Spaces:
Sleeping
Sleeping
rahulparajuli commited on
Commit ·
e5c88fa
1
Parent(s): 14a8642
first commit
Browse files- app.py +109 -0
- requirements.txt +5 -0
app.py
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""
|
| 2 |
+
AI Chatbot with Gradio - Lesson 2
|
| 3 |
+
Build and Share AI Demos Instantly with Gradio 🚀
|
| 4 |
+
|
| 5 |
+
A self-contained chatbot app using LangChain + Gradio.
|
| 6 |
+
Perfect for demos, job interviews, and portfolio projects.
|
| 7 |
+
"""
|
| 8 |
+
|
| 9 |
+
import gradio as gr
|
| 10 |
+
from langchain_groq import ChatGroq
|
| 11 |
+
from langchain_core.messages import HumanMessage, SystemMessage
|
| 12 |
+
import os
|
| 13 |
+
from dotenv import load_dotenv
|
| 14 |
+
|
| 15 |
+
# Load environment variables
|
| 16 |
+
load_dotenv()
|
| 17 |
+
|
| 18 |
+
# Initialize the LLM
|
| 19 |
+
llm = ChatGroq(
|
| 20 |
+
model="llama-3.1-8b-instant",
|
| 21 |
+
temperature=0.7,
|
| 22 |
+
api_key=os.getenv("GROQ_API_KEY")
|
| 23 |
+
)
|
| 24 |
+
|
| 25 |
+
def get_ai_response(user_message: str) -> str:
|
| 26 |
+
"""Generate AI response for user message"""
|
| 27 |
+
messages = [
|
| 28 |
+
SystemMessage(
|
| 29 |
+
content="You are a helpful AI assistant. Answer the user's questions."
|
| 30 |
+
),
|
| 31 |
+
HumanMessage(content=user_message),
|
| 32 |
+
]
|
| 33 |
+
response = llm.invoke(messages)
|
| 34 |
+
return response.content
|
| 35 |
+
|
| 36 |
+
def chatbot_interface(message, history):
|
| 37 |
+
"""Handle chatbot conversation flow"""
|
| 38 |
+
if not message.strip():
|
| 39 |
+
return history, ""
|
| 40 |
+
|
| 41 |
+
bot_response = get_ai_response(message)
|
| 42 |
+
|
| 43 |
+
# Add to history using the new messages format
|
| 44 |
+
history.append({"role": "user", "content": message})
|
| 45 |
+
history.append({"role": "assistant", "content": bot_response})
|
| 46 |
+
|
| 47 |
+
return history, ""
|
| 48 |
+
|
| 49 |
+
def create_interface():
|
| 50 |
+
"""Create and configure the Gradio interface"""
|
| 51 |
+
with gr.Blocks(theme=gr.themes.Soft()) as demo:
|
| 52 |
+
# Header
|
| 53 |
+
gr.Markdown("# 🤖 AI Chatbot Assistant")
|
| 54 |
+
gr.Markdown("Ask me anything and I'll help you with intelligent responses!")
|
| 55 |
+
|
| 56 |
+
# Chat components
|
| 57 |
+
chatbot = gr.Chatbot(
|
| 58 |
+
value=[],
|
| 59 |
+
height=400,
|
| 60 |
+
label="Chat History",
|
| 61 |
+
show_copy_button=True,
|
| 62 |
+
type="messages" # Use new messages format
|
| 63 |
+
)
|
| 64 |
+
|
| 65 |
+
msg = gr.Textbox(
|
| 66 |
+
placeholder="Type your message here...",
|
| 67 |
+
label="Your Message",
|
| 68 |
+
lines=2
|
| 69 |
+
)
|
| 70 |
+
|
| 71 |
+
# Buttons
|
| 72 |
+
with gr.Row():
|
| 73 |
+
submit_btn = gr.Button("Send", variant="primary")
|
| 74 |
+
clear_btn = gr.Button("Clear Chat", variant="secondary")
|
| 75 |
+
|
| 76 |
+
# Event handlers
|
| 77 |
+
submit_btn.click(
|
| 78 |
+
chatbot_interface,
|
| 79 |
+
inputs=[msg, chatbot],
|
| 80 |
+
outputs=[chatbot, msg]
|
| 81 |
+
)
|
| 82 |
+
|
| 83 |
+
msg.submit(
|
| 84 |
+
chatbot_interface,
|
| 85 |
+
inputs=[msg, chatbot],
|
| 86 |
+
outputs=[chatbot, msg]
|
| 87 |
+
)
|
| 88 |
+
|
| 89 |
+
clear_btn.click(
|
| 90 |
+
lambda: ([], ""),
|
| 91 |
+
inputs=[],
|
| 92 |
+
outputs=[chatbot, msg]
|
| 93 |
+
)
|
| 94 |
+
|
| 95 |
+
# Footer
|
| 96 |
+
gr.Markdown("---")
|
| 97 |
+
gr.Markdown("💡 Built with Gradio + LangChain + Groq")
|
| 98 |
+
|
| 99 |
+
return demo
|
| 100 |
+
|
| 101 |
+
if __name__ == "__main__":
|
| 102 |
+
# Create and launch the interface
|
| 103 |
+
demo = create_interface()
|
| 104 |
+
demo.launch(
|
| 105 |
+
share=True, # Creates public shareable link
|
| 106 |
+
server_name="127.0.0.1", # Use localhost instead of 0.0.0.0
|
| 107 |
+
server_port=7860,
|
| 108 |
+
show_error=True # Show detailed errors for debugging
|
| 109 |
+
)
|
requirements.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
langchain~= 0.3.26
|
| 2 |
+
langchain_groq~=0.3.6
|
| 3 |
+
langchain-core~=0.3.69
|
| 4 |
+
python-dotenv~=1.1.1
|
| 5 |
+
gradio~=5.38.0
|