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<!DOCTYPE html> |
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<html> |
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<head> |
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<meta charset="utf-8" /> |
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<meta name="viewport" content="width=device-width" /> |
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<title>My static Space</title> |
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<link rel="stylesheet" href="style.css" /> |
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</head> |
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<body> |
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<div class="card"> |
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<h3>Wolfram Alpha Tool for HuggingFace Agents</h3> |
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<h2>Demo Colab Notebook:</h2> |
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<a href="https://colab.research.google.com/drive/1wRv65uzfHO3WUJCo1tcRZgadq4XQ-o--">https://colab.research.google.com/drive/1wRv65uzfHO3WUJCo1tcRZgadq4XQ-o--</a><br> |
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<h3>Usage instructions:</h3> |
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<h1>Create and save WolframAlpha APP_ID as an environment variable:</h1> |
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<code> |
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os.environ["WOLFRAM_APP_ID"] = "YOUR_WOLFRAM_APP_ID"<br> |
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# Get it from: <a href="https://products.wolframalpha.com/simple-api/documentation">https://products.wolframalpha.com/simple-api/documentation</a><br> |
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from transformers import load_tool<br> |
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wolframalpha_tool = load_tool('LecJackS/wolfram-alpha-query')<br> |
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</code> |
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<br> |
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<h1>Test it:</h1> |
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<code> |
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query = "Integrate [ log(x)^2 + e^(x^2) dx ]"<br> |
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print(wolframalpha_tool(query))<br> |
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</code> |
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<br> |
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<h1>Add tool to agent:</h1> |
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<code> |
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agent = HfAgent("https://api-inference.huggingface.co/models/bigcode/starcoder", additional_tools=[wolframalpha_tool])<br> |
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</code> |
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<br> |
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<h1>Ask the agent to solve some math:</h1> |
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<code> |
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res = agent.run("Solve the following equation: Area of circle of radius 2")<br> |
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print(res)<br> |
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<br> |
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res = agent.run("Integrate log(x)^2 + e^(x^2) dx")<br> |
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print(res)<br> |
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</code> |
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</div> |
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</body> |
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</html> |
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