Update app.py
Browse files
app.py
CHANGED
|
@@ -2,30 +2,60 @@ import os
|
|
| 2 |
import gradio as gr
|
| 3 |
from groq import Groq
|
| 4 |
|
| 5 |
-
# Read API key from environment variable on Hugging Face Spaces
|
| 6 |
api_key = os.getenv("GROQ_API_KEY")
|
| 7 |
-
|
| 8 |
if not api_key:
|
| 9 |
-
raise ValueError("GROQ_API_KEY not found
|
| 10 |
|
| 11 |
client = Groq(api_key=api_key)
|
| 12 |
MODEL_NAME = "llama-3.1-8b-instant"
|
| 13 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
def chat_groq(message, history):
|
| 15 |
try:
|
| 16 |
-
|
| 17 |
|
|
|
|
| 18 |
messages = [{"role": "system", "content": system_prompt}]
|
| 19 |
|
| 20 |
-
#
|
| 21 |
-
for user_msg, bot_msg in
|
| 22 |
messages.append({"role": "user", "content": user_msg})
|
| 23 |
if bot_msg:
|
| 24 |
messages.append({"role": "assistant", "content": bot_msg})
|
| 25 |
|
| 26 |
-
#
|
| 27 |
messages.append({"role": "user", "content": message})
|
| 28 |
|
|
|
|
| 29 |
completion = client.chat.completions.create(
|
| 30 |
model=MODEL_NAME,
|
| 31 |
messages=messages,
|
|
@@ -33,12 +63,12 @@ def chat_groq(message, history):
|
|
| 33 |
temperature=0.7,
|
| 34 |
)
|
| 35 |
|
| 36 |
-
|
| 37 |
-
return reply
|
| 38 |
|
| 39 |
except Exception as e:
|
| 40 |
return f"Error: {e}"
|
| 41 |
|
|
|
|
| 42 |
ui = gr.ChatInterface(
|
| 43 |
fn=chat_groq,
|
| 44 |
title="Sajid's GenAI App (Groq)",
|
|
|
|
| 2 |
import gradio as gr
|
| 3 |
from groq import Groq
|
| 4 |
|
|
|
|
| 5 |
api_key = os.getenv("GROQ_API_KEY")
|
|
|
|
| 6 |
if not api_key:
|
| 7 |
+
raise ValueError("GROQ_API_KEY not found in environment variables.")
|
| 8 |
|
| 9 |
client = Groq(api_key=api_key)
|
| 10 |
MODEL_NAME = "llama-3.1-8b-instant"
|
| 11 |
|
| 12 |
+
def normalize_history(history):
|
| 13 |
+
"""
|
| 14 |
+
Convert Gradio history to (user, assistant) pairs.
|
| 15 |
+
Handles both:
|
| 16 |
+
- [["hi", "hello"], ["ok", "sure"]]
|
| 17 |
+
- [{"role":"user","content":"hi"}, {"role":"assistant","content":"hello"}, ...]
|
| 18 |
+
"""
|
| 19 |
+
normalized = []
|
| 20 |
+
|
| 21 |
+
if not history:
|
| 22 |
+
return normalized
|
| 23 |
+
|
| 24 |
+
if isinstance(history[0], list):
|
| 25 |
+
# Format: [["hi", "hello"], ["ok", "sure"]]
|
| 26 |
+
return history
|
| 27 |
+
|
| 28 |
+
# Format: [{"role": "...", "content": "..."}]
|
| 29 |
+
temp_pair = []
|
| 30 |
+
for msg in history:
|
| 31 |
+
if msg["role"] == "user":
|
| 32 |
+
temp_pair = [msg["content"], None]
|
| 33 |
+
elif msg["role"] == "assistant":
|
| 34 |
+
if temp_pair:
|
| 35 |
+
temp_pair[1] = msg["content"]
|
| 36 |
+
normalized.append(temp_pair)
|
| 37 |
+
temp_pair = []
|
| 38 |
+
|
| 39 |
+
return normalized
|
| 40 |
+
|
| 41 |
+
|
| 42 |
def chat_groq(message, history):
|
| 43 |
try:
|
| 44 |
+
history_pairs = normalize_history(history)
|
| 45 |
|
| 46 |
+
system_prompt = "You are a helpful AI assistant."
|
| 47 |
messages = [{"role": "system", "content": system_prompt}]
|
| 48 |
|
| 49 |
+
# Add normalized history
|
| 50 |
+
for user_msg, bot_msg in history_pairs:
|
| 51 |
messages.append({"role": "user", "content": user_msg})
|
| 52 |
if bot_msg:
|
| 53 |
messages.append({"role": "assistant", "content": bot_msg})
|
| 54 |
|
| 55 |
+
# Add latest message
|
| 56 |
messages.append({"role": "user", "content": message})
|
| 57 |
|
| 58 |
+
# Groq API
|
| 59 |
completion = client.chat.completions.create(
|
| 60 |
model=MODEL_NAME,
|
| 61 |
messages=messages,
|
|
|
|
| 63 |
temperature=0.7,
|
| 64 |
)
|
| 65 |
|
| 66 |
+
return completion.choices[0].message.content
|
|
|
|
| 67 |
|
| 68 |
except Exception as e:
|
| 69 |
return f"Error: {e}"
|
| 70 |
|
| 71 |
+
|
| 72 |
ui = gr.ChatInterface(
|
| 73 |
fn=chat_groq,
|
| 74 |
title="Sajid's GenAI App (Groq)",
|