WEBDIENSTE/langgraph
1
0
Fork 0
mirror of https://github.com/langchain-ai/langgraph.git synced 2026-09-09 11:17:53 +02:00
Code Issues Packages Projects Releases Wiki Activity

cr

Browse Source
This commit is contained in:
Harrison Chase
2024-01-15 17:40:09 -08:00
parent 8a37f67b3c
commit f124705d6e
9 changed files with 761 additions and 181 deletions
Download Patch File Download Diff File Expand all files Collapse all files
examples/chat_agent_executor_with_function_calling/base.ipynb
+22 -59
View File
@@ -5,7 +5,7 @@
"id": "51466c8d-8ce4-4b3d-be4e-18fdbeda5f53",
"metadata": {},
"source": [
"# Chat Executor\n",
"# Chat Agent Executor\n",
"\n",
"In this example we will build a chat executor that uses function calling from scratch."
]
@@ -291,7 +291,7 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 8,
"id": "813ae66c-3b58-4283-a02a-36da72a2ab90",
"metadata": {},
"outputs": [],
@@ -352,7 +352,7 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 9,
"id": "8edb04b9-40b6-46f1-a7a8-4b2d8aba7752",
"metadata": {},
"outputs": [
@@ -361,11 +361,11 @@
"text/plain": [
"{'messages': [HumanMessage(content='what is the weather in sf'),\n",
" AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{\\n \"query\": \"weather in San Francisco\"\\n}', 'name': 'tavily_search_results_json'}}),\n",
" 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",
" AIMessage(content=\"I'm sorry, but I couldn't find the current weather in San Francisco. However, you can check the historical weather data for January 2024 in San Francisco [here](https://weatherspark.com/h/m/557/2024/1/Historical-Weather-in-January-2024-in-San-Francisco-California-United-States).\")]}"
" 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 8% 46% 29% 12% 8% Evolution of daily average temperature and precipitation in San Francisco in januaryWeather 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. ... 16-01-2023 45°F to 52°F. 17-01-2023 45°F to 54°F. 18-01-2023 47°F to ...'}]\", name='tavily_search_results_json'),\n",
" AIMessage(content=\"I'm sorry, but I couldn't find the current weather in San Francisco. However, you can check the weather forecast for San Francisco on websites like Weather.com or AccuWeather.\")]}"
]
},
"execution_count": 8,
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@@ -396,7 +396,7 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 12,
"id": "f544977e-31f7-41f0-88c4-ec9c27b8cecb",
"metadata": {},
"outputs": [
@@ -412,19 +412,19 @@
"\n",
"Output from node 'action':\n",
"---\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",
"{'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 8% 46% 29% 12% 8% Evolution of daily average temperature and precipitation in San Francisco in januaryWeather 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. ... 16-01-2023 45°F to 52°F. 17-01-2023 45°F to 54°F. 18-01-2023 47°F to ...'}]\", name='tavily_search_results_json')]}\n",
"\n",
"---\n",
"\n",
"Output from node 'agent':\n",
"---\n",
"{'messages': [AIMessage(content=\"I'm sorry, but I couldn't find the current weather in San Francisco. However, you can check the historical weather data for January 2024 in San Francisco [here](https://weatherspark.com/h/m/557/2024/1/Historical-Weather-in-January-2024-in-San-Francisco-California-United-States).\")]}\n",
"{'messages': [AIMessage(content=\"I'm sorry, but I couldn't find the current weather in San Francisco. However, you can check the weather forecast for San Francisco on websites like Weather.com or AccuWeather.\")]}\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://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=\"I'm sorry, but I couldn't find the current weather in San Francisco. However, you can check the historical weather data for January 2024 in San Francisco [here](https://weatherspark.com/h/m/557/2024/1/Historical-Weather-in-January-2024-in-San-Francisco-California-United-States).\")]}\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 8% 46% 29% 12% 8% Evolution of daily average temperature and precipitation in San Francisco in januaryWeather 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. ... 16-01-2023 45°F to 52°F. 17-01-2023 45°F to 54°F. 18-01-2023 47°F to ...'}]\", name='tavily_search_results_json'), AIMessage(content=\"I'm sorry, but I couldn't find the current weather in San Francisco. However, you can check the weather forecast for San Francisco on websites like Weather.com or AccuWeather.\")]}\n",
"\n",
"---\n",
"\n"
@@ -456,7 +456,7 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 16,
"id": "cfd140f0-a5a6-4697-8115-322242f197b5",
"metadata": {},
"outputs": [
@@ -501,65 +501,28 @@
"content=' can'\n",
"content=' check'\n",
"content=' the'\n",
"content=' historical'\n",
"content=' weather'\n",
"content=' data'\n",
"content=' forecast'\n",
"content=' for'\n",
"content=' January'\n",
"content=' '\n",
"content='202'\n",
"content='4'\n",
"content=' in'\n",
"content=' San'\n",
"content=' Francisco'\n",
"content=' ['\n",
"content='here'\n",
"content=']('\n",
"content='https'\n",
"content='://'\n",
"content='we'\n",
"content='athers'\n",
"content='park'\n",
"content=' on'\n",
"content=' websites'\n",
"content=' like'\n",
"content=' Weather'\n",
"content='.com'\n",
"content='/h'\n",
"content='/m'\n",
"content='/'\n",
"content='557'\n",
"content='/'\n",
"content='202'\n",
"content='4'\n",
"content='/'\n",
"content='1'\n",
"content='/H'\n",
"content='istorical'\n",
"content='-'\n",
"content=' or'\n",
"content=' Acc'\n",
"content='u'\n",
"content='Weather'\n",
"content='-in'\n",
"content='-Jan'\n",
"content='uary'\n",
"content='-'\n",
"content='202'\n",
"content='4'\n",
"content='-in'\n",
"content='-S'\n",
"content='an'\n",
"content='-F'\n",
"content='r'\n",
"content='anc'\n",
"content='isco'\n",
"content='-Cal'\n",
"content='ifornia'\n",
"content='-'\n",
"content='United'\n",
"content='-'\n",
"content='States'\n",
"content=').'\n",
"content='.'\n",
"content=''\n"
]
}
],
"source": [
"inputs = {\"messages\": [HumanMessage(content=\"what is the weather in sf\")]}\n",
"inputs = {\"messages\": [HumanMessage(content=\"what is the weather in sf?\")]}\n",
"\n",
"async for output in app.astream_log(inputs, include_types=[\"llm\"]):\n",
" # astream_log() yields the requested logs (here LLMs) in JSONPatch format\n",
" for op in output.ops:\n",