Spaces:
Sleeping
Sleeping
Update app.py
#1
by
Sg-at-srijan-us-kg
- opened
app.py
CHANGED
|
@@ -2,10 +2,13 @@ import gradio as gr
|
|
| 2 |
from huggingface_hub import InferenceClient
|
| 3 |
|
| 4 |
# Initialize the Hugging Face Inference Client
|
| 5 |
-
client = InferenceClient()
|
| 6 |
|
| 7 |
# Function to stream the compliance suggestions as they are generated
|
| 8 |
-
def analyze_compliance_stream(code, compliance_standard):
|
|
|
|
|
|
|
|
|
|
| 9 |
prompt = f"Analyze the following code for {compliance_standard} compliance and suggest modifications or refactoring to meet the guidelines:\n\n{code}"
|
| 10 |
|
| 11 |
messages = [
|
|
@@ -14,10 +17,9 @@ def analyze_compliance_stream(code, compliance_standard):
|
|
| 14 |
|
| 15 |
# Create a stream to receive generated content
|
| 16 |
stream = client.chat.completions.create(
|
| 17 |
-
model="Qwen/Qwen2.5-Coder-32B-Instruct",
|
| 18 |
messages=messages,
|
| 19 |
temperature=0.5,
|
| 20 |
-
max_tokens=
|
| 21 |
top_p=0.7,
|
| 22 |
stream=True
|
| 23 |
)
|
|
@@ -28,10 +30,18 @@ def analyze_compliance_stream(code, compliance_standard):
|
|
| 28 |
compliance_suggestions += chunk.choices[0].delta.content
|
| 29 |
yield compliance_suggestions # Yield incremental content to display immediately
|
| 30 |
|
|
|
|
|
|
|
|
|
|
| 31 |
# Create Gradio interface with the modified layout
|
| 32 |
with gr.Blocks() as app:
|
| 33 |
gr.Markdown("## Code Compliance Advisor")
|
| 34 |
gr.Markdown("Analyze your code for legal compliance and security standards (e.g., GDPR, HIPAA) and receive actionable suggestions.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
|
| 36 |
with gr.Row():
|
| 37 |
# First column for input components
|
|
@@ -42,6 +52,7 @@ with gr.Blocks() as app:
|
|
| 42 |
label="Compliance Standard",
|
| 43 |
value="GDPR"
|
| 44 |
)
|
|
|
|
| 45 |
analyze_button = gr.Button("Analyze Compliance")
|
| 46 |
|
| 47 |
# Second column for output
|
|
@@ -50,7 +61,7 @@ with gr.Blocks() as app:
|
|
| 50 |
output_markdown = gr.Markdown()
|
| 51 |
|
| 52 |
# Link button to function with inputs and outputs
|
| 53 |
-
analyze_button.click(fn=analyze_compliance_stream, inputs=[code_input, compliance_standard], outputs=output_markdown)
|
| 54 |
|
| 55 |
# Run the Gradio app
|
| 56 |
app.launch()
|
|
|
|
| 2 |
from huggingface_hub import InferenceClient
|
| 3 |
|
| 4 |
# Initialize the Hugging Face Inference Client
|
| 5 |
+
client = InferenceClient("Qwen/Qwen2.5-Coder-32B-Instruct")
|
| 6 |
|
| 7 |
# Function to stream the compliance suggestions as they are generated
|
| 8 |
+
def analyze_compliance_stream(code, compliance_standard, consent):
|
| 9 |
+
if not consent:
|
| 10 |
+
return "You must consent to the processing of your code snippet."
|
| 11 |
+
|
| 12 |
prompt = f"Analyze the following code for {compliance_standard} compliance and suggest modifications or refactoring to meet the guidelines:\n\n{code}"
|
| 13 |
|
| 14 |
messages = [
|
|
|
|
| 17 |
|
| 18 |
# Create a stream to receive generated content
|
| 19 |
stream = client.chat.completions.create(
|
|
|
|
| 20 |
messages=messages,
|
| 21 |
temperature=0.5,
|
| 22 |
+
max_tokens=32000,
|
| 23 |
top_p=0.7,
|
| 24 |
stream=True
|
| 25 |
)
|
|
|
|
| 30 |
compliance_suggestions += chunk.choices[0].delta.content
|
| 31 |
yield compliance_suggestions # Yield incremental content to display immediately
|
| 32 |
|
| 33 |
+
# Delete the code snippet after processing
|
| 34 |
+
del code
|
| 35 |
+
|
| 36 |
# Create Gradio interface with the modified layout
|
| 37 |
with gr.Blocks() as app:
|
| 38 |
gr.Markdown("## Code Compliance Advisor")
|
| 39 |
gr.Markdown("Analyze your code for legal compliance and security standards (e.g., GDPR, HIPAA) and receive actionable suggestions.")
|
| 40 |
+
gr.Markdown("### Privacy Notice")
|
| 41 |
+
gr.Markdown("""
|
| 42 |
+
By using this tool, you consent to the processing of your code snippet for compliance analysis. Your code will be sent to a third-party model for analysis and the results will be displayed to you. We do not store your code or the results unless required by law.
|
| 43 |
+
You have the right to access and erase your data. If you wish to request access to your data or have it erased, please contact us at [contact@example.com].
|
| 44 |
+
""")
|
| 45 |
|
| 46 |
with gr.Row():
|
| 47 |
# First column for input components
|
|
|
|
| 52 |
label="Compliance Standard",
|
| 53 |
value="GDPR"
|
| 54 |
)
|
| 55 |
+
consent_checkbox = gr.Checkbox(label="I consent to the processing of my code snippet", value=False)
|
| 56 |
analyze_button = gr.Button("Analyze Compliance")
|
| 57 |
|
| 58 |
# Second column for output
|
|
|
|
| 61 |
output_markdown = gr.Markdown()
|
| 62 |
|
| 63 |
# Link button to function with inputs and outputs
|
| 64 |
+
analyze_button.click(fn=analyze_compliance_stream, inputs=[code_input, compliance_standard, consent_checkbox], outputs=output_markdown)
|
| 65 |
|
| 66 |
# Run the Gradio app
|
| 67 |
app.launch()
|