry, NVIDIA NIM, or AWS Bedrock. Pair with Carbone Cloud (EU-hosted, Paris) or Carbone On-Premise. No PRC routing, no US routing, your choice.
128k context, long-document fit. Feed DeepSeek a 100-page master service agreement, get back a structured JSON of clauses, parties, and obligations. Carbone renders the redlined DOCX and the executive-summary PDF in one call.
A top open-weights Chinese-language model. Generate bilingual contracts, fapiao-aligned receipts, and mainland regulatory filings. DeepSeek scores at or near the top of public Chinese-language benchmarks like C-Eval and CMMLU.
Design templates in the tools you already use. Word, Excel, or PowerPoint — or HTML, Markdown, or even a fillable PDF form if you prefer. No proprietary editor and no code-only templating syntax like Handlebars or Jinja to learn. Your business team owns the design.
100+ output formats. PDF, DOCX, XLSX, PPTX, ODT, ODS, CSV, HTML, Markdown, JPEG, PNG. Real editable Office files, not screenshots embedded in a DOCX wrapper.
Battle-tested for 7+ years. Carbone powers production document workflows in finance, legal, healthcare, and the public sector.

Set up the Carbone MCP Install the Carbone Skill

Add Real Document Export to DeepSeek and Carbone illustration

DeepSeek document generation workflows: invoices, reports, and contracts

Financial services at scale. Credit memos, KYC and AML reports, fund factsheets, board packs. DeepSeek's reasoning and Chinese-language strength make it a strong fit for cross-border banking. Carbone renders the final DOCX or XLSX.
Long-form regulatory filings. Feed DeepSeek 100 pages of source material in its 128k window. Carbone emits the structured filing in PDF, DOCX, or the format your regulator requires.
Bilingual contracts and Chinese-market documents. Fapiao-aligned receipts, mainland regulatory filings, cross-border NDAs. DeepSeek is among the strongest on C-Eval and CMMLU, Carbone handles the rendering.
Insurance quote letters and claims packs. DeepSeek extracts and reasons over the policy data. Carbone renders the personalised quote, the rider, or the claims pack.
Generate from plain language. "A credit memo with the borrower's financials, conditional covenants, risk rating, and signature block." DeepSeek writes valid Carbone tags on the first try.
Render directly from the chat. Through the Carbone MCP, DeepSeek calls Carbone and returns the finished PDF, DOCX, XLSX, or PPTX. Recommended models: DeepSeek-V3 or V3.2-Exp for the tool-calling pass (most reliable). Use R1 for the upstream reasoning, then hand the JSON to V3 for the render.

Browse template examples See all supported formats

DeepSeek document generation workflows: invoices, reports, and contracts illustration

DeepSeek to PDF: turn HTML or Markdown into a polished document

DeepSeek-Coder is a strong HTML and Markdown author, and Carbone renders both as native template formats. Ask it to draft an investor report, a resume, or a product datasheet in HTML/CSS or Markdown, then hand the result to Carbone: one API call returns a print-ready PDF (or DOCX, ODT) with page breaks, headers, footers, loops, conditions, and your brand styles.

Reach for this pattern when you don't need a pre-existing Office template — one-off documents, marketing collateral, or technical brochures.

See the HTML templates and Markdown templates guides for the syntax and best practices.

DeepSeek to PDF: turn HTML or Markdown into a polished document illustration

Where AI-native file generation falls short

Letting an AI build the whole file is great for a one-off draft. For production document workflows, three things break, and Carbone fixes each:

✗ Not repeatable. The same prompt yields a different file each run, with layout, fonts, and branding drifting from page to page, so testing, versioning, and automation fall apart.
✓ Carbone renders the same document every time from one template and one JSON payload.

✗ Fragile, locked-down files. AI output can look fine yet refuse to open cleanly, break its own formulas, or flatten tables and text into images you cannot edit.
✓ Carbone fills a real Office template instead of writing the file from scratch, so every result is structurally valid and fully editable.

✗ Expensive at scale. Generating full documents burns tens of thousands of tokens each, and a small edit regenerates large sections.
✓ Carbone uses predictable pricing instead — a fixed document quota, usage-based billing, or a flat rate for unlimited rendering.

Bottom line: DeepSeek helps you draft the template and the wording; Carbone handles the part that has to be exact — merging your data to produce the same document every time.

Where AI-native file generation falls short illustration

Carbone Skill and MCP: render documents from DeepSeek

The Carbone Skill is the knowledge layer. Loaded into your DeepSeek agent (whether via the OpenAI SDK, Claude Code against the Anthropic-compatible endpoint, or any MCP-enabled client), it teaches DeepSeek the full Carbone templating language: tag syntax, formatters, conditions, loops, :set patterns, HTML and Markdown templates, and best practices. DeepSeek then writes correct Carbone templates on the first try.

The Carbone MCP server is the action layer — a document generation MCP for AI agents. DeepSeek-V3 and V3.2-Exp call Carbone directly to upload templates, render documents, convert formats, and manage your template storage. Use V3 for the MCP tool-call pass, its tool-calling support is the most production-ready of the DeepSeek family.

Learn more about the Carbone Skill Learn more about the Carbone MCP

Carbone Skill and MCP: render documents from DeepSeek illustration

Document automation at scale

Once your template is ready, plug Carbone into n8n, Make, Zapier, Salesforce, HubSpot, Odoo, or any of our other integrations. Build the template once with DeepSeek-Coder, generate documents at scale, automatically, on the most price-efficient frontier-class reasoning model on the market.

See all integrations