Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -2,23 +2,24 @@ import gradio as gr
|
|
2 |
import os
|
3 |
from groq import Groq
|
4 |
|
5 |
-
#
|
6 |
GROQ_API_KEY = os.getenv("Groq_API_Key")
|
7 |
|
8 |
-
# Initialize Groq client
|
9 |
client = Groq(api_key=GROQ_API_KEY)
|
10 |
|
11 |
-
# System
|
12 |
SYSTEM_PROMPT = (
|
13 |
"You are a Construction Material Advisor Bot. Your job is to recommend the best construction materials "
|
14 |
"for civil engineering projects based on environmental conditions, budget, load requirements, and durability. "
|
15 |
-
"Be concise, informative, and explain
|
16 |
)
|
17 |
|
|
|
18 |
MODEL_NAME = "llama3-70b-8192"
|
19 |
|
|
|
20 |
def get_material_advice(user_query: str) -> str:
|
21 |
-
"""Return a material recommendation generated by the Groq LLM."""
|
22 |
try:
|
23 |
chat_completion = client.chat.completions.create(
|
24 |
model=MODEL_NAME,
|
@@ -29,15 +30,18 @@ def get_material_advice(user_query: str) -> str:
|
|
29 |
temperature=0.7,
|
30 |
max_tokens=500,
|
31 |
)
|
32 |
-
|
33 |
-
|
34 |
-
|
|
|
|
|
|
|
35 |
|
36 |
-
# Gradio
|
37 |
demo = gr.Interface(
|
38 |
fn=get_material_advice,
|
39 |
inputs=gr.Textbox(lines=3, placeholder="Ask about construction materials..."),
|
40 |
-
outputs=
|
41 |
title="🧱 Construction Material Advisor Bot",
|
42 |
description=(
|
43 |
"Ask questions like 'What is the best material for a coastal bridge?' or "
|
@@ -45,6 +49,5 @@ demo = gr.Interface(
|
|
45 |
),
|
46 |
)
|
47 |
|
48 |
-
# Launch the app
|
49 |
if __name__ == "__main__":
|
50 |
demo.launch()
|
|
|
2 |
import os
|
3 |
from groq import Groq
|
4 |
|
5 |
+
# Load API key securely from environment variable
|
6 |
GROQ_API_KEY = os.getenv("Groq_API_Key")
|
7 |
|
8 |
+
# Initialize Groq client using the SDK
|
9 |
client = Groq(api_key=GROQ_API_KEY)
|
10 |
|
11 |
+
# System instruction for the bot
|
12 |
SYSTEM_PROMPT = (
|
13 |
"You are a Construction Material Advisor Bot. Your job is to recommend the best construction materials "
|
14 |
"for civil engineering projects based on environmental conditions, budget, load requirements, and durability. "
|
15 |
+
"Be concise, informative, and explain pros and cons of the materials."
|
16 |
)
|
17 |
|
18 |
+
# Model name
|
19 |
MODEL_NAME = "llama3-70b-8192"
|
20 |
|
21 |
+
# Chat function using Groq SDK
|
22 |
def get_material_advice(user_query: str) -> str:
|
|
|
23 |
try:
|
24 |
chat_completion = client.chat.completions.create(
|
25 |
model=MODEL_NAME,
|
|
|
30 |
temperature=0.7,
|
31 |
max_tokens=500,
|
32 |
)
|
33 |
+
response = chat_completion.choices[0].message.content.strip()
|
34 |
+
# Convert plain text response to Markdown for better formatting
|
35 |
+
formatted_response = f"### 🧱 Material Recommendations\n\n{response}"
|
36 |
+
return formatted_response
|
37 |
+
except Exception as e:
|
38 |
+
return f"Error: {str(e)}"
|
39 |
|
40 |
+
# Gradio UI
|
41 |
demo = gr.Interface(
|
42 |
fn=get_material_advice,
|
43 |
inputs=gr.Textbox(lines=3, placeholder="Ask about construction materials..."),
|
44 |
+
outputs=gr.Markdown(),
|
45 |
title="🧱 Construction Material Advisor Bot",
|
46 |
description=(
|
47 |
"Ask questions like 'What is the best material for a coastal bridge?' or "
|
|
|
49 |
),
|
50 |
)
|
51 |
|
|
|
52 |
if __name__ == "__main__":
|
53 |
demo.launch()
|