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Update app.py
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app.py
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@@ -371,10 +371,51 @@ agent=initialize_agent(tools,llm,agent=AgentType.STRUCTURED_CHAT_ZERO_SHOT_REACT
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#agent = create_structured_chat_agent(llm, tools, prompt)
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#agent= AgentExecutor(agent=agent, tools=tools,memory=mem)
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# ββββββββββββββββββββββββββββββ
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# β
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# ββββββββββββββββββββββββββββββ
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def chat(message, history):
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try:
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response = agent.run(message)
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@@ -409,21 +450,55 @@ def chat(message, history):
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response = f"β οΈ μ€λ₯: {e}"
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history = history + [(message, response)]
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return history, history
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with gr.Blocks(theme=gr.themes.Soft(), title="PIXAL Assistant (LangChain + GitHub LLM)") as demo:
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gr.Markdown(""
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## π€ PIXAL Assistant
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**LangChain κΈ°λ° λ©ν°ν΄ μμ΄μ νΈ**
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π§° DuckDuckGo Β· Wikipedia Β· Math Β· Requests Β· Python REPL Β· File Β· Time
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""")
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chatbot = gr.Chatbot(label="PIXAL λν", height=600)
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msg = gr.Textbox(label="λ©μμ§", placeholder="λͺ
λ Ή λλ μ§λ¬Έμ μ
λ ₯νμΈμ...")
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clear = gr.Button("μ΄κΈ°ν")
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if __name__ == "__main__":
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#agent = create_structured_chat_agent(llm, tools, prompt)
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#agent= AgentExecutor(agent=agent, tools=tools,memory=mem)
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# ... (μμ LLM, tools, agent μ€μ λΆλΆμ λμΌ)
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import json
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# ββββββββββββββββββββββββββββββ
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# β
λν μμ½ ν¨μ
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# ββββββββββββββββββββββββββββββ
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def summarize_title(history):
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"""λν μ 체λ₯Ό μμ½ν΄ μ λͺ© μμ±"""
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if not history:
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return "μ λν"
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text = "\n".join(f"User: {h[0]}\nAI: {h[1]}" for h in history[-3:])
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try:
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title = llm._call(f"λ€μ λνλ₯Ό ν μ€ μμ½ μ λͺ©μΌλ‘ λ§λ€μ΄μ€:\n{text}")
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return title.strip().replace("\n", " ")[:50]
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except Exception:
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return "μμ½ μ€ν¨"
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# ββββββββββββββββββββββββββββββ
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# β
μ μ₯λ κΈ°λ‘ κ΄λ¦¬
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# ββββββββββββββββββββββββββββββ
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def save_conversation(username, history):
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os.makedirs("user_logs", exist_ok=True)
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if not history:
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return
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title = summarize_title(history)
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fname = f"user_logs/{username}_{datetime.datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
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with open(fname, "w", encoding="utf-8") as f:
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json.dump({"title": title, "history": history}, f, ensure_ascii=False, indent=2)
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def list_conversations(username):
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os.makedirs("user_logs", exist_ok=True)
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files = [f for f in os.listdir("user_logs") if f.startswith(username)]
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items = []
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for f in files:
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with open(os.path.join("user_logs", f), encoding="utf-8") as jf:
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data = json.load(jf)
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items.append((data.get("title", f), f))
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return items
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def load_conversation(file):
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with open(os.path.join("user_logs", file), encoding="utf-8") as jf:
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data = json.load(jf)
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return data["history"]
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def chat(message, history):
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try:
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response = agent.run(message)
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response = f"β οΈ μ€λ₯: {e}"
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history = history + [(message, response)]
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return history, history,""
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# ββββββββββββββββββββββββββββββ
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# β
Gradio UI
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# ββββββββββββββββββββββββββββββ
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def load_selected(file):
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return load_conversation(file)
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with gr.Blocks(theme=gr.themes.Soft(), title="PIXAL Assistant (LangChain + GitHub LLM)") as demo:
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gr.Markdown("## π€ PIXAL Assistant β LangChain κΈ°λ° λ©ν°ν΄ μμ΄μ νΈ")
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# Hugging Face λ‘κ·ΈμΈ
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login = gr.LoginButton()
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with gr.Row():
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with gr.Column(scale=2):
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chatbot = gr.Chatbot(label="PIXAL λν", height=600)
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msg = gr.Textbox(label="λ©μμ§", placeholder="μ
λ ₯ ν Enter λλ μ μ‘ ν΄λ¦")
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send = gr.Button("μ μ‘")
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clear = gr.Button("μ΄κΈ°ν")
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# hidden state
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username = gr.State("")
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msg.submit(chat, [msg, chatbot, username], [chatbot, chatbot, msg])
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send.click(chat, [msg, chatbot, username], [chatbot, chatbot, msg])
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clear.click(lambda: None, None, chatbot, queue=False)
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with gr.Column(scale=1):
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gr.Markdown("### πΎ μ μ₯λ λν κΈ°λ‘")
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convo_files = gr.Dropdown(label="λν μ ν", choices=[])
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refresh_btn = gr.Button("π λͺ©λ‘ μλ‘κ³ μΉ¨")
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load_btn = gr.Button("λΆλ¬μ€κΈ°")
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def refresh_list(user):
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return gr.Dropdown.update(choices=[x[0] for x in list_conversations(user)])
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refresh_btn.click(refresh_list, [username], convo_files)
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load_btn.click(lambda f: load_conversation(f), [convo_files], chatbot)
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# λ‘κ·ΈμΈ μ±κ³΅ μ μ¬μ©μλͺ
μ μ₯
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def on_login(user):
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return user.username, gr.Dropdown.update(choices=[x[0] for x in list_conversations(user.username)])
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login.login(on_login, outputs=[username, convo_files])
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860)
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# ββββββββββββββββββββββββββββββ
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# β
Gradio UI
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# ββββββββββββββοΏ½οΏ½οΏ½βββββββββββββββ
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