[Python] GroqCloud API Issue

this is my python code

import streamlit as st import pandas as pd import requests

---------- FUNCTION TO FETCH API DATA ----------


def fetch_data_from_api(api_url): """Fetch data from an API and return a DataFrame if successful.""" try: response = requests.get(api_url) response.raise_for_status() # Raise an error for bad status codes

content_type = response.headers.get("Content-Type", "").lower()

if "application/json" in content_type:
return pd.DataFrame(response.json()) # Convert JSON to DataFrame
elif "text/csv" in content_type:
from io import StringIO
return pd.read_csv(StringIO(response.text)) # Convert CSV to DataFrame
else:
st.error("Unsupported API response format. Please provide JSON or CSV data.")
return None
except requests.exceptions.RequestException as e:
st.error(f"⚠️ API Request Failed: {e}")
return None

---------- FUNCTION TO GENERATE ANSWER ----------


def generate_answer(df, question): """Generate an AI-powered answer based on the DataFrame and user query.""" df_string = df.to_csv(index=False)

prompt = f"""
You are an expert data analyst. Analyze the following data and answer the user's question.

DATA:
{df_string}

QUESTION:
{question}
"""

# Use the API key from Streamlit secrets
GROQ_API_KEY = st.secrets["GROQ_API_KEY"]

headers = {"Authorization": f"Bearer {GROQ_API_KEY}", "Content-Type": "application/json"}
payload = {
"model": "mixtral-8x7b-instruct",
"messages": [
{"role": "system", "content": "You are a helpful data analyst."},
{"role": "user", "content": prompt}
],
"temperature": 0.2
}

response = requests.post("https://api.groq.com/v1/chat/completions", headers=headers, json=payload)

if response.status_code == 200:
return response.json()["choices"][0]["message"]["content"]
else:
return f"⚠️ API Error: {response.text}"

---------- STREAMLIT UI ----------


st.title(" Data Q&A with AI (Powered by Groq)")

File upload option


uploaded_file = st.file_uploader(" Upload a file (CSV, JSON, XLSX):", type=["csv", "json", "xlsx"])

API input option


api_url = st.text_input(" Enter an API endpoint to fetch data:")

df = None # Initialize DataFrame

Process file upload


if uploaded_file: st.write(f"File type detected: {uploaded_file.type}") try: if uploaded_file.type == "text/csv": df = pd.read_csv(uploaded_file) elif uploaded_file.type == "application/json": df = pd.read_json(uploaded_file) elif uploaded_file.type == "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet": df = pd.read_excel(uploaded_file) else: st.error("Unsupported file type!") except Exception as e: st.error(f"Error loading file: {e}")

Process API data fetch


elif api_url: with st.spinner("Fetching data from API..."): df = fetch_data_from_api(api_url)

Display data and process user question


if df is not None: st.subheader(" Data Preview") st.write(df)

question = st.text_input("Ask a question about your data:")

if question:
with st.spinner("AI is analyzing the data"):
answer = generate_answer(df, question)
st.success("✅ Answer Ready!")
st.subheader(" AI's Answer:")
st.write(answer)


st.markdown("---") st.markdown("Made with using Groq (Mixtral-8x7B) and Streamlit")

But The Error is when i ask any question:

⚠️ API Error: -[if lt IE 7]> <![endif]--> api.groq.com | 520: Web server is returning an unknown error Web server is returning an unknown error Error code 520 Visit cloudflare.com for more information. 2025-03-25 05:13:23 UTC <div class="relative mb-10 md:m-0"


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