Ewan
Claude
commited on
Commit
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Add LangChain v1 chatbot with Groq API integration
Browse filesImplemented a public Gradio chat interface using LangChain v1 with Groq's GPT-OSS-20B model. The app includes message history support, public sharing, and requires no HuggingFace login for users.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- .gitignore +50 -0
- README.md +44 -12
- app.py +85 -0
- requirements.txt +5 -0
.gitignore
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# Environment variables
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.env
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.env.local
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.env.*.local
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# Python
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__pycache__/
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*.py[cod]
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*$py.class
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*.so
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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# Virtual environments
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venv/
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ENV/
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env/
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# IDE
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.vscode/
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.idea/
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*.swp
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*.swo
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*~
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# OS
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.DS_Store
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Thumbs.db
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# Gradio
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gradio_cached_examples/
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flagged/
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.gradio/
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# Claude Code
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.claude/
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README.md
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# LangChain Groq Chat Demo
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A simple chat interface using LangChain v1 with Groq's GPT-OSS-20B model and Gradio.
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## Setup
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1. Get a Groq API key from [console.groq.com](https://console.groq.com)
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2. Set your API key as an environment variable or create a `.env` file:
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```
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GROQ_API_KEY=your_groq_api_key_here
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```
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## Running Locally
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```bash
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pip install -r requirements.txt
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python app.py
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```
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The app will launch with:
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- A public shareable URL (valid for 72 hours)
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- Local access at `http://localhost:7860`
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- Network access at `http://0.0.0.0:7860`
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## Deploying to Hugging Face Spaces
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1. Create a new **Public** Space on Hugging Face (select "Public" visibility)
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2. Select "Gradio" as the SDK
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3. Upload these files to your Space: `app.py`, `requirements.txt`
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4. Add your `GROQ_API_KEY` in the Space settings under "Variables and secrets"
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5. The Space will automatically deploy and be publicly accessible without requiring login
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## Files
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- `app.py` - Main Gradio application with LangChain v1 integration
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- `requirements.txt` - Python dependencies (LangChain v1 compatible)
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- `README.md` - This file
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## Features
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- Uses OpenAI's GPT-OSS-20B model via Groq API (fast inference)
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- LangChain v1 with message history support
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- Public sharing enabled by default
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- No Hugging Face login required to use the app
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app.py
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import os
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import gradio as gr
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from langchain_groq import ChatGroq
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from langchain_core.messages import HumanMessage, AIMessage
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from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
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from langchain_core.runnables.history import RunnableWithMessageHistory
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from langchain_community.chat_message_histories import ChatMessageHistory
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from dotenv import load_dotenv
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load_dotenv()
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# Store for chat histories
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chat_histories = {}
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def get_session_history(session_id: str):
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if session_id not in chat_histories:
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chat_histories[session_id] = ChatMessageHistory()
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return chat_histories[session_id]
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def create_chain():
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groq_api_key = os.getenv("GROQ_API_KEY")
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if not groq_api_key:
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raise ValueError("GROQ_API_KEY environment variable is not set")
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llm = ChatGroq(
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model="openai/gpt-oss-20b",
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temperature=0.7,
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max_retries=2,
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)
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prompt = ChatPromptTemplate.from_messages([
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("system", "You are a helpful AI assistant. Be concise and helpful."),
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MessagesPlaceholder(variable_name="history"),
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("human", "{input}"),
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])
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chain = prompt | llm
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return RunnableWithMessageHistory(
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chain,
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get_session_history,
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input_messages_key="input",
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history_messages_key="history",
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)
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conversation_chain = create_chain()
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def chat(message, history):
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try:
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response = conversation_chain.invoke(
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{"input": message},
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config={"configurable": {"session_id": "default"}}
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)
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history.append([message, response.content])
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return "", history
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except Exception as e:
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error_msg = f"Error: {str(e)}"
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history.append([message, error_msg])
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return "", history
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with gr.Blocks(title="LangChain Groq Chat Demo") as demo:
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gr.Markdown("# LangChain + Groq Chat Demo")
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gr.Markdown("Chat with OpenAI's GPT-OSS-20B model using LangChain v1")
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chatbot = gr.Chatbot(height=400)
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msg = gr.Textbox(
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placeholder="Type your message here...",
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label="Message",
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scale=4
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)
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with gr.Row():
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submit = gr.Button("Send", variant="primary")
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clear = gr.Button("Clear")
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msg.submit(chat, [msg, chatbot], [msg, chatbot])
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submit.click(chat, [msg, chatbot], [msg, chatbot])
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clear.click(lambda: ([], ""), outputs=[chatbot, msg])
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if __name__ == "__main__":
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demo.launch(
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share=True, # Creates a public URL that anyone can access
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server_name="0.0.0.0", # Makes it accessible on network
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server_port=7860 # Standard port for Gradio apps
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)
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requirements.txt
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langchain==1.0.8
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langchain-community==0.4.1
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langchain-groq==1.0.1
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gradio>=4.44.1
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python-dotenv==1.0.0
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