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update0806 agent code #111

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71 changes: 37 additions & 34 deletions langchain/jupyter/agents/openai_function.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -18,12 +18,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: langchain in c:\\users\\lenovo\\appdata\\roaming\\python\\python310\\site-packages (0.2.7)\n",
"Defaulting to user installation because normal site-packages is not writeable\n",
"Requirement already satisfied: langchain in c:\\users\\lenovo\\appdata\\roaming\\python\\python310\\site-packages (0.2.12)\n",
"Requirement already satisfied: PyYAML>=5.3 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain) (6.0.1)\n",
"Requirement already satisfied: SQLAlchemy<3,>=1.4 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain) (2.0.31)\n",
"Requirement already satisfied: aiohttp<4.0.0,>=3.8.3 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain) (3.9.5)\n",
"Requirement already satisfied: async-timeout<5.0.0,>=4.0.0 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain) (4.0.3)\n",
"Requirement already satisfied: langchain-core<0.3.0,>=0.2.12 in c:\\users\\lenovo\\appdata\\roaming\\python\\python310\\site-packages (from langchain) (0.2.13)\n",
"Requirement already satisfied: langchain-core<0.3.0,>=0.2.27 in c:\\users\\lenovo\\appdata\\roaming\\python\\python310\\site-packages (from langchain) (0.2.28)\n",
"Requirement already satisfied: langchain-text-splitters<0.3.0,>=0.2.0 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain) (0.2.0)\n",
"Requirement already satisfied: langsmith<0.2.0,>=0.1.17 in c:\\users\\lenovo\\appdata\\roaming\\python\\python310\\site-packages (from langchain) (0.1.85)\n",
"Requirement already satisfied: numpy<2,>=1 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain) (1.26.4)\n",
Expand All @@ -35,18 +36,18 @@
"Requirement already satisfied: frozenlist>=1.1.1 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (1.4.1)\n",
"Requirement already satisfied: multidict<7.0,>=4.5 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (6.0.5)\n",
"Requirement already satisfied: yarl<2.0,>=1.0 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (1.9.4)\n",
"Requirement already satisfied: jsonpatch<2.0,>=1.33 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain-core<0.3.0,>=0.2.12->langchain) (1.33)\n",
"Requirement already satisfied: packaging<25,>=23.2 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain-core<0.3.0,>=0.2.12->langchain) (23.2)\n",
"Requirement already satisfied: jsonpatch<2.0,>=1.33 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain-core<0.3.0,>=0.2.27->langchain) (1.33)\n",
"Requirement already satisfied: packaging<25,>=23.2 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain-core<0.3.0,>=0.2.27->langchain) (23.2)\n",
"Requirement already satisfied: typing-extensions>=4.7 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langchain-core<0.3.0,>=0.2.27->langchain) (4.12.2)\n",
"Requirement already satisfied: orjson<4.0.0,>=3.9.14 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from langsmith<0.2.0,>=0.1.17->langchain) (3.10.5)\n",
"Requirement already satisfied: annotated-types>=0.4.0 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from pydantic<3,>=1->langchain) (0.6.0)\n",
"Requirement already satisfied: pydantic-core==2.14.6 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from pydantic<3,>=1->langchain) (2.14.6)\n",
"Requirement already satisfied: typing-extensions>=4.6.1 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from pydantic<3,>=1->langchain) (4.12.2)\n",
"Requirement already satisfied: charset-normalizer<4,>=2 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from requests<3,>=2->langchain) (3.3.2)\n",
"Requirement already satisfied: idna<4,>=2.5 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from requests<3,>=2->langchain) (3.6)\n",
"Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from requests<3,>=2->langchain) (2.2.2)\n",
"Requirement already satisfied: certifi>=2017.4.17 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from requests<3,>=2->langchain) (2024.2.2)\n",
"Requirement already satisfied: greenlet!=0.4.17 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from SQLAlchemy<3,>=1.4->langchain) (3.0.3)\n",
"Requirement already satisfied: jsonpointer>=1.9 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from jsonpatch<2.0,>=1.33->langchain-core<0.3.0,>=0.2.12->langchain) (3.0.0)\n"
"Requirement already satisfied: jsonpointer>=1.9 in c:\\programdata\\anaconda3\\envs\\langchain\\lib\\site-packages (from jsonpatch<2.0,>=1.33->langchain-core<0.3.0,>=0.2.27->langchain) (3.0.0)\n"
]
}
],
Expand Down Expand Up @@ -92,7 +93,7 @@
"outputs": [],
"source": [
"from langchain.schema import SystemMessage\n",
"from langchain.agents import OpenAIFunctionsAgent\n",
"from langchain.agents import OpenAIFunctionsAgent, create_openai_functions_agent\n",
"\n",
"system_message = SystemMessage(content=\"你是非常强大的AI助手，但在计算单词长度方面不擅长。\")\n",
"prompt = OpenAIFunctionsAgent.create_prompt(system_message=system_message)"
Expand All @@ -103,23 +104,24 @@
"execution_count": 5,
"id": "ef0874c6-8076-4536-9533-bb9f69f450fe",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\lenovo\\AppData\\Roaming\\Python\\Python310\\site-packages\\langchain_core\\_api\\deprecation.py:139: LangChainDeprecationWarning: The class `OpenAIFunctionsAgent` was deprecated in LangChain 0.1.0 and will be removed in 0.3.0. Use create_openai_functions_agent instead.\n",
" warn_deprecated(\n"
]
}
],
"outputs": [],
"source": [
"agent = OpenAIFunctionsAgent(llm=llm, tools=tools, prompt=prompt)"
"# agent = OpenAIFunctionsAgent(llm=llm, tools=tools, prompt=prompt)#过时"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "0532b789-455c-4188-ba32-dba615131b2e",
"metadata": {},
"outputs": [],
"source": [
"agent = create_openai_functions_agent(llm=llm, tools=tools, prompt=prompt)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "e7061c25-d090-4b52-a137-ba7545759241",
"metadata": {},
"outputs": [],
Expand All @@ -132,7 +134,7 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 8,
"id": "4f0ae154-5cb9-44cf-91d6-cc80308dcffc",
"metadata": {},
"outputs": [
Expand All @@ -158,18 +160,18 @@
"{'input': '单词“educa”中有多少个字母?', 'output': '单词“educa”中有5个字母。'}"
]
},
"execution_count": 7,
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"agent_executor.invoke(\"单词“educa”中有多少个字母?\")"
"agent_executor.invoke({\"input\":\"单词“educa”中有多少个字母?\"})"
]
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 9,
"id": "2070d22f-c9d9-4346-b41d-e9beecb40625",
"metadata": {},
"outputs": [],
Expand All @@ -185,7 +187,7 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 10,
"id": "849ebeac-aa8c-4ae8-b36c-c81a120147fb",
"metadata": {},
"outputs": [],
Expand All @@ -197,18 +199,19 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 11,
"id": "9af06fad-4f85-4411-b4f8-4fca7a45e09b",
"metadata": {},
"outputs": [],
"source": [
"agent = OpenAIFunctionsAgent(llm=llm, tools=tools, prompt=prompt)\n",
"# agent = OpenAIFunctionsAgent(llm=llm, tools=tools, prompt=prompt) # 过时\n",
"agent = create_openai_functions_agent(llm=llm, tools=tools, prompt=prompt)\n",
"agent_executor = AgentExecutor(agent=agent, tools=tools, memory=memory, verbose=True)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 13,
"id": "fc912215-61d3-4ce1-9a48-b795cf445bde",
"metadata": {},
"outputs": [
Expand Down Expand Up @@ -237,18 +240,18 @@
" 'output': '单词“educa”中有5个字母。'}"
]
},
"execution_count": 11,
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"agent_executor.invoke(\"单词“educa”中有多少个字母?\")"
"agent_executor.invoke({\"input\":\"单词“educa”中有多少个字母?\"})"
]
},
{
"cell_type": "code",
"execution_count": 12,
"execution_count": 15,
"id": "d3f96ac9-b548-4908-9c5e-d58118ed6a9a",
"metadata": {},
"outputs": [
Expand All @@ -259,7 +262,7 @@
"\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[32;1m\u001b[1;3m抱歉，我无法确定“educa”是否是一个真实的单词。您可以查阅词典或在线搜索以确认该单词的存在。\u001b[0m\n",
"\u001b[32;1m\u001b[1;3m抱歉，我无法确定“educa”是否是一个真实的单词。您可以查阅词典或搜索引擎来确认这个单词的存在。\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
]
Expand All @@ -271,17 +274,17 @@
" 'chat_history': [HumanMessage(content='单词“educa”中有多少个字母?'),\n",
" AIMessage(content='单词“educa”中有5个字母。'),\n",
" HumanMessage(content='那是一个真实的单词吗？'),\n",
" AIMessage(content='抱歉，我无法确定“educa”是否是一个真实的单词。您可以查阅词典或在线搜索以确认该单词的存在。')],\n",
" 'output': '抱歉，我无法确定“educa”是否是一个真实的单词。您可以查阅词典或在线搜索以确认该单词的存在。'}"
" AIMessage(content='抱歉，我无法确定“educa”是否是一个真实的单词。您可以查阅词典或搜索引擎来确认这个单词的存在。')],\n",
" 'output': '抱歉，我无法确定“educa”是否是一个真实的单词。您可以查阅词典或搜索引擎来确认这个单词的存在。'}"
]
},
"execution_count": 12,
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"agent_executor.invoke(\"那是一个真实的单词吗？\")"
"agent_executor.invoke({\"input\":\"那是一个真实的单词吗？\"})"
]
},
{
Expand Down
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