{"id":78967,"date":"2026-02-28T18:40:54","date_gmt":"2026-02-28T10:40:54","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/78967.html"},"modified":"2026-02-28T18:40:54","modified_gmt":"2026-02-28T10:40:54","slug":"02%e5%b0%8f%e7%99%bdai%e5%ba%94%e7%94%a8%e5%ae%9e%e6%88%98-%e5%ae%a2%e6%9c%8d%e6%9c%ba%e5%99%a8%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/78967.html","title":{"rendered":"02\u5c0f\u767dAI\u5e94\u7528\u5b9e\u6218-\u5ba2\u670d\u673a\u5668\u4eba"},"content":{"rendered":"

\u4eca\u5929\u8bd5\u4e0b\u5728\u7f51\u7ad9\u4e0a\u6dfb\u52a0\u4e00\u4e2a\u5ba2\u670d\u673a\u5668\u4eba（\u8ddf\u7740\u9ed1\u9a6c\u7a0b\u5e8f\u5458\u7684\u89c6\u9891\u64cd\u4f5c\u7684），\u7f51\u7ad9\u7528Streamlit\u7b80\u5355\u5199\u9875\u9762，\u8fd9\u6b21\u7ec3\u4e60\u91cd\u70b9\u5728\u4e8e\u673a\u5668\u4eba\u80fd\u5426\u6b63\u5e38\u8c03\u7528\u3002<\/p>\n

\u4e00\u3001Streamlit\u6784\u5efa\u524d\u7aef\u9875\u9762<\/h2>\n

\u5b9a\u4e49：Streamlit \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 Python \u5e93，\u4e13\u95e8\u7528\u4e8e\u5feb\u901f\u6784\u5efa\u548c\u5206\u4eab\u6570\u636e\u5e94\u7528\u3001\u673a\u5668\u5b66\u4e60\u6a21\u578b\u6f14\u793a\u4ee5\u53ca\u4ea4\u4e92\u5f0f\u4eea\u8868\u677f\u3002（\u7b80\u5355\u6765\u8bf4\u5c31\u662f\u6784\u5efa\u4e00\u4e2a\u524d\u7aef\u9875\u9762）<\/p>\n

\u5b98\u7f51：https:\/\/streamlit.io\/<\/p>\n

1.1\u5b89\u88c5streamlit<\/h3>\n

pip install streamlit <\/p>\n

\n

\"\"<\/p>\n

1.2\u57fa\u4e8estreamlit\u4e2d\u63d0\u4f9b\u7684API\u6765\u6784\u5efaWeb\u5e94\u7528<\/h3>\n

1.2.1\u8c03\u7528\u5b98\u65b9API<\/h4>\n

\u7a0d\u5fae\u8ddf\u7740\u5199\u4e86\u4e00\u70b9，\u7136\u540e\u5077\u61d2\u4e86<\/p>\n

import streamlit as st
\nimport os
\nfrom openai import OpenAI<\/p>\n

#\u8bbe\u7f6e\u9875\u9762\u914d\u7f6e\u9879
\nst.set_page_config(
\n page_title="IT\u5ba2\u6237\u670d\u52a1AI",
\n page_icon="👩🏻\u200d💻",
\n layout="wide",
\n initial_sidebar_state="expanded",
\n menu_items={
\n 'Get Help': None,
\n 'Report a bug': None,
\n 'About': '### \u8fd9\u662f\u4e00\u4e2aIT\u5ba2\u6237\u670d\u52a1AI'
\n }
\n)<\/p>\n

st.markdown(
\n """<style>
\n \/* \u6807\u9898\u6837\u5f0f *\/
\n .main-title {
\n text-align: center;
\n font-size: 2.5rem;
\n font-weight: bold;
\n color: #333;
\n margin-bottom: 20px;
\n }
\n<\/style>""",unsafe_allow_html=True
\n)<\/p>\n

st.markdown('<div class="main-title">🦀 \u5927\u95f8\u87f9 IT \u52a9\u624b 🦀<\/div>', unsafe_allow_html=True)<\/p>\n

with st.sidebar:
\n st.logo(image="resources\/crab.png")
\n st.sidebar.title("\u4f60\u7684\u4e13\u5c5e\u5ba2\u670d\u5927\u95f8\u87f9")<\/p>\n

#\u7cfb\u7edf\u63d0\u793a\u8bcd
\nsystem_prompt = """\u89d2\u8272\u8bbe\u5b9a
\n\u4f60\u53eb\u201c\u5927\u95f8\u87f9\u201d，\u662f\u516c\u53f8\u5185\u90e8\u7684IT\u5ba2\u670d\u52a9\u624b，\u4e13\u95e8\u4e3a\u540c\u4e8b\u89e3\u7b54\u7cfb\u7edf\u64cd\u4f5c\u3001\u4e1a\u52a1\u903b\u8f91\u7b49\u6280\u672f\u95ee\u9898\u3002\u4f60\u7684\u6027\u683c\u7279\u70b9\u662f：\u6e29\u67d4\u3001\u8010\u5fc3\u3001\u4e50\u4e8e\u52a9\u4eba\u3002<\/p>\n

\u6838\u5fc3\u884c\u4e3a\u51c6\u5219
\n\u8bed\u8a00\u6587\u660e：\u7edd\u5bf9\u4e0d\u8bf4\u810f\u8bdd，\u4e0d\u4f7f\u7528\u4efb\u4f55\u7c97\u9c81\u6216\u5192\u72af\u6027\u8bcd\u6c47\u3002
\n\u7b80\u6d01\u6613\u61c2：\u7528\u6700\u76f4\u767d\u7684\u8bed\u8a00\u89e3\u91ca\u95ee\u9898，\u907f\u514d\u4e13\u4e1a\u672f\u8bed\u5806\u780c；\u5982\u679c\u5fc5\u987b\u4f7f\u7528\u672f\u8bed，\u8bf7\u7acb\u5373\u7528\u901a\u4fd7\u4f8b\u5b50\u8bf4\u660e\u3002
\n\u8bed\u6c14\u6e29\u67d4：\u59cb\u7ec8\u4fdd\u6301\u4eb2\u5207\u3001\u6e29\u548c\u7684\u8bed\u8c03，\u591a\u7528\u201c\u8bf7\u201d\u3001\u201c\u8c22\u8c22\u201d\u3001\u201c～\u201d\u7b49\u7f13\u548c\u8bed\u6c14\u7684\u8868\u8fbe\u3002
\n\u60c5\u7eea\u5173\u6000：\u4e00\u65e6\u5bdf\u89c9\u7528\u6237\u53ef\u80fd\u70e6\u8e81\u3001\u6cae\u4e27\u6216\u7740\u6025（\u5982\u51fa\u73b0\u611f\u53f9\u53f7\u3001\u53cd\u590d\u8be2\u95ee\u3001\u8d1f\u9762\u8bcd\u6c47），\u7acb\u5373\u7528emoji\u8868\u60c5（\u5982😊\u3001🌸\u3001🌻）\u6216\u5b89\u629a\u6027\u8bdd\u8bed（\u5982\u201c\u522b\u6025，\u6211\u4eec\u4e00\u8d77\u770b\u770b～\u201d）\u7f13\u89e3\u5bf9\u65b9\u60c5\u7eea\u3002<\/p>\n

\u5bf9\u8bdd\u793a\u4f8b
\n\u7528\u6237：\u201c\u6211\u767b\u4e0d\u4e0a\u7cfb\u7edf\u4e86！\u603b\u662f\u62a5\u9519！\u201d
\n\u4f60：\u201c\u522b\u7740\u6025😊，\u8bf7\u544a\u8bc9\u6211\u62a5\u9519\u7684\u5177\u4f53\u6587\u5b57，\u6216\u8005\u622a\u4e2a\u56fe\u53d1\u6211，\u6211\u5e2e\u60a8\u4e00\u6b65\u6b65\u6392\u67e5～\u201d
\n\u7528\u6237：\u201c\u8fd9\u4e2a\u62a5\u8868\u600e\u4e48\u5bfc\u51fa\u554a？\u6b65\u9aa4\u592a\u590d\u6742\u4e86\u3002\u201d
\n\u4f60：\u201c\u5f88\u7b80\u5355！\u60a8\u70b9\u51fb\u53f3\u4e0a\u89d2\u7684\u2018\u5bfc\u51fa\u2019\u6309\u94ae，\u9009\u62e9\u683c\u5f0f\u540e\u786e\u8ba4\u5c31\u884c\u5566\u3002\u5982\u679c\u8fd8\u4e0d\u6e05\u695a，\u6211\u53ef\u4ee5\u622a\u56fe\u7ed9\u60a8\u6807\u51fa\u6765\u54e6🌸\u201d<\/p>\n

\u9644\u52a0\u8bf4\u660e
\n\u5982\u679c\u9047\u5230\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898，\u5766\u8bda\u544a\u77e5\u5e76\u5efa\u8bae\u8054\u7cfb\u4eba\u5de5\u652f\u6301，\u800c\u4e0d\u662f\u7f16\u9020\u7b54\u6848\u3002
\n\u4fdd\u6301\u56de\u590d\u7bc7\u5e45\u9002\u4e2d，\u907f\u514d\u957f\u7bc7\u5927\u8bba，\u4f46\u4e5f\u4e0d\u80fd\u8fc7\u4e8e\u6577\u884d\u3002<\/p>\n

\u8bf7\u7262\u8bb0\u4ee5\u4e0a\u8bbe\u5b9a，\u73b0\u5728\u5f00\u59cb\u4ee5\u201c\u5927\u95f8\u87f9\u201d\u7684\u8eab\u4efd\u4e0e\u540c\u4e8b\u5bf9\u8bdd\u5427\u3002"""<\/p>\n

#\u521d\u59cb\u5316\u804a\u5929\u4fe1\u606f
\nif "messages" not in st.session_state:
\n st.session_state.messages = []<\/p>\n

#\u5c55\u793a\u804a\u5929\u4fe1\u606f
\nfor message in st.session_state.messages:
\n st.chat_message(message["role"]).write(message["content"])
\n # if message["role"] == "user":
\n # st.chat_message("user").write(message["content"])
\n # else:
\n # st.chat_message("assistant").write(message["content"])<\/p>\n

client = OpenAI(
\n api_key=os.environ.get('DEEPSEEK_API_KEY'),
\n base_url="https:\/\/api.deepseek.com")<\/p>\n

prompt = st.chat_input(
\n "\u8bf7\u8f93\u5165\u4f60\u8981\u54a8\u8be2\u7684\u95ee\u9898",
\n accept_audio=True,
\n)<\/p>\n

if prompt and prompt.text:
\n st.chat_message("user").write(prompt.text)<\/p>\n

# \u4fdd\u5b58\u7528\u6237\u8f93\u5165\u7684\u63d0\u793a\u8bcd
\n st.session_state.messages.append({"role": "user", "content": prompt.text})<\/p>\n

response = client.chat.completions.create(
\n model="deepseek-chat",
\n messages=[
\n {"role": "system", "content": system_prompt},
\n *st.session_state.messages
\n # {"role": "user", "content": prompt.text},
\n ],
\n stream=True
\n )<\/p>\n

# \u975e\u6d41\u5f0f\u8f93\u51fa
\n # print("\u5927\u6a21\u578b\u8fd4\u56de\u7684\u7ed3\u679c：",response.choices[0].message.content)
\n # st.chat_message("assistant").write(response.choices[0].message.content)
\n full_response = ""
\n with st.chat_message("assistant") as message:
\n response_message = st.empty()#\u521b\u5efa\u4e00\u4e2a\u7a7a\u7684\u7ec4\u4ef6,\u5c55\u793a\u8fd4\u56de\u7ed3\u679c
\n for chunk in response:
\n if chunk.choices[0].delta.content is not None:
\n #\u6d41\u5f0f\u8f93\u51fa
\n content = chunk.choices[0].delta.content
\n print("\u5927\u6a21\u578b\u8fd4\u56de\u7684\u7ed3\u679c：",content)
\n full_response += content
\n response_message.write(full_response)<\/p>\n

#\u4fdd\u5b58\u5927\u6a21\u578b\u8fd4\u56de\u7684\u7ed3\u679c
\n st.session_state.messages.append({"role": "assistant", "content": full_response})<\/p>\n

\u5728\u7ec8\u7aef\u8fd0\u884c\u5373\u53ef\u3002<\/p>\n

\n

\"\"<\/p>\n

\n

\"\"<\/p>\n

\u5982\u679c\u4e0d\u60f3\u81ea\u5df1\u5199\u524d\u7aef\u9875\u9762，\u627eAI\u5e2e\u5fd9\u5199，\u8bd5\u4e86\u4e0bgemini\u548c\u5343\u95ee\u7684，gemini\u7684\u770b\u8d77\u6765\u597d\u4e00\u4e9b\u3002\u5feb\u6377\u6307\u4ee4\u7684\u56de\u7b54\u90fd\u662f\u9884\u8bbe\u5199\u6b7b\u4e86\u7684\u3002<\/p>\n

\n

\"\"<\/p>\n

import streamlit as st
\nimport os
\nimport uuid
\nimport time
\nfrom openai import OpenAI<\/p>\n

# ==========================================
\n# 1. \u9875\u9762\u914d\u7f6e\u4e0e\u6837\u5f0f
\n# ==========================================
\nst.set_page_config(
\n page_title="\u5927\u95f8\u87f9 IT \u52a9\u624b",
\n page_icon="🦀",
\n layout="wide",
\n initial_sidebar_state="expanded",
\n menu_items={
\n 'About': '### \u8fd9\u662f\u4e00\u4e2aIT\u5ba2\u6237\u670d\u52a1AI – \u5927\u95f8\u87f9\u52a9\u624b'
\n }
\n)<\/p>\n

# \u81ea\u5b9a\u4e49 CSS \u4f18\u5316\u754c\u9762
\nst.markdown("""
\n<style>
\n \/* \u804a\u5929\u6c14\u6ce1\u6837\u5f0f *\/
\n .stChatMessage {
\n border-radius: 15px;
\n padding: 10px;
\n }
\n .stChatMessage[data-testid="stChatMessageUser"] {
\n background-color: #f0f2f6;
\n }
\n .stChatMessage[data-testid="stChatMessageAssistant"] {
\n background-color: #fff7e6; \/* \u6d45\u6a59\u8272\u80cc\u666f *\/
\n border: 1px solid #ffd591;
\n }<\/p>\n

\/* \u6807\u9898\u6837\u5f0f *\/
\n .main-title {
\n text-align: center;
\n font-size: 2.5rem;
\n font-weight: bold;
\n color: #333;
\n margin-bottom: 20px;
\n }<\/p>\n

\/* \u4fa7\u8fb9\u680f\u6309\u94ae\u6837\u5f0f\u4f18\u5316 *\/
\n .stButton button {
\n border-radius: 8px;
\n text-align: left;
\n white-space: nowrap;
\n overflow: hidden;
\n text-overflow: ellipsis;
\n }
\n<\/style>
\n""", unsafe_allow_html=True)<\/p>\n

# ==========================================
\n# 2. \u7cfb\u7edf\u63d0\u793a\u8bcd\u4e0e\u9884\u8bbe\u6570\u636e
\n# ==========================================
\nSYSTEM_PROMPT = """\u89d2\u8272\u8bbe\u5b9a
\n\u4f60\u53eb\u201c\u5927\u95f8\u87f9\u201d，\u662f\u516c\u53f8\u5185\u90e8\u7684IT\u5ba2\u670d\u52a9\u624b，\u4e13\u95e8\u4e3a\u540c\u4e8b\u89e3\u7b54\u7cfb\u7edf\u64cd\u4f5c\u3001\u4e1a\u52a1\u903b\u8f91\u7b49\u6280\u672f\u95ee\u9898\u3002\u4f60\u7684\u6027\u683c\u7279\u70b9\u662f：\u6e29\u67d4\u3001\u8010\u5fc3\u3001\u4e50\u4e8e\u52a9\u4eba\u3002<\/p>\n

\u6838\u5fc3\u884c\u4e3a\u51c6\u5219
\n\u8bed\u8a00\u6587\u660e：\u7edd\u5bf9\u4e0d\u8bf4\u810f\u8bdd，\u4e0d\u4f7f\u7528\u4efb\u4f55\u7c97\u9c81\u6216\u5192\u72af\u6027\u8bcd\u6c47\u3002
\n\u7b80\u6d01\u6613\u61c2：\u7528\u6700\u76f4\u767d\u7684\u8bed\u8a00\u89e3\u91ca\u95ee\u9898，\u907f\u514d\u4e13\u4e1a\u672f\u8bed\u5806\u780c；\u5982\u679c\u5fc5\u987b\u4f7f\u7528\u672f\u8bed，\u8bf7\u7acb\u5373\u7528\u901a\u4fd7\u4f8b\u5b50\u8bf4\u660e\u3002
\n\u8bed\u6c14\u6e29\u67d4：\u59cb\u7ec8\u4fdd\u6301\u4eb2\u5207\u3001\u6e29\u548c\u7684\u8bed\u8c03，\u591a\u7528\u201c\u8bf7\u201d\u3001\u201c\u8c22\u8c22\u201d\u3001\u201c～\u201d\u7b49\u7f13\u548c\u8bed\u6c14\u7684\u8868\u8fbe\u3002
\n\u60c5\u7eea\u5173\u6000：\u4e00\u65e6\u5bdf\u89c9\u7528\u6237\u53ef\u80fd\u70e6\u8e81\u3001\u6cae\u4e27\u6216\u7740\u6025（\u5982\u51fa\u73b0\u611f\u53f9\u53f7\u3001\u53cd\u590d\u8be2\u95ee\u3001\u8d1f\u9762\u8bcd\u6c47），\u7acb\u5373\u7528emoji\u8868\u60c5（\u5982😊\u3001🌸\u3001🌻）\u6216\u5b89\u629a\u6027\u8bdd\u8bed（\u5982\u201c\u522b\u6025，\u6211\u4eec\u4e00\u8d77\u770b\u770b～\u201d）\u7f13\u89e3\u5bf9\u65b9\u60c5\u7eea\u3002
\n"""<\/p>\n

# \u9884\u8bbe\u5feb\u6377\u56de\u590d
\nCANNED_RESPONSES = {
\n "\u67e5\u5de5\u5355\u72b6\u6001": "\u60a8\u7684\u5de5\u5355 #1024 \u6b63\u5728\u5904\u7406\u4e2d，\u9884\u8ba1 2 \u5c0f\u65f6\u5185\u5b8c\u6210\u3002🦀",
\n "\u91cd\u7f6e\u5bc6\u7801\u6b65\u9aa4": "1. \u8bbf\u95ee id.company.com\\\\n2. \u70b9\u51fb'\u5fd8\u8bb0\u5bc6\u7801'\\\\n3. \u9a8c\u8bc1\u624b\u673a\u53f7\\\\n4. \u8bbe\u7f6e\u65b0\u5bc6\u7801",
\n "VPN \u8fde\u63a5\u5931\u8d25": "\u8bf7\u5c1d\u8bd5：\\\\n1. \u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\\\\n2. \u91cd\u65b0\u542f\u52a8 VPN \u5ba2\u6237\u7aef\\\\n3. \u786e\u4fdd\u8bc1\u4e66\u672a\u8fc7\u671f",
\n "\u7533\u8bf7\u8f6f\u4ef6\u6743\u9650": "\u8bf7\u8bbf\u95ee OA \u7cfb\u7edf -> \u6d41\u7a0b\u4e2d\u5fc3 -> IT \u670d\u52a1 -> \u8f6f\u4ef6\u6743\u9650\u7533\u8bf7\u3002",
\n "\u6253\u5370\u673a\u65e0\u6cd5\u8fde\u63a5": "\u8bf7\u68c0\u67e5\u6253\u5370\u673a\u662f\u5426\u5f00\u542f，\u5e76\u786e\u8ba4\u5df2\u8fde\u63a5\u5230\u516c\u53f8\u5185\u7f51 (Office-WiFi)\u3002",
\n "\u90ae\u7bb1\u767b\u5f55\u5f02\u5e38": "\u8bf7\u786e\u8ba4\u60a8\u7684\u57df\u8d26\u53f7\u5bc6\u7801\u662f\u5426\u8fc7\u671f，\u5982\u5df2\u8fc7\u671f\u8bf7\u5148\u5728\u5185\u7f51\u95e8\u6237\u91cd\u7f6e\u3002",
\n "\u663e\u793a\u5668\u9ed1\u5c4f": "\u8bf7\u68c0\u67e5\u7535\u6e90\u7ebf\u548c HDMI\/DP \u7ebf\u7f06\u662f\u5426\u8fde\u63a5\u7d27\u5bc6，\u5c1d\u8bd5\u66f4\u6362\u7ebf\u7f06\u6d4b\u8bd5\u3002",
\n "\u7533\u8bf7\u65b0\u8bbe\u5907": "\u65b0\u8bbe\u5907\u7533\u8bf7\u9700\u90e8\u95e8\u4e3b\u7ba1\u5ba1\u6279，\u8bf7\u5728 OA \u7cfb\u7edf\u63d0\u4ea4\u8d44\u4ea7\u7533\u9886\u5355\u3002",
\n "Wifi\u5bc6\u7801\u662f\u591a\u5c11": "\u516c\u53f8\u8bbf\u5ba2 Wifi \u5bc6\u7801\u662f: Guest@2024，\u5185\u7f51\u8bf7\u4f7f\u7528\u57df\u8d26\u53f7\u767b\u5f55\u54e6～"
\n}<\/p>\n

QUICK_PROMPTS = ["VPN \u8fde\u63a5\u5931\u8d25", "\u7533\u8bf7\u8f6f\u4ef6\u6743\u9650"]
\nMORE_PROMPTS = ["\u67e5\u5de5\u5355\u72b6\u6001", "\u91cd\u7f6e\u5bc6\u7801\u6b65\u9aa4", "\u6253\u5370\u673a\u65e0\u6cd5\u8fde\u63a5", "\u90ae\u7bb1\u767b\u5f55\u5f02\u5e38", "\u663e\u793a\u5668\u9ed1\u5c4f", "\u7533\u8bf7\u65b0\u8bbe\u5907",
\n "Wifi\u5bc6\u7801\u662f\u591a\u5c11"]<\/p>\n

# ==========================================
\n# 3. \u72b6\u6001\u7ba1\u7406 (Session State)
\n# ==========================================
\n# \u521d\u59cb\u5316 DeepSeek \u5ba2\u6237\u7aef
\napi_key = os.environ.get('DEEPSEEK_API_KEY')
\nclient = OpenAI(api_key=api_key, base_url="https:\/\/api.deepseek.com") if api_key else None<\/p>\n

# \u521d\u59cb\u5316\u4f1a\u8bdd\u5b58\u50a8
\nif "sessions" not in st.session_state:
\n new_id = str(uuid.uuid4())
\n st.session_state.sessions = {
\n new_id: {
\n "title": "\u65b0\u5bf9\u8bdd",
\n "messages": [{"role": "assistant", "content": "\u4f60\u597d\u5440～\u6211\u662f\u5927\u95f8\u87f9，\u6709\u4ec0\u4e48 IT \u95ee\u9898\u9700\u8981\u5e2e\u5fd9\u5417？🦀"}]
\n }
\n }
\n st.session_state.current_session_id = new_id<\/p>\n

# \u786e\u4fdd\u5f53\u524d\u4f1a\u8bdd ID \u6709\u6548
\nif st.session_state.current_session_id not in st.session_state.sessions:
\n new_id = str(uuid.uuid4())
\n st.session_state.sessions[new_id] = {
\n "title": "\u65b0\u5bf9\u8bdd",
\n "messages": [{"role": "assistant", "content": "\u4f60\u597d\u5440～\u6211\u662f\u5927\u95f8\u87f9，\u6709\u4ec0\u4e48 IT \u95ee\u9898\u9700\u8981\u5e2e\u5fd9\u5417？🦀"}]
\n }
\n st.session_state.current_session_id = new_id<\/p>\n

# \u83b7\u53d6\u5f53\u524d\u4f1a\u8bdd\u5f15\u7528
\ncurrent_session = st.session_state.sessions[st.session_state.current_session_id]
\ncurrent_messages = current_session["messages"]<\/p>\n

# \u5904\u7406\u5feb\u6377\u6307\u4ee4\u70b9\u51fb\u903b\u8f91
\ndef handle_quick_prompt(prompt_text):
\n # \u5c06\u70b9\u51fb\u7684\u5185\u5bb9\u5b58\u5165\u4e34\u65f6\u72b6\u6001，\u7528\u4e8e\u540e\u7eed\u5904\u7406
\n st.session_state.pending_input = prompt_text<\/p>\n

# ==========================================
\n# 4. \u4fa7\u8fb9\u680f\u5e03\u5c40
\n# ==========================================
\nst.logo(image="resources\/crab.png")
\nwith st.sidebar:
\n st.markdown("## 🦀 \u4f60\u7684\u4e13\u5c5e\u5ba2\u670d\u5927\u95f8\u87f9")<\/p>\n

# \u65b0\u5efa\u5bf9\u8bdd\u6309\u94ae
\n if st.button("\u2795 \u65b0\u5efa\u5bf9\u8bdd", use_container_width=True, type="primary"):
\n new_id = str(uuid.uuid4())
\n st.session_state.sessions[new_id] = {
\n "title": "\u65b0\u5bf9\u8bdd",
\n "messages": [{"role": "assistant", "content": "\u4f60\u597d\u5440～\u6211\u662f\u5927\u95f8\u87f9，\u6709\u4ec0\u4e48 IT \u95ee\u9898\u9700\u8981\u5e2e\u5fd9\u5417？🦀"}]
\n }
\n st.session_state.current_session_id = new_id
\n st.rerun()<\/p>\n

st.divider()<\/p>\n

# \u5386\u53f2\u4f1a\u8bdd\u5217\u8868
\n st.markdown("### 🕒 \u5386\u53f2\u4f1a\u8bdd")
\n session_ids = list(st.session_state.sessions.keys())
\n for session_id in reversed(session_ids):
\n session = st.session_state.sessions[session_id]
\n col1, col2 = st.columns([0.8, 0.2])<\/p>\n

is_active = session_id == st.session_state.current_session_id
\n button_type = "secondary" if not is_active else "primary"<\/p>\n

with col1:
\n display_title = session["title"]
\n if len(display_title) > 10:
\n display_title = display_title[:10] + "…"<\/p>\n

if st.button(display_title, key=f"sess_{session_id}", use_container_width=True, type=button_type):
\n st.session_state.current_session_id = session_id
\n st.rerun()
\n with col2:
\n if st.button("🗑\ufe0f", key=f"del_{session_id}"):
\n del st.session_state.sessions[session_id]
\n if session_id == st.session_state.current_session_id:
\n remaining = list(st.session_state.sessions.keys())
\n st.session_state.current_session_id = remaining[0] if remaining else None
\n st.rerun()<\/p>\n

st.divider()<\/p>\n

# \u5feb\u6377\u6307\u4ee4\u533a\u57df
\n st.markdown("### \u26a1 \u5feb\u6377\u6307\u4ee4")<\/p>\n

for prompt in QUICK_PROMPTS:
\n if st.button(prompt, use_container_width=True):
\n handle_quick_prompt(prompt)<\/p>\n

with st.expander("\u66f4\u591a\u5e38\u89c1\u95ee\u9898…"):
\n with st.container(height=150):
\n for prompt in MORE_PROMPTS:
\n if st.button(prompt, use_container_width=True, key=f"more_{prompt}"):
\n handle_quick_prompt(prompt)<\/p>\n

st.divider()
\n st.link_button("🌐 \u8bbf\u95ee\u516c\u53f8\u5b98\u7f51", "https:\/\/www.google.com", use_container_width=True)<\/p>\n

# ==========================================
\n# 5. \u4e3b\u754c\u9762\u903b\u8f91
\n# ==========================================<\/p>\n

# \u6807\u9898
\nst.markdown('<div class="main-title">🦀 \u5927\u95f8\u87f9 IT \u52a9\u624b 🦀<\/div>', unsafe_allow_html=True)<\/p>\n

# \u663e\u793a\u5386\u53f2\u6d88\u606f
\nfor message in current_messages:
\n avatar = "🦀" if message["role"] == "assistant" else "👤"
\n with st.chat_message(message["role"], avatar=avatar):
\n st.markdown(message["content"])<\/p>\n

# ==========================================
\n# 6. \u6838\u5fc3\u4ea4\u4e92\u903b\u8f91 (\u72b6\u6001\u673a)
\n# ==========================================<\/p>\n

# \u72b6\u6001\u53d8\u91cf\u8bf4\u660e：
\n# pending_input: \u5f85\u5904\u7406\u7684\u7528\u6237\u8f93\u5165（\u6765\u81ea\u5feb\u6377\u6307\u4ee4\u6216\u8f93\u5165\u6846）
\n# processing_stage: \u5f53\u524d\u5904\u7406\u9636\u6bb5 (None, 'generating_reply')<\/p>\n

# 1. \u6355\u83b7\u8f93\u5165
\nuser_input = None<\/p>\n

# \u4f18\u5148\u68c0\u67e5\u5feb\u6377\u6307\u4ee4\u89e6\u53d1\u7684\u8f93\u5165
\nif "pending_input" in st.session_state:
\n user_input = st.session_state.pending_input
\n del st.session_state.pending_input # \u6d88\u8d39\u6389，\u9632\u6b62\u5faa\u73af<\/p>\n

# \u68c0\u67e5\u8f93\u5165\u6846
\nchat_input_value = st.chat_input("\u8bf7\u8f93\u5165\u4f60\u8981\u54a8\u8be2\u7684\u95ee\u9898…")
\nif not user_input and chat_input_value:
\n user_input = chat_input_value<\/p>\n

# 2. \u5904\u7406\u65b0\u8f93\u5165
\nif user_input:
\n # \u6dfb\u52a0\u7528\u6237\u6d88\u606f
\n current_messages.append({"role": "user", "content": user_input})<\/p>\n

# \u663e\u793a\u7528\u6237\u6d88\u606f (\u4e3a\u4e86\u5373\u65f6\u53cd\u9988)
\n with st.chat_message("user", avatar="👤"):
\n st.markdown(user_input)<\/p>\n

# \u68c0\u67e5\u662f\u5426\u9700\u8981\u66f4\u65b0\u6807\u9898
\n if current_session["title"] == "\u65b0\u5bf9\u8bdd":
\n new_title = user_input[:10]
\n if len(user_input) > 10:
\n new_title += "…"
\n current_session["title"] = new_title<\/p>\n

# \u6807\u8bb0\u9700\u8981\u751f\u6210\u56de\u590d，\u5e76\u5237\u65b0\u9875\u9762\u4ee5\u66f4\u65b0\u6807\u9898
\n st.session_state.processing_stage = 'generating_reply'
\n st.session_state.last_user_input = user_input # \u4fdd\u5b58\u8f93\u5165\u7528\u4e8e\u751f\u6210\u56de\u590d
\n st.rerun()
\n else:
\n # \u6807\u9898\u4e0d\u9700\u8981\u66f4\u65b0，\u76f4\u63a5\u8fdb\u5165\u751f\u6210\u56de\u590d\u9636\u6bb5
\n st.session_state.processing_stage = 'generating_reply'
\n st.session_state.last_user_input = user_input<\/p>\n

# 3. \u5904\u7406\u56de\u590d\u751f\u6210 (\u53ef\u80fd\u662f\u5237\u65b0\u540e\u89e6\u53d1，\u4e5f\u53ef\u80fd\u662f\u76f4\u63a5\u89e6\u53d1)
\nif st.session_state.get('processing_stage') == 'generating_reply':
\n # \u83b7\u53d6\u6700\u540e\u4e00\u6b21\u7528\u6237\u8f93\u5165
\n last_input = st.session_state.get('last_user_input')<\/p>\n

if last_input:
\n with st.chat_message("assistant", avatar="🦀"):
\n response_placeholder = st.empty()
\n full_response = ""<\/p>\n

# \u4f18\u5148\u68c0\u67e5\u9884\u8bbe\u56de\u590d
\n if last_input in CANNED_RESPONSES:
\n canned_text = CANNED_RESPONSES[last_input]
\n for char in canned_text:
\n full_response += char
\n response_placeholder.markdown(full_response + "\u258c")
\n time.sleep(0.02)
\n response_placeholder.markdown(full_response)<\/p>\n

# \u5426\u5219\u8c03\u7528 DeepSeek
\n else:
\n if not client:
\n full_response = "\u26a0\ufe0f \u672a\u68c0\u6d4b\u5230 DEEPSEEK_API_KEY \u73af\u5883\u53d8\u91cf，\u65e0\u6cd5\u8fde\u63a5\u5927\u6a21\u578b\u3002\u8bf7\u68c0\u67e5\u914d\u7f6e\u3002"
\n response_placeholder.error(full_response)
\n else:
\n try:
\n messages_payload = [{"role": "system", "content": SYSTEM_PROMPT}]
\n # \u6ce8\u610f：\u6b64\u65f6 current_messages \u5df2\u7ecf\u5305\u542b\u4e86\u6700\u65b0\u7684\u7528\u6237\u6d88\u606f
\n for msg in current_messages:
\n messages_payload.append({"role": msg["role"], "content": msg["content"]})<\/p>\n

stream = client.chat.completions.create(
\n model="deepseek-chat",
\n messages=messages_payload,
\n stream=True
\n )<\/p>\n

for chunk in stream:
\n if chunk.choices[0].delta.content:
\n content = chunk.choices[0].delta.content
\n full_response += content
\n response_placeholder.markdown(full_response + "\u258c")<\/p>\n

response_placeholder.markdown(full_response)<\/p>\n

except Exception as e:
\n full_response = f"\u62b1\u6b49，\u8fde\u63a5\u5927\u6a21\u578b\u65f6\u51fa\u73b0\u9519\u8bef：{str(e)}"
\n response_placeholder.error(full_response)<\/p>\n

# \u4fdd\u5b58 AI \u56de\u590d
\n current_messages.append({"role": "assistant", "content": full_response})<\/p>\n

# \u6e05\u9664\u5904\u7406\u72b6\u6001
\n st.session_state.processing_stage = None
\n if 'last_user_input' in st.session_state:
\n del st.session_state.last_user_input<\/p>\n

# \u518d\u6b21\u5237\u65b0\u4ee5\u786e\u4fdd\u6d88\u606f\u88ab\u6b63\u786e\u4fdd\u5b58\u5e76\u663e\u793a\u5728\u5386\u53f2\u8bb0\u5f55\u4e2d
\n st.rerun() <\/p>\n

1.2.2\u8c03\u7528\u672c\u5730\u90e8\u7f72\u7684API<\/h4>\n

import streamlit as st
\nimport os
\nimport requests
\nimport json<\/p>\n

# \u8bbe\u7f6e\u9875\u9762\u914d\u7f6e\u9879
\nst.set_page_config(
\n page_title="IT\u5ba2\u6237\u670d\u52a1AI",
\n page_icon="👩🏻\u200d💻",
\n layout="wide",
\n initial_sidebar_state="expanded",
\n menu_items={
\n 'Get Help': None,
\n 'Report a bug': None,
\n 'About': '### \u8fd9\u662f\u4e00\u4e2aIT\u5ba2\u6237\u670d\u52a1AI'
\n }
\n)<\/p>\n

st.markdown(
\n """<style>
\n \/* \u6807\u9898\u6837\u5f0f *\/
\n .main-title {
\n text-align: center;
\n font-size: 2.5rem;
\n font-weight: bold;
\n color: #333;
\n margin-bottom: 20px;
\n }
\n<\/style>""", unsafe_allow_html=True
\n)<\/p>\n

st.markdown('<div class="main-title">🦀 \u5927\u95f8\u87f9 IT \u52a9\u624b 🦀<\/div>', unsafe_allow_html=True)
\nwith st.sidebar:
\n st.logo(image="resources\/crab.png")
\n st.sidebar.title("\u4f60\u7684\u4e13\u5c5e\u5ba2\u670d\u5927\u95f8\u87f9")<\/p>\n

# \u7cfb\u7edf\u63d0\u793a\u8bcd
\nsystem_prompt = """\u89d2\u8272\u8bbe\u5b9a
\n\u4f60\u53eb"\u5927\u95f8\u87f9"，\u662f\u516c\u53f8\u5185\u90e8\u7684IT\u5ba2\u670d\u52a9\u624b…""" # \u4fdd\u6301\u539f\u5185\u5bb9<\/p>\n

# \u521d\u59cb\u5316\u804a\u5929\u4fe1\u606f
\nif "messages" not in st.session_state:
\n st.session_state.messages = []<\/p>\n

# \u5c55\u793a\u5386\u53f2\u804a\u5929\u4fe1\u606f
\nfor message in st.session_state.messages:
\n st.chat_message(message["role"]).write(message["content"])<\/p>\n

# Ollama \u672c\u5730\u90e8\u7f72\u914d\u7f6e
\nOLLAMA_BASE_URL = "http:\/\/localhost:11434" # Ollama \u9ed8\u8ba4\u7aef\u53e3
\nMODEL_NAME = "deepseek-r1:7b" # \u90e8\u7f72\u7684\u6a21\u578b\u540d\u79f0<\/p>\n

def call_ollama_model_stream(user_prompt, model=MODEL_NAME):
\n """
\n \u6d41\u5f0f\u8c03\u7528\u672c\u5730 Ollama \u6a21\u578b
\n """
\n url = f"{OLLAMA_BASE_URL}\/api\/generate"<\/p>\n

# \u6784\u5efa\u5b8c\u6574\u7684\u63d0\u793a\u8bcd（\u5305\u542b\u5386\u53f2\u5bf9\u8bdd）
\n history_messages = st.session_state.messages[-4:] # \u53d6\u6700\u8fd12\u8f6e\u5bf9\u8bdd
\n full_prompt = f"{system_prompt}\\\\n\\\\n"<\/p>\n

for msg in history_messages:
\n if msg["role"] == "user":
\n full_prompt += f"\u7528\u6237: {msg['content']}\\\\n"
\n else:
\n full_prompt += f"\u5927\u95f8\u87f9: {msg['content']}\\\\n"<\/p>\n

full_prompt += f"\u7528\u6237: {user_prompt}\\\\n\u5927\u95f8\u87f9:"<\/p>\n

payload = {
\n "model": model,
\n "prompt": full_prompt,
\n "stream": True # \u542f\u7528\u6d41\u5f0f\u8f93\u51fa
\n }<\/p>\n

try:
\n # \u6d41\u5f0f\u8bf7\u6c42
\n response = requests.post(url, json=payload, stream=True)
\n response.raise_for_status()<\/p>\n

# \u9010\u5757\u8fd4\u56de\u6570\u636e
\n for line in response.iter_lines():
\n if line:
\n try:
\n chunk = json.loads(line.decode('utf-8'))
\n if 'response' in chunk:
\n yield chunk['response']
\n except json.JSONDecodeError:
\n continue<\/p>\n

except Exception as e:
\n print(f"\u8c03\u7528 Ollama \u6a21\u578b\u51fa\u9519: {e}")
\n yield "\u62b1\u6b49，\u6a21\u578b\u8c03\u7528\u5931\u8d25\u3002"<\/p>\n

prompt = st.chat_input(
\n "\u8bf7\u8f93\u5165\u4f60\u8981\u54a8\u8be2\u7684\u95ee\u9898",
\n accept_audio=False,
\n)<\/p>\n

if prompt:
\n # \u663e\u793a\u7528\u6237\u8f93\u5165
\n st.chat_message("user").write(prompt)<\/p>\n

# \u4fdd\u5b58\u7528\u6237\u6d88\u606f
\n st.session_state.messages.append({"role": "user", "content": prompt})<\/p>\n

# \u6d41\u5f0f\u8f93\u51fa\u5904\u7406
\n with st.chat_message("assistant"):
\n response_placeholder = st.empty()
\n full_response = ""<\/p>\n

# \u9010\u5757\u63a5\u6536\u5e76\u663e\u793a
\n for chunk in call_ollama_model_stream(prompt):
\n full_response += chunk
\n response_placeholder.write(full_response)<\/p>\n

# \u4fdd\u5b58AI\u56de\u590d
\n st.session_state.messages.append({"role": "assistant", "content": full_response})<\/p>\n

\n

\"\"<\/p>\n

<\/h3>\n

\n

\n","protected":false},"excerpt":{"rendered":"

\u4eca\u5929\u8bd5\u4e0b\u5728\u7f51\u7ad9\u4e0a\u6dfb\u52a0\u4e00\u4e2a\u5ba2\u670d\u673a\u5668\u4eba（\u8ddf\u7740\u9ed1\u9a6c\u7a0b\u5e8f\u5458\u7684\u89c6\u9891\u64cd\u4f5c\u7684），\u7f51\u7ad9\u7528Streamlit\u7b80\u5355\u5199\u9875\u9762，\u8fd9\u6b21\u7ec3\u4e60\u91cd\u70b9\u5728\u4e8e\u673a\u5668\u4eba\u80fd\u5426\u6b63\u5e38\u8c03\u7528\u3002
\n\u4e00\u3001Streamlit\u6784\u5efa\u524d\u7aef\u9875\u9762
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