forked from Archives/langchain
bump to ver 208 (#6540)
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@ -5,7 +5,7 @@
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"id": "9502d5b0",
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"metadata": {},
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"source": [
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"# OpenAI Functions Agent\n",
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"# OpenAI Multi Functions Agent\n",
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"\n",
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"This notebook showcases using an agent that uses the OpenAI functions ability to respond to the prompts of the user using a Large Language Model\n",
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"\n",
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@ -16,27 +16,12 @@
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"execution_count": 2,
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"id": "c0a83623",
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/Users/harrisonchase/.pyenv/versions/3.9.1/envs/langchain/lib/python3.9/site-packages/deeplake/util/check_latest_version.py:32: UserWarning: A newer version of deeplake (3.6.5) is available. It's recommended that you update to the latest version using `pip install -U deeplake`.\n",
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" warnings.warn(\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"from langchain import (\n",
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" LLMMathChain,\n",
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" OpenAI,\n",
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" SerpAPIWrapper,\n",
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" SQLDatabase,\n",
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" SQLDatabaseChain,\n",
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")\n",
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"from langchain import SerpAPIWrapper\n",
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"from langchain.agents import initialize_agent, Tool\n",
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"from langchain.agents import AgentType\n",
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"from langchain.chat_models import ChatOpenAI"
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@ -47,21 +32,15 @@
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"id": "86198d9c",
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"metadata": {},
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"source": [
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"The agent is given ability to perform 3 search functionalities with the respective tools\n",
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"The agent is given ability to perform search functionalities with the respective tool\n",
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"\n",
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"SerpAPIWrapper:\n",
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">This initializes the SerpAPIWrapper for search functionality (search).\n",
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"\n",
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"LLMMathChain Initialization:\n",
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">This component provides math-related functionality.\n",
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"\n",
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"SQL Database Initialization:\n",
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">This component provides the agent to query in Custom Data Base.\n"
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">This initializes the SerpAPIWrapper for search functionality (search).\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"execution_count": 3,
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"id": "6fefaba2",
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"metadata": {},
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"outputs": [],
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@ -86,7 +65,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"execution_count": 4,
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"id": "9ff6cee9",
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"metadata": {},
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"outputs": [],
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@ -128,7 +107,7 @@
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" \"System: You are a helpful AI assistant.\\nHuman: What is the weather in LA and SF?\"\n",
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" ]\n",
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"}\n",
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"\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 2:llm:ChatOpenAI] [2.76s] Exiting LLM run with output:\n",
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"\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 2:llm:ChatOpenAI] [2.91s] Exiting LLM run with output:\n",
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"\u001b[0m{\n",
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" \"generations\": [\n",
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" [\n",
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@ -160,11 +139,11 @@
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"}\n",
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"\u001b[32;1m\u001b[1;3m[tool/start]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 3:tool:Search] Entering Tool run with input:\n",
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"\u001b[0m\"{'tool_input': 'weather in Los Angeles'}\"\n",
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"\u001b[36;1m\u001b[1;3m[tool/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 3:tool:Search] [112.99199999999999ms] Exiting Tool run with output:\n",
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"\u001b[36;1m\u001b[1;3m[tool/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 3:tool:Search] [608.693ms] Exiting Tool run with output:\n",
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"\u001b[0m\"Mostly cloudy early, then sunshine for the afternoon. High 76F. Winds SW at 5 to 10 mph. Humidity59%.\"\n",
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"\u001b[32;1m\u001b[1;3m[tool/start]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 4:tool:Search] Entering Tool run with input:\n",
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"\u001b[0m\"{'tool_input': 'weather in San Francisco'}\"\n",
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"\u001b[36;1m\u001b[1;3m[tool/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 4:tool:Search] [522.576ms] Exiting Tool run with output:\n",
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"\u001b[36;1m\u001b[1;3m[tool/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 4:tool:Search] [517.475ms] Exiting Tool run with output:\n",
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"\u001b[0m\"Partly cloudy this evening, then becoming cloudy after midnight. Low 53F. Winds WSW at 10 to 20 mph. Humidity83%.\"\n",
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"\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 5:llm:ChatOpenAI] Entering LLM run with input:\n",
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"\u001b[0m{\n",
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@ -172,7 +151,7 @@
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" \"System: You are a helpful AI assistant.\\nHuman: What is the weather in LA and SF?\\nAI: {'name': 'tool_selection', 'arguments': '{\\\\n \\\"actions\\\": [\\\\n {\\\\n \\\"action_name\\\": \\\"Search\\\",\\\\n \\\"action\\\": {\\\\n \\\"tool_input\\\": \\\"weather in Los Angeles\\\"\\\\n }\\\\n },\\\\n {\\\\n \\\"action_name\\\": \\\"Search\\\",\\\\n \\\"action\\\": {\\\\n \\\"tool_input\\\": \\\"weather in San Francisco\\\"\\\\n }\\\\n }\\\\n ]\\\\n}'}\\nFunction: Mostly cloudy early, then sunshine for the afternoon. High 76F. Winds SW at 5 to 10 mph. Humidity59%.\\nAI: {'name': 'tool_selection', 'arguments': '{\\\\n \\\"actions\\\": [\\\\n {\\\\n \\\"action_name\\\": \\\"Search\\\",\\\\n \\\"action\\\": {\\\\n \\\"tool_input\\\": \\\"weather in Los Angeles\\\"\\\\n }\\\\n },\\\\n {\\\\n \\\"action_name\\\": \\\"Search\\\",\\\\n \\\"action\\\": {\\\\n \\\"tool_input\\\": \\\"weather in San Francisco\\\"\\\\n }\\\\n }\\\\n ]\\\\n}'}\\nFunction: Partly cloudy this evening, then becoming cloudy after midnight. Low 53F. Winds WSW at 10 to 20 mph. Humidity83%.\"\n",
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" ]\n",
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"}\n",
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"\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 5:llm:ChatOpenAI] [1.88s] Exiting LLM run with output:\n",
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"\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 5:llm:ChatOpenAI] [2.33s] Exiting LLM run with output:\n",
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"\u001b[0m{\n",
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" \"generations\": [\n",
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" [\n",
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@ -197,7 +176,7 @@
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" },\n",
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" \"run\": null\n",
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"}\n",
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"\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor] [5.28s] Exiting Chain run with output:\n",
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"\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor] [6.37s] Exiting Chain run with output:\n",
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"\u001b[0m{\n",
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" \"output\": \"The weather in Los Angeles is mostly cloudy with a high of 76°F and a humidity of 59%. The weather in San Francisco is partly cloudy in the evening, becoming cloudy after midnight, with a low of 53°F and a humidity of 83%.\"\n",
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"}\n"
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[tool.poetry]
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name = "langchain"
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version = "0.0.207"
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version = "0.0.208"
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description = "Building applications with LLMs through composability"
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authors = []
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license = "MIT"
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