Code Interpreter has been hot for the past week or two, but recently a new implementation of it got released. It’s open-source and it was made using LangChain agents, and we covered it!
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An implementation of the ChatGPT Code Interpreter using LangChain Agents
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An implementation of the ChatGPT Code Interpreter using LangChain Agents
Delve deeper into this open-source Code Interpreter API adventure
Why do I think this project is amazing? It’s open-source, and by experimenting with different prompts, only then you can figure out what this tool is exactly capable of, so I highly suggest trying it out! The future is also planned out, and it’s going to allow developers to create public apps.
What are the benefits and advantages of this tool?
The biggest advantage of this open-source Code Interpreter is its internet access. You can ask it to do amazing things like plotting the Bitcoin chart of 2023, and the agent fetches live data from Yahoo Finance and presents it as a neat image plot. Plus, you get to use your own hardware! If you need to run stable diffusion, you can leverage your dedicated GPU, unlike in the cloud environment offered by OpenAI. Other nifty features include chat memory for follow-up questions and automatic Python package installation when needed.
The heart of this project is the LangChain Agent, specifically the new OpenAIFunctionsAgent, which allows us to better handle user needs by calling functions and tools. For the code interpreter, we need a Python interpreter to execute Python code. It's like a personal toolbox for the agent to fulfill user requests and provide detailed explanations of the output.
How do you use it?
Get your OpenAI API Key here and install the package using pip.
You can use the API in your Python code: start a session, generate a response based on user input - stop your session.
If you’re struggling with installing it, click here for detailed instructions.
Try This Open-Source Code Interpreter
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