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Zvt

modular quant framework.

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Works With

Claude CodeCursorWindsurfVS CodeDeveloper tool

About

](https://github.com/zvtvz/zvt) [ ](https://pypi.org/project/zvt/) [ ](https://github.com/zvtvz/zvt/actions/workflows/build.yml) [ ](https://zvt.readthedocs.io/en/latest/?badge=latest) [ [](https://pepy.tech/project/zvt)

The origin of ZVT

The Three Major Principles of Stock Trading

Declaration

This project does not currently guarantee any backward compatibility, so please upgrade with caution. As the author's thoughts evolve, some things that were once considered important may become less so, and thus may not be maintained. Whether the addition of some new elements will be useful to you needs to be assessed by yourself.

Read this in other languages: [中文](README-cn.md).

Read the docs:[https://zvt.readthedocs.io/en/latest/](https://zvt.readthedocs.io/en/latest/)

Install

python3 -m pip install -U zvt

Main ui

#### Dash & Plotly UI

It's good for backtest and research, but it is not applicable for real-time market data and user interaction.

After the installation is complete, enter zvt on the command line

shell
zvt

open http://127.0.0.1:8050/

The example shown here relies on data, factor, trader, please read docs
The core concept of the system is visual, and the name of the interface corresponds to it one-to-one, so it is also uniform and extensible.
You can write and run the strategy in your favorite ide, and then view its related targets, factor, signal and performance on the UI.

#### Rest api and standalone UI

It is more flexible and more scalable, more suitable for handling real-time market data and user interaction. Combined with the dynamic tag system provided by ZVT, it offers a trading approach that combines AI with human intervention.
  • Init tag system

run following scripts:

https://github.com/zvtvz/zvt/blob/master/src/zvt/tasks/init_tag_system.py https://github.com/zvtvz/zvt/blob/master/src/zvt/tasks/stock_pool_runner.py https://github.com/zvtvz/zvt/blob/master/src/zvt/tasks/qmt_data_runner.py https://github.com/zvtvz/zvt/blob/master/src/zvt/tasks/qmt_tick_runner.py

  • Install uvicorn
shell
pip install uvicorn
  • Run zvt server

After the installation is complete, enter zvt_server on the command line

shell
zvt_server

Or run it from source code: https://github.com/zvtvz/zvt/blob/master/src/zvt/zvt_server.py

  • Check the api docs

open http://127.0.0.1:8090/docs

  • Deploy the front end service

Front end source code: https://github.com/zvtvz/zvt_ui

Change the env file: https://github.com/zvtvz/zvt_ui/blob/main/.env

Set {your server IP} to zvt_server IP

text
NEXT_PUBLIC_SERVER = {your server IP}

Don't lose this

Three weeks from now, you'll want Zvt again. Will you remember where to find it?

Save it to your library and the next time you need Zvt, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.

⚡ Pro tip for geeks: add a-gnt 🤵🏻‍♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.

🤵🏻‍♂️

a-gnt's Take

Our honest review

This plugs directly into your AI and gives it new abilities it didn't have before. modular quant framework. Once connected, just ask your AI to use it. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.

Tips for getting started

1

Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.

What's New

Version 1.0.06 days ago

Imported from GitHub

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