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Harrison Chase
2024-01-15 15:34:17 -08:00
parent 177f503901
commit 1ffdd7b93d
5 changed files with 12 additions and 20 deletions
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examples/chat_executor_with_function_calling/high-level.ipynb
+2 -2
View File
@@ -32,7 +32,7 @@
"source": [
"from langchain_openai import ChatOpenAI\n",
"from langchain_community.tools.tavily_search import TavilySearchResults\n",
"from langgraph.prebuilt import chat_executor\n",
"from langgraph.prebuilt import chat_agent_executor\n",
"from langchain_core.messages import HumanMessage"
]
},
@@ -64,7 +64,7 @@
"metadata": {},
"outputs": [],
"source": [
"app = chat_executor.create_function_calling_executor(model, tools)"
"app = chat_agent_executor.create_function_calling_executor(model, tools)"
]
},
{
examples/chat_executor_with_function_calling/respond-in-format.ipynb
+4 -12
View File
@@ -26,7 +26,7 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": null,
"id": "af4ce0ba-7596-4e5f-8bf8-0b0bd6e62833",
"metadata": {},
"outputs": [],
@@ -393,19 +393,19 @@
"\n",
"Output from node 'action':\n",
"---\n",
"{'messages': [FunctionMessage(content=\"[{'url': 'https://www.whereandwhen.net/when/north-america/california/san-francisco-ca/january/', 'content': 'Best time to go to San Francisco? Weather in San Francisco in january 2024 How was the weather last january? Here is the day by day recorded weather in San Francisco in january 2023: Seasonal average climate and temperature of San Francisco in january The climate of San Francisco in january is tolerableWeather in San Francisco in january 2024. The weather in San Francisco in january comes from statistical datas on the past years. You can view the weather statistics the entire month, but also by using the tabs for the beginning, the middle and the end of the month. ... 15-01-2023 50°F to 52°F. 16-01-2023 45°F to 52°F. 17-01-2023 45°F to ...'}]\", name='tavily_search_results_json')]}\n",
"{'messages': [FunctionMessage(content=\"[{'url': 'https://weatherspark.com/h/m/557/2024/1/Historical-Weather-in-January-2024-in-San-Francisco-California-United-States', 'content': 'January 2024 Weather History in San Francisco California, United States Daily Precipitation in January 2024 in San Francisco Observed Weather in January 2024 in San Francisco San Francisco Temperature History January 2024 Hourly Temperature in January 2024 in San Francisco Hours of Daylight and Twilight in January 2024 in San FranciscoThis report shows the past weather for San Francisco, providing a weather history for January 2024. It features all historical weather data series we have available, including the San Francisco temperature history for January 2024. You can drill down from year to month and even day level reports by clicking on the graphs.'}]\", name='tavily_search_results_json')]}\n",
"\n",
"---\n",
"\n",
"Output from node 'agent':\n",
"---\n",
"{'messages': [AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\\n \"temperature\": 50,\\n \"other_notes\": \"Tolerable weather\"\\n}', 'name': 'Response'}})]}\n",
"{'messages': [AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\\n \"temperature\": 60,\\n \"other_notes\": \"Partly cloudy\"\\n}', 'name': 'Response'}})]}\n",
"\n",
"---\n",
"\n",
"Output from node '__end__':\n",
"---\n",
"{'messages': [HumanMessage(content='what is the weather in sf'), AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\\n \"query\": \"weather in San Francisco\"\\n}', 'name': 'tavily_search_results_json'}}), FunctionMessage(content=\"[{'url': 'https://www.whereandwhen.net/when/north-america/california/san-francisco-ca/january/', 'content': 'Best time to go to San Francisco? Weather in San Francisco in january 2024 How was the weather last january? Here is the day by day recorded weather in San Francisco in january 2023: Seasonal average climate and temperature of San Francisco in january The climate of San Francisco in january is tolerableWeather in San Francisco in january 2024. The weather in San Francisco in january comes from statistical datas on the past years. You can view the weather statistics the entire month, but also by using the tabs for the beginning, the middle and the end of the month. ... 15-01-2023 50°F to 52°F. 16-01-2023 45°F to 52°F. 17-01-2023 45°F to ...'}]\", name='tavily_search_results_json'), AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\\n \"temperature\": 50,\\n \"other_notes\": \"Tolerable weather\"\\n}', 'name': 'Response'}})]}\n",
"{'messages': [HumanMessage(content='what is the weather in sf'), AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\\n \"query\": \"weather in San Francisco\"\\n}', 'name': 'tavily_search_results_json'}}), FunctionMessage(content=\"[{'url': 'https://weatherspark.com/h/m/557/2024/1/Historical-Weather-in-January-2024-in-San-Francisco-California-United-States', 'content': 'January 2024 Weather History in San Francisco California, United States Daily Precipitation in January 2024 in San Francisco Observed Weather in January 2024 in San Francisco San Francisco Temperature History January 2024 Hourly Temperature in January 2024 in San Francisco Hours of Daylight and Twilight in January 2024 in San FranciscoThis report shows the past weather for San Francisco, providing a weather history for January 2024. It features all historical weather data series we have available, including the San Francisco temperature history for January 2024. You can drill down from year to month and even day level reports by clicking on the graphs.'}]\", name='tavily_search_results_json'), AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\\n \"temperature\": 60,\\n \"other_notes\": \"Partly cloudy\"\\n}', 'name': 'Response'}})]}\n",
"\n",
"---\n",
"\n"
@@ -424,14 +424,6 @@
" print(value)\n",
" print(\"\\n---\\n\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "08ae8246-11d5-40e1-8567-361e5bef8917",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {