Spaces:
Sleeping
Sleeping
Create ai_interpreter.py
Browse files- ai_interpreter.py +68 -0
ai_interpreter.py
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# ai_interpreter.py
|
| 2 |
+
"""
|
| 3 |
+
AI interpretation module using Claude API.
|
| 4 |
+
Handles astrological interpretations and user interactions.
|
| 5 |
+
Uses Hugging Face Space secrets for API credentials.
|
| 6 |
+
"""
|
| 7 |
+
|
| 8 |
+
from typing import Dict, Any
|
| 9 |
+
import streamlit as st
|
| 10 |
+
from anthropic import Anthropic
|
| 11 |
+
|
| 12 |
+
class AstroAI:
|
| 13 |
+
"""Handles AI-powered astrological interpretations"""
|
| 14 |
+
|
| 15 |
+
def __init__(self):
|
| 16 |
+
# Get API key from Hugging Face Space secrets
|
| 17 |
+
api_key = st.secrets.get("CLAUDE_API_KEY")
|
| 18 |
+
if not api_key:
|
| 19 |
+
raise ValueError("CLAUDE_API_KEY not found in secrets. Please configure it in your Hugging Face Space settings.")
|
| 20 |
+
|
| 21 |
+
self.client = Anthropic(api_key=api_key)
|
| 22 |
+
|
| 23 |
+
def _format_chart_data(self, chart_data: Dict[str, Any]) -> str:
|
| 24 |
+
"""Convert chart data to a readable format for the AI"""
|
| 25 |
+
formatted = "Birth Chart Positions:\n\n"
|
| 26 |
+
|
| 27 |
+
# Format planetary positions
|
| 28 |
+
formatted += "Planets:\n"
|
| 29 |
+
for planet, data in chart_data['planets'].items():
|
| 30 |
+
formatted += f"{planet}: {data['degrees']}° {data['sign']} in House {data['house']}\n"
|
| 31 |
+
|
| 32 |
+
# Format house cusps
|
| 33 |
+
formatted += "\nHouse Cusps:\n"
|
| 34 |
+
for house, data in chart_data['houses'].items():
|
| 35 |
+
formatted += f"{house}: {data['degrees']}° {data['sign']}\n"
|
| 36 |
+
|
| 37 |
+
return formatted
|
| 38 |
+
|
| 39 |
+
def get_interpretation(self, chart_data: Dict[str, Any], question: str) -> str:
|
| 40 |
+
"""
|
| 41 |
+
Generate an astrological interpretation based on the chart and user's question
|
| 42 |
+
"""
|
| 43 |
+
formatted_chart = self._format_chart_data(chart_data)
|
| 44 |
+
|
| 45 |
+
# Construct the prompt
|
| 46 |
+
prompt = f"""As an astrological AI assistant, provide an interpretation based on the following birth chart data:
|
| 47 |
+
|
| 48 |
+
{formatted_chart}
|
| 49 |
+
|
| 50 |
+
User's Question: {question}
|
| 51 |
+
|
| 52 |
+
Please provide a clear and insightful interpretation focusing specifically on the question asked."""
|
| 53 |
+
|
| 54 |
+
# Get response from Claude
|
| 55 |
+
try:
|
| 56 |
+
response = self.client.messages.create(
|
| 57 |
+
model="claude-3-sonnet-20240229",
|
| 58 |
+
max_tokens=1000,
|
| 59 |
+
messages=[{
|
| 60 |
+
"role": "user",
|
| 61 |
+
"content": prompt
|
| 62 |
+
}]
|
| 63 |
+
)
|
| 64 |
+
return response.content[0].text
|
| 65 |
+
except Exception as e:
|
| 66 |
+
error_message = f"Error generating interpretation: {str(e)}"
|
| 67 |
+
st.error(error_message) # Display error in Streamlit UI
|
| 68 |
+
return f"I apologize, but I encountered an error: {error_message}"
|