| --- |
| title: TinyCodeAgent |
| emoji: 🐣 |
| colorFrom: indigo |
| colorTo: yellow |
| sdk: gradio |
| sdk_version: 5.33.1 |
| app_file: app.py |
| pinned: true |
| license: apache-2.0 |
| short_description: Think in python and execute code to solve a task |
| tags: |
| - agent-demo-track |
| - mcp-server-track |
| - mcp |
| - code-agent |
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|
| --- |
| |
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| # TinyCodeAgent |
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| 🚀 **TinyCodeAgent: A Self-Building, Self-Debugging Python Agent in the Cloud** 🚀 |
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| ## Demo |
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| **Watch the demo on YouTube** |
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| [](https://youtu.be/CGFSc9Jf5vw) |
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| In this demo, watch how **TinyCodeAgent**: |
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| 1. **Thinks in Python** |
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| * Dynamically generates Python code in the cloud |
| * Instantly executes and tests its own snippets |
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| 2. **Builds Its Own Tools** |
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| * Creates helper functions on the fly |
| * Integrates new modules to extend its capabilities |
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| 3. **Runs & Debugs** |
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| * Detects errors, logs tracebacks |
| * Auto-corrects and re-runs until the task is solved |
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| 🔍 **Demo Workflow** |
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| * **Step 1:** List the most popular Spaces on Hugging Face |
| * **Step 2:** Filter for upcoming Hackathon Spaces without prerequisites |
| * **Step 3:** Display results in a clean, interactive format |
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| --- |
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| ### Why TinyCodeAgent? |
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| * Built on **[TinyAgent](https://github.com/askbudi/tinyagent) **, a lightweight AI agent framework |
| * **Extendable hooks** system for easy customization |
| * Simple event loop ensures stability and fast iteration |
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| You can extend it using TinyAgent Hooks system, and use it with Gradio Integration. |
| Your agent could become a MCP Server or tool for another agent. |
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| This Project is using **Qwen/Qwen3-235B-A22B** from [Nebius](https://nebius.ai/) thanks to their support. |
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| ## Benefits |
| - Stateful python code using Modal Functions (Instead of using a sandbox, Faster and cheaper) |
| - Use TinyAgent Hooks system to extend your agent |
| - Use Gradio Integration to use your agent as a tool for another agent |
| - Log System |
| - Storage |
| - Multi MCP Connections |
| - Support Models through LiteLLM |
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| ## Examples |
| - **What are the most popular Spaces on Hugging Face today?** |
| - Please calculate the root mean square error of the following data: |
| - [1, 2, 3, 4, 5] |
| - [1, 2, 3, 4, 5] |
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| - How is the weather in Paris? What about the traffic? [Uses dummy functions, for demo purposes] |
| - How is traffic right now in Paris, Montreal, Tokyo and London? |
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| ## Credits |
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| - [TinyAgent](https://github.com/askbudi/tinyagent) I have built this project as well. |
| - [Modal](https://modal.com/) I use Modal Functions to run python code. |
| - [Gradio](https://gradio.app/) I use Gradio to create a web interface for my agent. |
| - [Cloudpickle](https://github.com/cloudpipe/cloudpickle) I use Cloudpickle to serialize and deserialize python objects. |
| - [SmolAgents](https://github.com/huggingface/smolagents) Use SmolAgents Coding Agent System Prompt as a base for my system prompt. |
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