
PaperBanana-CN
io.github.mituan-ai由 GitHub 账号 mituan-ai 发布v2.0.1更新于 Nov 3, 2026
Generate and evaluate academic diagrams and plots with independent model connections.
概览
根据研究描述生成学术方法示意图,并根据 CSV 或 JSON 数据生成统计图,VLM 与图像生成服务可分别配置。
- 可以做什么
- 根据方法文本与图注生成方法示意图,可选择宽高比、分辨率和输出格式
- 根据 CSV 或 JSON 数据生成统计图
- 评估生成图的质量,并继续已保存的运行
- 执行整篇论文编排、批量生成与参数扫描
- 无需任何模型连接即可进行多面板拼图与历史运行浏览
- 适用场景
- 适合在撰写论文或报告时,让助手起草架构/方法示意图或数据图表,或批量生成并评估多个图版本。它偏向桌面使用,更适合本地研究工作流而非无头服务器环境。
- 运行要求
- 通过 uvx 以 stdio 在本地运行,需要 Python 3.10-3.12 与 uv;Studio 界面需要桌面浏览器。统计图与质量评估需要 VLM 连接,方法示意图还需图像生成连接;每个连接需单独填写协议、Base URL、API key、模型名和超时。清单未声明任何凭据。
安装
在 SourceWeft 中
- 打开 控制台中的 PaperBanana-CN,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
English · 简体中文
[PaperBanana-CN scientific figure workbench with a generated multimodal fault-diagnosis figure]
PaperBanana-CN generates methodology diagrams from research descriptions and statistical plots from CSV or JSON data. It uses the PaperBanana scientific workflow and adds separate VLM and image-service connections, a Chinese Studio interface, and explicit aspect-ratio and resolution controls.
[Launch Studio] [Install from PyPI]
[CI status] [Package version 2.0.1] [MIT License]
One run from input to figure
[A PaperBanana-CN Studio run progressing from configured inputs to a completed scientific figure]
The recording follows a methodology-diagram run from submitted inputs to the completed result.
Before you start
You need Python 3.10-3.12, uv, and a desktop browser.
Each connection specifies its own protocol, Base URL, API key, model name, and timeout. The VLM and image roles may use the same service or two different services.
Quick start
1. Launch Studio
Open http://127.0.0.1:7860. uvx runs the package in an isolated environment and does not modify
Debian or Ubuntu's system Python.
2. Add the model connections
Open Settings → VLM connection, fill in the service fields, and select Save and use. Repeat under Image connection before generating a methodology diagram.
Editing a saved connection does not activate it. An empty API-key field keeps the stored key. Studio does not fill stored keys back into the browser.
Connection manager screenshot and protocol notes
[PaperBanana-CN connection manager with separate fields for a VLM service]
The connection guide lists the supported protocols, credential storage rules, connection tests, and legacy mode.
3. Generate a figure
Open Methodology diagram, provide the method content and figure caption, then choose an aspect ratio, resolution, and output format.
The same task from the CLI:
What PaperBanana-CN adds
Separate VLM and image connections
The two model roles have independent protocol, Base URL, API key, model, and timeout settings. Studio, CLI, and MCP resolve the same saved connections. Saved profiles contain credential references; API keys remain outside the repository and run metadata.
Official APIs, OpenAI-compatible services, and Gemini-compatible services are supported. Provider specifics stay in the adapters rather than the scientific workflow.
Chinese and English Studio
The Studio interface, help text, validation, progress messages, and errors are available in Chinese and English. Changing the interface language does not rewrite prompts, paper text, or labels inside the generated figure.
Aspect ratios and resolution
Supported aspect ratios:
1:1 · 4:3 · 3:2 · 5:4 · 16:9 · 21:9 · 4:5 · 3:4 · 2:3 · 9:16
Resolution tiers:
1K · 2K · 4K
Studio shows the request size or provider-native tier before generation. If an adapter cannot produce the selected combination, validation stops the request and reports the unsupported option.
Studio workflows
[PaperBanana-CN methodology-diagram workspace with task inputs and a completed result]
Methodology-diagram workspace
[PaperBanana-CN statistical-plot workspace with CSV input and a completed line chart]
Statistical-plot workspace using synthetic demonstration data
CLI, MCP, Docker, and Colab
MCP client configuration
The server provides 11 tools and reads the same active connections as Studio and CLI. See the MCP guide for the tool list and arguments.
Docker
Permanent install, source setup, and optional providers
Install the command in a uv-managed environment:
Run the current source checkout:
The default package includes Studio, MCP, PDF input, OpenAI-compatible services, and Gemini.
For CI, use paperbanana-cn connections add --api-key-env ENV_VAR so the key is read from an
environment variable instead of a command-line value.
V1 and upstream
V2 is maintained on main as the paperbanana-cn distribution, the paperbanana_cn Python
module, and the paperbanana-cn command.
The scientific figure-generation core is based on
llmsresearch/paperbanana. PaperBanana-CN is an
unofficial community implementation and is not affiliated with or endorsed by the upstream
authors.
Community
PaperBanana-CN is maintained by mituan under the MIT License.
- Ask usage questions in Discussions.
- Report reproducible bugs in Issues.
- Report vulnerabilities through Private Vulnerability Reporting.
- Read CONTRIBUTING.md before opening a pull request.
Development checks
Do not upload API keys, private relay URLs, unpublished papers, private datasets, local connection stores, or generated run directories.
Star history
[Star History Chart]来源:README.md,提交 5f701ec
工具
0版本历史
1- v2.0.1最新Sep 16, 2026
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