mathpix call pdf-to-mmd; mathpix llm sandbox mmd-to-json

Author: neagualexa

wizard/mathpix_call.py

@@ -0,0 +1,45 @@
+import requests
+import json
+import os
+import time
+from dotenv import load_dotenv
+
+# Load API keys from .env file
+load_dotenv()
+MATHPIX_API_KEY = os.getenv("MATHPIX_API_KEY")
+MATHPIX_APP_ID = os.getenv("MATHPIX_APP_ID")
+
+with open("wizard/pastpapers/2024_paper.pdf", "rb") as file:
+    r = requests.post(
+        "https://api.mathpix.com/v3/pdf",
+        headers={
+            "app_id": MATHPIX_APP_ID,
+            "app_key": MATHPIX_API_KEY,
+        },
+        files={"file": file},
+    )
+    pdf_id = r.json()["pdf_id"]
+    print("PDF ID:", pdf_id)
+    print("Response:", r.json())
+
+    url = f"https://api.mathpix.com/v3/pdf/{pdf_id}.mmd"
+    headers = {
+        "app_id": MATHPIX_APP_ID,
+        "app_key": MATHPIX_API_KEY,
+    }
+
+    max_retries = 10
+    retry_delay = 5  # seconds
+    for attempt in range(max_retries):
+        response = requests.get(url, headers=headers)
+        if response.status_code == 200:
+            # Save the result if the request is successful
+            with open(f"{pdf_id}.mmd", "w") as f:
+                f.write(response.text)
+            print("Downloaded MMD successfully.")
+            break
+        else:
+            print(f"Attempt {attempt + 1}/{max_retries}: Processing not complete. Retrying in {retry_delay} seconds...")
+            time.sleep(retry_delay)
+    else:
+        print("Failed to retrieve processed PDF after multiple attempts:", response.status_code, response.text)

wizard/sandbox.ipynb

@@ -841,7 +841,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.8"
+   "version": "3.12.9"
   }
  },
  "nbformat": 4,