Spaces:
Sleeping
Sleeping
Upload 2 files
Browse files- requirements.txt +2 -2
- simple_casl_app.py +44 -48
requirements.txt
CHANGED
|
@@ -2,8 +2,8 @@ gradio>=4.0.0
|
|
| 2 |
pandas>=1.3.0
|
| 3 |
numpy>=1.20.0
|
| 4 |
matplotlib>=3.3.0
|
| 5 |
-
|
| 6 |
reportlab>=3.6.0
|
| 7 |
PyPDF2>=2.0.0
|
| 8 |
-
|
| 9 |
pydub>=0.25.0
|
|
|
|
| 2 |
pandas>=1.3.0
|
| 3 |
numpy>=1.20.0
|
| 4 |
matplotlib>=3.3.0
|
| 5 |
+
requests>=2.25.0
|
| 6 |
reportlab>=3.6.0
|
| 7 |
PyPDF2>=2.0.0
|
| 8 |
+
speech_recognition>=3.8.0
|
| 9 |
pydub>=0.25.0
|
simple_casl_app.py
CHANGED
|
@@ -1,70 +1,62 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
-
import boto3
|
| 3 |
import json
|
| 4 |
import os
|
| 5 |
import logging
|
|
|
|
| 6 |
|
| 7 |
# Configure logging
|
| 8 |
logging.basicConfig(level=logging.INFO)
|
| 9 |
logger = logging.getLogger(__name__)
|
| 10 |
|
| 11 |
-
#
|
| 12 |
-
|
| 13 |
-
AWS_SECRET_KEY = os.getenv("AWS_SECRET_KEY", "")
|
| 14 |
-
AWS_REGION = os.getenv("AWS_REGION", "us-east-1")
|
| 15 |
|
| 16 |
-
#
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
'bedrock-runtime',
|
| 22 |
-
aws_access_key_id=AWS_ACCESS_KEY,
|
| 23 |
-
aws_secret_access_key=AWS_SECRET_KEY,
|
| 24 |
-
region_name=AWS_REGION
|
| 25 |
-
)
|
| 26 |
-
logger.info("Bedrock client initialized successfully")
|
| 27 |
-
except Exception as e:
|
| 28 |
-
logger.error(f"Failed to initialize AWS Bedrock client: {str(e)}")
|
| 29 |
|
| 30 |
-
def
|
| 31 |
-
"""Call
|
| 32 |
-
if not
|
| 33 |
-
return "β
|
| 34 |
|
| 35 |
try:
|
| 36 |
-
|
| 37 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 38 |
"max_tokens": 4096,
|
| 39 |
-
"top_k": 250,
|
| 40 |
-
"stop_sequences": [],
|
| 41 |
-
"temperature": 0.3,
|
| 42 |
-
"top_p": 0.9,
|
| 43 |
"messages": [
|
| 44 |
{
|
| 45 |
"role": "user",
|
| 46 |
-
"content":
|
| 47 |
-
{
|
| 48 |
-
"type": "text",
|
| 49 |
-
"text": prompt
|
| 50 |
-
}
|
| 51 |
-
]
|
| 52 |
}
|
| 53 |
]
|
| 54 |
-
}
|
| 55 |
|
| 56 |
-
response =
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
)
|
| 62 |
-
response_body = json.loads(response.get('body').read())
|
| 63 |
-
return response_body['content'][0]['text']
|
| 64 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 65 |
except Exception as e:
|
| 66 |
-
logger.error(f"Error calling
|
| 67 |
-
return f"β Error
|
| 68 |
|
| 69 |
def process_file(file):
|
| 70 |
"""Process uploaded file"""
|
|
@@ -125,8 +117,8 @@ def analyze_transcript(file, age, gender):
|
|
| 125 |
Provide realistic standard scores (70-130 range, mean=100).
|
| 126 |
"""
|
| 127 |
|
| 128 |
-
# Get analysis from
|
| 129 |
-
result =
|
| 130 |
return result
|
| 131 |
|
| 132 |
# Create simple interface
|
|
@@ -181,7 +173,11 @@ with gr.Blocks(title="Simple CASL Analysis", theme=gr.themes.Soft()) as app:
|
|
| 181 |
|
| 182 |
if __name__ == "__main__":
|
| 183 |
print("π Starting Simple CASL Analysis Tool...")
|
| 184 |
-
if not
|
| 185 |
-
print("β οΈ
|
|
|
|
|
|
|
|
|
|
|
|
|
| 186 |
|
| 187 |
app.launch(show_api=False)
|
|
|
|
| 1 |
import gradio as gr
|
|
|
|
| 2 |
import json
|
| 3 |
import os
|
| 4 |
import logging
|
| 5 |
+
import requests
|
| 6 |
|
| 7 |
# Configure logging
|
| 8 |
logging.basicConfig(level=logging.INFO)
|
| 9 |
logger = logging.getLogger(__name__)
|
| 10 |
|
| 11 |
+
# Anthropic API key - can be set as HuggingFace secret or environment variable
|
| 12 |
+
ANTHROPIC_API_KEY = os.getenv("ANTHROPIC_API_KEY", "")
|
|
|
|
|
|
|
| 13 |
|
| 14 |
+
# Check if API key is available
|
| 15 |
+
if ANTHROPIC_API_KEY:
|
| 16 |
+
logger.info("Claude API key found")
|
| 17 |
+
else:
|
| 18 |
+
logger.warning("Claude API key not found - using demo mode")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19 |
|
| 20 |
+
def call_claude_api(prompt):
|
| 21 |
+
"""Call Claude API directly"""
|
| 22 |
+
if not ANTHROPIC_API_KEY:
|
| 23 |
+
return "β Claude API key not configured. Please set ANTHROPIC_API_KEY environment variable."
|
| 24 |
|
| 25 |
try:
|
| 26 |
+
headers = {
|
| 27 |
+
"Content-Type": "application/json",
|
| 28 |
+
"x-api-key": ANTHROPIC_API_KEY,
|
| 29 |
+
"anthropic-version": "2023-06-01"
|
| 30 |
+
}
|
| 31 |
+
|
| 32 |
+
data = {
|
| 33 |
+
"model": "claude-3-5-sonnet-20241022",
|
| 34 |
"max_tokens": 4096,
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
"messages": [
|
| 36 |
{
|
| 37 |
"role": "user",
|
| 38 |
+
"content": prompt
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 39 |
}
|
| 40 |
]
|
| 41 |
+
}
|
| 42 |
|
| 43 |
+
response = requests.post(
|
| 44 |
+
"https://api.anthropic.com/v1/messages",
|
| 45 |
+
headers=headers,
|
| 46 |
+
json=data,
|
| 47 |
+
timeout=60
|
| 48 |
)
|
|
|
|
|
|
|
| 49 |
|
| 50 |
+
if response.status_code == 200:
|
| 51 |
+
response_json = response.json()
|
| 52 |
+
return response_json['content'][0]['text']
|
| 53 |
+
else:
|
| 54 |
+
logger.error(f"Claude API error: {response.status_code} - {response.text}")
|
| 55 |
+
return f"β Claude API Error: {response.status_code}"
|
| 56 |
+
|
| 57 |
except Exception as e:
|
| 58 |
+
logger.error(f"Error calling Claude API: {str(e)}")
|
| 59 |
+
return f"β Error: {str(e)}"
|
| 60 |
|
| 61 |
def process_file(file):
|
| 62 |
"""Process uploaded file"""
|
|
|
|
| 117 |
Provide realistic standard scores (70-130 range, mean=100).
|
| 118 |
"""
|
| 119 |
|
| 120 |
+
# Get analysis from Claude API
|
| 121 |
+
result = call_claude_api(prompt)
|
| 122 |
return result
|
| 123 |
|
| 124 |
# Create simple interface
|
|
|
|
| 173 |
|
| 174 |
if __name__ == "__main__":
|
| 175 |
print("π Starting Simple CASL Analysis Tool...")
|
| 176 |
+
if not ANTHROPIC_API_KEY:
|
| 177 |
+
print("β οΈ ANTHROPIC_API_KEY not configured - analysis will show error message")
|
| 178 |
+
print(" For HuggingFace Spaces: Add ANTHROPIC_API_KEY as a secret in your space settings")
|
| 179 |
+
print(" For local use: export ANTHROPIC_API_KEY='your-key-here'")
|
| 180 |
+
else:
|
| 181 |
+
print("β
Claude API configured")
|
| 182 |
|
| 183 |
app.launch(show_api=False)
|