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docs: update delete messages how-to for clarity (#1025)
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vbarda committed Jul 15, 2024
1 parent ebf6316 commit bf10f39
Showing 1 changed file with 52 additions and 46 deletions.
98 changes: 52 additions & 46 deletions examples/memory/delete-messages.ipynb
Original file line number Diff line number Diff line change
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},
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Expand All @@ -50,7 +50,15 @@
"execution_count": 2,
"id": "c903a1cf-2977-4e2d-ad7d-8b3946821d89",
"metadata": {},
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"outputs": [
{
"name": "stdin",
"output_type": "stream",
"text": [
"ANTHROPIC_API_KEY: ········\n"
]
}
],
"source": [
"import getpass\n",
"import os\n",
Expand Down Expand Up @@ -94,7 +102,7 @@
},
{
"cell_type": "code",
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"execution_count": 4,
"id": "378899a9-3b9a-4748-95b6-eb00e0828677",
"metadata": {},
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Expand Down Expand Up @@ -176,7 +184,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 5,
"id": "57b27553-21be-43e5-ac48-d1d0a3aa0dca",
"metadata": {},
"outputs": [
Expand All @@ -189,7 +197,7 @@
"hi! I'm bob\n",
"==================================\u001b[1m Ai Message \u001b[0m==================================\n",
"\n",
"Hello Bob! It's nice to meet you. How can I assist you today?\n",
"It's nice to meet you, Bob! I'm Claude, an AI assistant created by Anthropic. How can I assist you today?\n",
"================================\u001b[1m Human Message \u001b[0m=================================\n",
"\n",
"what's my name?\n",
Expand Down Expand Up @@ -225,20 +233,20 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 6,
"id": "8a850529-d038-48f7-b5a2-8d4d2923f83a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[HumanMessage(content=\"hi! I'm bob\", id='3e1098f8-2657-42d3-b58a-7c2f46930b8c'),\n",
" AIMessage(content=\"Hello Bob! It's nice to meet you. How can I assist you today?\", response_metadata={'id': 'msg_01HT8MUEN4p16wbYv9Xm7kfr', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 12, 'output_tokens': 20}}, id='run-86348912-72c4-42b0-b3e0-a47c4ebd1e52-0'),\n",
" HumanMessage(content=\"what's my name?\", id='9c3ef235-ec5c-4e57-a3b2-c17502de496d'),\n",
" AIMessage(content='Your name is Bob, as you introduced yourself at the beginning of our conversation.', response_metadata={'id': 'msg_01LVhb56f6RpAAoxASZrLzmK', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 40, 'output_tokens': 19}}, id='run-e3d7447f-046a-4dfa-8813-38134dbcd1ef-0')]"
"[HumanMessage(content=\"hi! I'm bob\", id='bc1c6dd2-3bb9-4aa9-b7af-3c6af7e173ea'),\n",
" AIMessage(content=\"It's nice to meet you, Bob! I'm Claude, an AI assistant created by Anthropic. How can I assist you today?\", response_metadata={'id': 'msg_01XPSAenmSqK8rX2WgPZHfz7', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 12, 'output_tokens': 32}}, id='run-1c69af09-adb1-412d-9010-2456e5a555fb-0', usage_metadata={'input_tokens': 12, 'output_tokens': 32, 'total_tokens': 44}),\n",
" HumanMessage(content=\"what's my name?\", id='f3c71afe-8ce2-4ed0-991e-65021f03b0a5'),\n",
" AIMessage(content='Your name is Bob, as you introduced yourself at the beginning of our conversation.', response_metadata={'id': 'msg_01BPZdwsjuMAbC1YAkqawXaF', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 52, 'output_tokens': 19}}, id='run-b2eb9137-2f4e-446f-95f5-3d5f621a2cf8-0', usage_metadata={'input_tokens': 52, 'output_tokens': 19, 'total_tokens': 71})]"
]
},
"execution_count": 7,
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"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -258,18 +266,26 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 7,
"id": "df1a0970-7e64-4170-beef-2855d10eef42",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/vadymbarda/.virtualenvs/langgraph/lib/python3.11/site-packages/langchain_core/_api/beta_decorator.py:87: LangChainBetaWarning: The class `RemoveMessage` is in beta. It is actively being worked on, so the API may change.\n",
" warn_beta(\n"
]
},
{
"data": {
"text/plain": [
"{'configurable': {'thread_id': '2',\n",
" 'thread_ts': '1ef3d750-5bc4-67c6-8005-9490a1b276f5'}}"
" 'thread_ts': '1ef42d00-d9ad-6f24-8005-feb089654def'}}"
]
},
"execution_count": 9,
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -289,19 +305,19 @@
},
{
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"id": "8bfe4ffa-e170-43bc-aec4-6e36ac620931",
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{
"data": {
"text/plain": [
"[AIMessage(content=\"Hello Bob! It's nice to meet you. How can I assist you today?\", response_metadata={'id': 'msg_01HT8MUEN4p16wbYv9Xm7kfr', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 12, 'output_tokens': 20}}, id='run-86348912-72c4-42b0-b3e0-a47c4ebd1e52-0'),\n",
" HumanMessage(content=\"what's my name?\", id='9c3ef235-ec5c-4e57-a3b2-c17502de496d'),\n",
" AIMessage(content='Your name is Bob, as you introduced yourself at the beginning of our conversation.', response_metadata={'id': 'msg_01LVhb56f6RpAAoxASZrLzmK', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 40, 'output_tokens': 19}}, id='run-e3d7447f-046a-4dfa-8813-38134dbcd1ef-0')]"
"[AIMessage(content=\"It's nice to meet you, Bob! I'm Claude, an AI assistant created by Anthropic. How can I assist you today?\", response_metadata={'id': 'msg_01XPSAenmSqK8rX2WgPZHfz7', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 12, 'output_tokens': 32}}, id='run-1c69af09-adb1-412d-9010-2456e5a555fb-0', usage_metadata={'input_tokens': 12, 'output_tokens': 32, 'total_tokens': 44}),\n",
" HumanMessage(content=\"what's my name?\", id='f3c71afe-8ce2-4ed0-991e-65021f03b0a5'),\n",
" AIMessage(content='Your name is Bob, as you introduced yourself at the beginning of our conversation.', response_metadata={'id': 'msg_01BPZdwsjuMAbC1YAkqawXaF', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 52, 'output_tokens': 19}}, id='run-b2eb9137-2f4e-446f-95f5-3d5f621a2cf8-0', usage_metadata={'input_tokens': 52, 'output_tokens': 19, 'total_tokens': 71})]"
]
},
"execution_count": 11,
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -323,7 +339,7 @@
},
{
"cell_type": "code",
"execution_count": 14,
"execution_count": 9,
"id": "bb22ede0-e153-4fd0-a4c0-f9af2f7663b1",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -376,29 +392,19 @@
},
{
"cell_type": "code",
"execution_count": 16,
"execution_count": 10,
"id": "3975f34c-c243-40ea-b9d2-424d50a48dc9",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"================================\u001b[1m Human Message \u001b[0m=================================\n",
"\n",
"hi! I'm bob\n",
"==================================\u001b[1m Ai Message \u001b[0m==================================\n",
"\n",
"It's nice to meet you, Bob! How can I assist you today?\n",
"================================\u001b[1m Human Message \u001b[0m=================================\n",
"\n",
"what's my name?\n",
"==================================\u001b[1m Ai Message \u001b[0m==================================\n",
"\n",
"You said your name is Bob.\n",
"==================================\u001b[1m Ai Message \u001b[0m==================================\n",
"\n",
"You said your name is Bob.\n"
"[('human', \"hi! I'm bob\")]\n",
"[('human', \"hi! I'm bob\"), ('ai', \"Hello Bob! It's nice to meet you. I'm an AI assistant created by Anthropic. I'm here to help with any questions or tasks you might have. Please let me know how I can assist you.\")]\n",
"[('human', \"hi! I'm bob\"), ('ai', \"Hello Bob! It's nice to meet you. I'm an AI assistant created by Anthropic. I'm here to help with any questions or tasks you might have. Please let me know how I can assist you.\"), ('human', \"what's my name?\")]\n",
"[('human', \"hi! I'm bob\"), ('ai', \"Hello Bob! It's nice to meet you. I'm an AI assistant created by Anthropic. I'm here to help with any questions or tasks you might have. Please let me know how I can assist you.\"), ('human', \"what's my name?\"), ('ai', 'You said your name is Bob, so that is the name I have for you.')]\n",
"[('ai', \"Hello Bob! It's nice to meet you. I'm an AI assistant created by Anthropic. I'm here to help with any questions or tasks you might have. Please let me know how I can assist you.\"), ('human', \"what's my name?\"), ('ai', 'You said your name is Bob, so that is the name I have for you.')]\n"
]
}
],
Expand All @@ -408,12 +414,12 @@
"config = {\"configurable\": {\"thread_id\": \"3\"}}\n",
"input_message = HumanMessage(content=\"hi! I'm bob\")\n",
"for event in app.stream({\"messages\": [input_message]}, config, stream_mode=\"values\"):\n",
" event[\"messages\"][-1].pretty_print()\n",
" print([(message.type, message.content) for message in event[\"messages\"]])\n",
"\n",
"\n",
"input_message = HumanMessage(content=\"what's my name?\")\n",
"for event in app.stream({\"messages\": [input_message]}, config, stream_mode=\"values\"):\n",
" event[\"messages\"][-1].pretty_print()"
" print([(message.type, message.content) for message in event[\"messages\"]])"
]
},
{
Expand All @@ -426,19 +432,19 @@
},
{
"cell_type": "code",
"execution_count": 17,
"execution_count": 11,
"id": "a3e15abb-81d8-4072-9f10-61ae0fd61dac",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[AIMessage(content=\"It's nice to meet you, Bob! How can I assist you today?\", response_metadata={'id': 'msg_01QMoxepDiCcKQ6XFgge1QQT', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 12, 'output_tokens': 19}}, id='run-de13ba05-095d-4fd1-907a-6766ef3bf57b-0'),\n",
" HumanMessage(content=\"what's my name?\", id='8292e725-8fc4-487e-a9b6-75f8b136bec2'),\n",
" AIMessage(content='You said your name is Bob.', response_metadata={'id': 'msg_01DfWfaxavdMCqtoQRmC3mc4', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 39, 'output_tokens': 10}}, id='run-28167c82-e126-47e4-854c-623e50c8af22-0')]"
"[AIMessage(content=\"Hello Bob! It's nice to meet you. I'm an AI assistant created by Anthropic. I'm here to help with any questions or tasks you might have. Please let me know how I can assist you.\", response_metadata={'id': 'msg_01XPEgPPbcnz5BbGWUDWTmzG', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 12, 'output_tokens': 48}}, id='run-eded3820-b6a9-4d66-9210-03ca41787ce6-0', usage_metadata={'input_tokens': 12, 'output_tokens': 48, 'total_tokens': 60}),\n",
" HumanMessage(content=\"what's my name?\", id='a0ea2097-3280-402b-92e1-67177b807ae8'),\n",
" AIMessage(content='You said your name is Bob, so that is the name I have for you.', response_metadata={'id': 'msg_01JGT62pxhrhN4SykZ57CSjW', 'model': 'claude-3-haiku-20240307', 'stop_reason': 'end_turn', 'stop_sequence': None, 'usage': {'input_tokens': 68, 'output_tokens': 20}}, id='run-ace3519c-81f8-45fe-a777-91f42d48b3a3-0', usage_metadata={'input_tokens': 68, 'output_tokens': 20, 'total_tokens': 88})]"
]
},
"execution_count": 17,
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
Expand Down Expand Up @@ -467,9 +473,9 @@
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"display_name": "langgraph",
"language": "python",
"name": "python3"
"name": "langgraph"
},
"language_info": {
"codemirror_mode": {
Expand All @@ -481,7 +487,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.1"
"version": "3.11.9"
}
},
"nbformat": 4,
Expand Down

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