ai-agent

chak‑ai: Streamline LLM Access for Fast‑Moving Founders

Use chak‑ai to connect your apps to large language models with minimal setup. Ideal for founders who need a lightweight, Python‑based gateway for rapid prototyping.

From the repo · “A simple, yet handy, LLM gateway.”

201 stars4 forksPythonGuide quality 9/10 · reviewed Oct 10Updated 10/15/2026100% free · open source
What it does

Chak-ai provides a simple and handy gateway for using large language models (LLMs) in Python applications, allowing startup founders to easily integrate AI capabilities into their projects.

When to use it
  • •When you need to add text analysis or generation capabilities to your application
  • •When you want to use pre-trained LLMs without worrying about the underlying infrastructure
  • •When you need a lightweight and easy-to-use AI solution for your startup's prototype or proof-of-concept
Ready-to-paste prompt
python example.py --model gpt-2 --prompt 'Write a short story about a character who discovers a hidden world'
Heads up: Ensure you have the correct Python version (3.8 or later) and the required dependencies installed, as specified in the `requirements.txt` file, to avoid compatibility issues
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/chak-ai && curl -fsSL https://workflowstacks.com/api/skills/chak-ai/claude-skill -o ~/.claude/skills/chak-ai/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How chak‑ai: Streamline LLM Access for Fast‑Moving Founders works
Codeflow
Free to inspect

Chak‑ai: Streamline LLM Access for Fast‑Moving Founders is a large Python project (~37k lines across 145 code files, plus 35 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit this month, MIT license, has a test suite.

Size
Large codebase
~37k lines · 145 code files · ~5 h to skim
Setup
One-command install
Installs like a normal app. Reading the code is optional.
Runs on
Python
No API keys detected
Python 88%HTML 12%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    pyproject.toml
    Dependencies and the commands it exposes
  3. 3
    examples/__init__.py
    A worked example — copy this to get going
What's in each folder
examples/Examples you can copy56 files
docs/Documentation2 files
chak/Folder90 files
tests/Tests — proof it works35 files
.github/CI / automation (GitHub Actions)1 files
READMEHas testsDocumentedCI checksExamples includedMIT licenseUpdated this month
Quick Actions
Details
Creator
zhixiangxue
Language
Python
Category
ai-agent
Published
11/7/2025

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/chak-ai.svg)](https://workflowstacks.com/skills/chak-ai?utm_source=github&utm_medium=badge)
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