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Update app.py
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app.py
CHANGED
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@@ -8,7 +8,7 @@ from google.genai import types
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MODEL_NAME = "gemini-2.5-flash"
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embedder = SentenceTransformer("sentence-transformers/all-MiniLM-L6-v2")
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# β
Load knowledge base from file (
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with open("knowledge.txt", "r", encoding="utf-8") as f:
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raw_text = f.read()
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@@ -39,7 +39,6 @@ If the answer is not in the context, reply:
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"""
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USER_TEMPLATE = """Client asked:
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{question}
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Relevant chat context:
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{context}
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"""
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@@ -54,7 +53,7 @@ def retrieve(query, top_k=3):
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results.append(meta[i]["chunk"])
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return results
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# β
Call Gemini
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def call_gemini(api_key, system_prompt, user_prompt):
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try:
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client = genai.Client(api_key=api_key)
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@@ -80,24 +79,32 @@ def answer_question(api_key, question, top_k=3):
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user_prompt = USER_TEMPLATE.format(question=question, context=context)
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return call_gemini(api_key, SYSTEM_TEMPLATE, user_prompt)
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# β
Gradio
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def chatbot_fn(message, history, api_key):
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reply = answer_question(api_key, message)
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return reply
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with gr.Blocks() as demo:
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gr.Markdown("## π€ Arduino Fiverr Chatbot (Gemini Powered)")
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type="password",
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)
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gr.ChatInterface(
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fn=lambda message, history: chatbot_fn(message, history, api_key_box.value),
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title="Arduino Client Assistant"
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)
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demo.launch()
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MODEL_NAME = "gemini-2.5-flash"
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embedder = SentenceTransformer("sentence-transformers/all-MiniLM-L6-v2")
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# β
Load knowledge base from file (put your content inside knowledge.txt in repo)
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with open("knowledge.txt", "r", encoding="utf-8") as f:
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raw_text = f.read()
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"""
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USER_TEMPLATE = """Client asked:
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{question}
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Relevant chat context:
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{context}
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"""
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results.append(meta[i]["chunk"])
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return results
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# β
Call Gemini
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def call_gemini(api_key, system_prompt, user_prompt):
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try:
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client = genai.Client(api_key=api_key)
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user_prompt = USER_TEMPLATE.format(question=question, context=context)
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return call_gemini(api_key, SYSTEM_TEMPLATE, user_prompt)
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# β
Gradio App
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with gr.Blocks() as demo:
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gr.Markdown("## π€ Arduino Fiverr Chatbot (Gemini Powered)")
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api_key_box = gr.Textbox(
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label="π Enter your Gemini API Key",
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placeholder="Paste your Gemini API key here...",
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type="password",
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)
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chatbot = gr.Chatbot()
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msg = gr.Textbox(placeholder="Ask your Arduino client question here...")
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state = gr.State("")
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def save_key(api_key):
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return api_key, "β
API Key saved! You can now ask questions."
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def chatbot_fn(message, history, api_key):
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reply = answer_question(api_key, message)
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history.append((message, reply))
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return history, ""
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# Save API key
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api_key_box.change(save_key, inputs=[api_key_box], outputs=[state, chatbot])
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# Chat flow
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msg.submit(chatbot_fn, inputs=[msg, chatbot, state], outputs=[chatbot, msg])
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demo.launch()
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