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fixed some (#1784)

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This commit is contained in:
Isaac Francisco
2024-09-20 15:12:35 -07:00
committed by GitHub
parent 265003dda0
commit eadcec7304
5 changed files with 154 additions and 232 deletions
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docs/docs/cloud/how-tos/langgraph_to_langgraph_cloud.ipynb
+26 -73
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@@ -869,7 +869,7 @@
"id": "cb4072c9-775e-4bf5-8a1a-fb822e6de9d7",
"metadata": {},
"source": [
"For streaming events, in LangGraph you need to use `.astream_events` method on the `CompiledGraph`. In LangGraph Cloud this is done via passing `stream_mode=\"events\"`"
"For streaming events, in LangGraph you need to use `.astream` method on the `CompiledGraph`. In LangGraph Cloud this is done via passing `stream_mode=\"events\"`"
]
},
{
@@ -882,89 +882,42 @@
},
{
"cell_type": "code",
"execution_count": 2,
"id": "94b815e4-1dd2-4999-9e73-6e29836d9160",
"execution_count": 22,
"id": "fc692060",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"Tool Calls:\n",
" get_weather (call_UPFCSk4cQTFAuET2WgAzq0el)\n",
" Call ID: call_UPFCSk4cQTFAuET2WgAzq0el\n",
" Args:\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"Tool Calls:\n",
" (None)\n",
" Call ID: None\n",
" Args:\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"Invalid Tool Calls:\n",
" None (None)\n",
" Call ID: None\n",
" Args:\n",
" city\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"Invalid Tool Calls:\n",
" None (None)\n",
" Call ID: None\n",
" Args:\n",
" \":\"\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"Invalid Tool Calls:\n",
" None (None)\n",
" Call ID: None\n",
" Args:\n",
" sf\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"Invalid Tool Calls:\n",
" None (None)\n",
" Call ID: None\n",
" Args:\n",
" \"}\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
"The\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
" weather\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
" in\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
" San\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
" Francisco\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
" is\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
" sunny\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
"!\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
" ☀\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n",
"\n",
"️\n",
"============================\u001b[1m Aimessagechunk Message \u001b[0m============================\n"
"[{'name': 'get_weather', 'args': {}, 'id': 'call_G6boP6Hj21glqPTqtFdTllUd', 'type': 'tool_call'}]\n",
"[{'name': 'get_weather', 'args': {}, 'id': 'call_G6boP6Hj21glqPTqtFdTllUd', 'type': 'tool_call'}]\n",
"[{'name': 'get_weather', 'args': {}, 'id': 'call_G6boP6Hj21glqPTqtFdTllUd', 'type': 'tool_call'}]\n",
"[{'name': 'get_weather', 'args': {'city': ''}, 'id': 'call_G6boP6Hj21glqPTqtFdTllUd', 'type': 'tool_call'}]\n",
"[{'name': 'get_weather', 'args': {'city': 'sf'}, 'id': 'call_G6boP6Hj21glqPTqtFdTllUd', 'type': 'tool_call'}]\n",
"[{'name': 'get_weather', 'args': {'city': 'sf'}, 'id': 'call_G6boP6Hj21glqPTqtFdTllUd', 'type': 'tool_call'}]\n",
"It's always sunny in sf|The| weather| in| San| Francisco| is| currently| sunny|.|"
]
}
],
"source": [
"from langchain_core.messages import AIMessageChunk\n",
"\n",
"inputs = {\"messages\": [(\"human\", \"what's the weather in sf\")]}\n",
"async for chunk in graph.astream_events(inputs, version=\"v2\"):\n",
" if chunk[\"event\"] == \"on_chat_model_stream\":\n",
" chunk[\"data\"][\"chunk\"].pretty_print()"
"first = True\n",
"async for msg, metadata in graph.astream(inputs, stream_mode=\"messages\"):\n",
" if msg.content:\n",
" print(msg.content, end=\"|\", flush=True)\n",
"\n",
" if isinstance(msg, AIMessageChunk):\n",
" if first:\n",
" gathered = msg\n",
" first = False\n",
" else:\n",
" gathered = gathered + msg\n",
"\n",
" if msg.tool_call_chunks:\n",
" print(gathered.tool_calls)"
]
},
{