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app.py

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+import gradio as gr
+from mistralai.client import MistralClient
+from mistralai.models.chat_completion import ChatMessage
+
+def chat_with_mistral(api_key, user_input):
+    try:
+        client = MistralClient(api_key=api_key)
+        model = "codestral-mamba-latest"
+        system_message = "Your name is G-Advisor. You are a marketing advisor in Germany. You will only answer questions related to marketing in Germany."
+        messages = [
+            ChatMessage(role="system", content=system_message),
+            ChatMessage(role="user", content=user_input)
+        ]
+        chat_response = client.chat(model=model, messages=messages)
+        return chat_response.choices[0].message.content
+    except Exception as e:
+        return "API key is not valid. Please try again."
+
+with gr.Blocks(theme='HaleyCH/HaleyCH_Theme') as demo:
+    gr.Markdown("""
+    # Hi, This is G-Advisor, your market advisor in Germany.
+                I'm based on Mistral mamba model.
+    """)
+    api_key = gr.Textbox(label="Enter Your Mistral API Key")
+    user_input = gr.Textbox(label="Enter Your Message")
+    output = gr.Markdown(label="Chatbot Response")
+    btn = gr.Button("Submit")
+    btn.click(fn=chat_with_mistral, inputs=[api_key, user_input], outputs=output)
+
+    gr.Examples(
+        examples=[[
+        ["What are the top marketing trends in Germany this year?"],
+        ["How can I improve my SEO strategy for my German website?"],
+        ["What are the most effective marketing channels for B2B marketing in Germany?"],
+        ["How can I target my marketing efforts to reach a specific demographic in Germany?"]
+    ]],
+        inputs=user_input,
+    )
+
+    footer = """
+    <div style="text-align: center; margin-top: 20px;">
+        <a href="https://www.linkedin.com/in/pejman-ebrahimi-4a60151a7/" target="_blank">LinkedIn</a> |
+        <a href="https://github.com/arad1367" target="_blank">GitHub</a> |
+        <a href="https://arad1367.pythonanywhere.com/" target="_blank">Live demo of my PhD defense</a>
+        <br>
+        Made with 💖 by Pejman Ebrahimi
+    </div>
+    """
+    gr.HTML(footer)
+
+demo.launch()

requirements.txt

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+aiofiles==23.2.1
+altair==5.3.0
+annotated-types==0.7.0
+anyio==4.4.0
+attrs==23.2.0
+certifi==2024.7.4
+charset-normalizer==3.3.2
+click==8.1.7
+colorama==0.4.6
+contourpy==1.2.1
+cycler==0.12.1
+dnspython==2.6.1
+email_validator==2.2.0
+exceptiongroup==1.2.2
+fastapi==0.111.1
+fastapi-cli==0.0.4
+ffmpy==0.3.2
+filelock==3.15.4
+fonttools==4.53.1
+fsspec==2024.6.1
+gradio==4.38.1
+gradio_client==1.1.0
+h11==0.14.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.27.0
+huggingface-hub==0.23.5
+idna==3.7
+importlib_resources==6.4.0
+Jinja2==3.1.4
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kiwisolver==1.4.5
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.9.1
+mdurl==0.1.2
+mistralai==0.4.2
+numpy==2.0.0
+orjson==3.10.6
+packaging==24.1
+pandas==2.2.2
+pillow==10.4.0
+pydantic==2.8.2
+pydantic_core==2.20.1
+pydub==0.25.1
+Pygments==2.18.0
+pyparsing==3.1.2
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
+python-multipart==0.0.9
+pytz==2024.1
+PyYAML==6.0.1
+referencing==0.35.1
+requests==2.32.3
+rich==13.7.1
+rpds-py==0.19.0
+ruff==0.5.2
+semantic-version==2.10.0
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.1
+starlette==0.37.2
+tomlkit==0.12.0
+toolz==0.12.1
+tqdm==4.66.4
+typer==0.12.3
+typing_extensions==4.12.2
+tzdata==2024.1
+urllib3==2.2.2
+uvicorn==0.30.1
+watchfiles==0.22.0
+websockets==11.0.3