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--- |
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title: TinyCodeAgent |
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emoji: 🐣 |
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colorFrom: indigo |
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colorTo: yellow |
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sdk: gradio |
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sdk_version: 5.33.1 |
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app_file: app.py |
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pinned: true |
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license: apache-2.0 |
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short_description: Think in python and execute code to solve a task |
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tags: |
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- agent-demo-track |
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- mcp-server-track |
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- mcp |
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- 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 |
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* 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 |
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* Integrates new modules to extend its capabilities |
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3. **Runs & Debugs** |
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* Detects errors, logs tracebacks |
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* 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 |
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* **Step 2:** Filter for upcoming Hackathon Spaces without prerequisites |
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* **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 |
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* **Extendable hooks** system for easy customization |
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* 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. |
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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 |
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- Stateful python code using Modal Functions (Instead of using a sandbox, Faster and cheaper) |
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- Use TinyAgent Hooks system to extend your agent |
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- Use Gradio Integration to use your agent as a tool for another agent |
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- Log System |
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- Storage |
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- Multi MCP Connections |
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- Support Models through LiteLLM |
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## Examples |
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- **What are the most popular Spaces on Hugging Face today?** |
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- Please calculate the root mean square error of the following data: |
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- [1, 2, 3, 4, 5] |
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- [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] |
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- 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. |
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- [Modal](https://modal.com/) I use Modal Functions to run python code. |
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- [Gradio](https://gradio.app/) I use Gradio to create a web interface for my agent. |
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- [Cloudpickle](https://github.com/cloudpipe/cloudpickle) I use Cloudpickle to serialize and deserialize python objects. |
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- [SmolAgents](https://github.com/huggingface/smolagents) Use SmolAgents Coding Agent System Prompt as a base for my system prompt. |
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