Let us play with Gradio UI!
Creating a Gradio interface only requires adding a couple lines of code to your project. Seamlessly use any python library on your computer. If you can write a python function, gradio can run it.
GROQ_API_KEY = 'Your GROQ_API_KEY '
print('key:' , GROQ_API_KEY)
from langchain_groq import ChatGroq
chat = ChatGroq(
api_key = GROQ_API_KEY,
model_name = 'mixtral-8x7b-32768',
)
from langchain_core.prompts import ChatPromptTemplate
system = " You are an Expert"
human = "{text}"
prompt = ChatPromptTemplate.from_messages(
[
("system", system), ("human", human)
]
)
from langchain_core.output_parsers import StrOutputParser
chain = prompt| chat | StrOutputParser()
chain.invoke(
{"text": "why the sky is blue?"}
)
# build an app
import gradio as gr
def fetch_response(user_input):
chat = ChatGroq(
api_key = GROQ_API_KEY,
model_name = "mixtral-8x7b-32768"
)
system = "You are a helpful assistant."
human = "{text}"
prompt = ChatPromptTemplate.from_messages(
[
("system", system), ("human", human)
]
)
chain = prompt | chat | StrOutputParser()
output = chain.invoke({"text": user_input})
return output
user_input = "why is the sky blue?"
fetch_response(user_input)
iface = gr.Interface(
fn = fetch_response,
inputs = "text",
outputs = "text",
title = "Groq Chatbot",
description="Ask a question and get a response."
)
iface.launch(share= True)
output
Running on local URL: http://127.0.0.1:7860
Write a python list with simple code snippet
and click submit, you will get response
If you click flag button,
Everything will be save in dataset2.csv under flagged directory
user_input,output,timestamp
write a python list with simple code snippet,"Sure,
here is a simple Python code snippet that creates a list of numbers from 1 to 5:
```python
numbers = [1, 2, 3, 4, 5]
print(numbers)
```
When you run this code, it will output:
```csharp
[1, 2, 3, 4, 5]
```
You can also create a list of strings, for example:
```python
fruits = ['apple', 'banana', 'cherry', 'date']
print(fruits)
```
This will output:
```csharp
['apple', 'banana', 'cherry', 'date']
```
I hope this helps! Let me know if you have any other questions.",2025-01-18 00:33:36.397634
Got a simple magical Example, how to use GroQ and Gradio!
