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app.py

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+# Answer a math problem with code.
+# Adapted from Dust [maths-generate-code](https://dust.tt/spolu/a/d12ac33169)
+
+from minichain import Backend, JinjaPrompt, Prompt, start_chain, SimplePrompt, show_log
+
+
+# Prompt that asks LLM for code from math.
+
+class ColorPrompt(Prompt[str, bool]):
+    def parse(inp: str) -> str:
+        return f"Answer 'Yes' if this is a color, {inp}. Answer:"
+
+    def parse(out: str, inp) -> bool:
+        # Encode the parsing logic
+        return out.strip() == "Yes"  
+ColorPrompt().show({"inp": "dog"}, "No")
+
+
+with start_chain("color") as backend:
+    question = 'What is the sum of the powers of 3 (3^i) that are smaller than 100?'
+    prompt = MathPrompt(backend.OpenAI()).chain(SimplePrompt(backend.Python()))
+    result = prompt({"question": question})
+    print(result)
+
+    
+show_log("math.log")

requirements.txt

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+gradio
+git+https://github.com/srush/minichain
+manifest-ml