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use output parsers in agents (langchain-ai#2987)
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hwchase17 committed Apr 16, 2023
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50 changes: 27 additions & 23 deletions docs/modules/agents/agents/custom_mrkl_agent.ipynb
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},
{
"cell_type": "code",
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"execution_count": 1,
"id": "9af9734e",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 24,
"execution_count": 2,
"id": "becda2a1",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 25,
"execution_count": 3,
"id": "339b1bb8",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 26,
"execution_count": 4,
"id": "e21d2098",
"metadata": {},
"outputs": [
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},
{
"cell_type": "code",
"execution_count": 27,
"execution_count": 5,
"id": "9b1cc2a2",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 28,
"execution_count": 6,
"id": "e4f5092f",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 29,
"execution_count": 7,
"id": "490604e9",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 31,
"execution_count": 8,
"id": "653b1617",
"metadata": {},
"outputs": [
Expand All @@ -190,20 +190,20 @@
"\u001b[32;1m\u001b[1;3mThought: I need to find out the population of Canada\n",
"Action: Search\n",
"Action Input: Population of Canada 2023\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mThe current population of Canada is 38,610,447 as of Saturday, February 18, 2023, based on Worldometer elaboration of the latest United Nations data. Canada 2020 population is estimated at 37,742,154 people at mid year according to UN data.\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mThe current population of Canada is 38,661,927 as of Sunday, April 16, 2023, based on Worldometer elaboration of the latest United Nations data.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer\n",
"Final Answer: Arrr, Canada be havin' 38,610,447 scallywags livin' there as of 2023!\u001b[0m\n",
"Final Answer: Arrr, Canada be havin' 38,661,927 people livin' there as of 2023!\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
]
},
{
"data": {
"text/plain": [
"\"Arrr, Canada be havin' 38,610,447 scallywags livin' there as of 2023!\""
"\"Arrr, Canada be havin' 38,661,927 people livin' there as of 2023!\""
]
},
"execution_count": 31,
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
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},
{
"cell_type": "code",
"execution_count": 32,
"execution_count": 9,
"id": "43dbfa2f",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 33,
"execution_count": 10,
"id": "0f087313",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 34,
"execution_count": 11,
"id": "92c75a10",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 35,
"execution_count": 12,
"id": "ac5b83bf",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 36,
"execution_count": 13,
"id": "c960e4ff",
"metadata": {},
"outputs": [
Expand All @@ -285,23 +285,27 @@
"\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[32;1m\u001b[1;3mThought: I need to find out the population of Canada in 2023.\n",
"\u001b[32;1m\u001b[1;3mThought: I should look for recent population estimates.\n",
"Action: Search\n",
"Action Input: Population of Canada in 2023\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mThe current population of Canada is 38,610,447 as of Saturday, February 18, 2023, based on Worldometer elaboration of the latest United Nations data. Canada 2020 population is estimated at 37,742,154 people at mid year according to UN data.\u001b[0m\n",
"Action Input: Canada population 2023\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3m39,566,248\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I should double check this number.\n",
"Action: Search\n",
"Action Input: Canada population estimates 2023\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mCanada's population was estimated at 39,566,248 on January 1, 2023, after a record population growth of 1,050,110 people from January 1, 2022, to January 1, 2023.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer.\n",
"Final Answer: La popolazione del Canada nel 2023 è stimata in 38.610.447 persone.\u001b[0m\n",
"Final Answer: La popolazione del Canada è stata stimata a 39.566.248 il 1° gennaio 2023, dopo un record di crescita demografica di 1.050.110 persone dal 1° gennaio 2022 al 1° gennaio 2023.\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
]
},
{
"data": {
"text/plain": [
"'La popolazione del Canada nel 2023 è stimata in 38.610.447 persone.'"
"'La popolazione del Canada è stata stimata a 39.566.248 il 1° gennaio 2023, dopo un record di crescita demografica di 1.050.110 persone dal 1° gennaio 2022 al 1° gennaio 2023.'"
]
},
"execution_count": 36,
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
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106 changes: 91 additions & 15 deletions docs/modules/agents/agents/examples/chat_conversation_agent.ipynb
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"execution_count": 2,
"id": "f65308ab",
"metadata": {},
"outputs": [],
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:root:Failed to default session, using empty session: HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /sessions (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x10a1767c0>: Failed to establish a new connection: [Errno 61] Connection refused'))\n"
]
}
],
"source": [
"from langchain.agents import Tool\n",
"from langchain.memory import ConversationBufferMemory\n",
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"text": [
"\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:root:Failed to persist run: HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /chain-runs (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x13fab40d0>: Failed to establish a new connection: [Errno 61] Connection refused'))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[32;1m\u001b[1;3m{\n",
" \"action\": \"Final Answer\",\n",
" \"action_input\": \"Hello Bob! How can I assist you today?\"\n",
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"text": [
"\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:root:Failed to persist run: HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /chain-runs (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x13fab44f0>: Failed to establish a new connection: [Errno 61] Connection refused'))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[32;1m\u001b[1;3m{\n",
" \"action\": \"Final Answer\",\n",
" \"action_input\": \"Your name is Bob.\"\n",
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" \"action\": \"Current Search\",\n",
" \"action_input\": \"Thai food dinner recipes\"\n",
"}\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3m59 easy Thai recipes for any night of the week · Marion Grasby's Thai spicy chilli and basil fried rice · Thai curry noodle soup · Marion Grasby's ...\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m{\n",
"Observation: \u001b[36;1m\u001b[1;3m59 easy Thai recipes for any night of the week · Marion Grasby's Thai spicy chilli and basil fried rice · Thai curry noodle soup · Marion Grasby's Thai Spicy ...\u001b[0m\n",
"Thought:"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:root:Failed to persist run: HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /chain-runs (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x13fae8be0>: Failed to establish a new connection: [Errno 61] Connection refused'))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[32;1m\u001b[1;3m{\n",
" \"action\": \"Final Answer\",\n",
" \"action_input\": \"Here are some Thai food dinner recipes you can make this week: Thai spicy chilli and basil fried rice, Thai curry noodle soup, and many more. You can find 59 easy Thai recipes for any night of the week on Marion Grasby's website.\"\n",
" \"action_input\": \"Here are some Thai food dinner recipes you can make this week: Thai spicy chilli and basil fried rice, Thai curry noodle soup, and Thai Spicy ... (59 recipes in total).\"\n",
"}\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
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{
"data": {
"text/plain": [
"\"Here are some Thai food dinner recipes you can make this week: Thai spicy chilli and basil fried rice, Thai curry noodle soup, and many more. You can find 59 easy Thai recipes for any night of the week on Marion Grasby's website.\""
"'Here are some Thai food dinner recipes you can make this week: Thai spicy chilli and basil fried rice, Thai curry noodle soup, and Thai Spicy ... (59 recipes in total).'"
]
},
"execution_count": 8,
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" \"action_input\": \"who won the world cup in 1978\"\n",
"}\n",
"```\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mThe Argentina national football team represents Argentina in men's international football and is administered by the Argentine Football Association, the governing body for football in Argentina. Nicknamed La Albiceleste, they are the reigning world champions, having won the most recent World Cup in 2022.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m```json\n",
"Observation: \u001b[36;1m\u001b[1;3mArgentina national football team\u001b[0m\n",
"Thought:"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:root:Failed to persist run: HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /chain-runs (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x13fae86d0>: Failed to establish a new connection: [Errno 61] Connection refused'))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[32;1m\u001b[1;3m```json\n",
"{\n",
" \"action\": \"Final Answer\",\n",
" \"action_input\": \"The last letter in your name is 'b'. The Argentina national football team won the World Cup in 1978.\"\n",
" \"action_input\": \"The last letter in your name is 'b', and the winner of the 1978 World Cup was the Argentina national football team.\"\n",
"}\n",
"```\u001b[0m\n",
"\n",
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{
"data": {
"text/plain": [
"\"The last letter in your name is 'b'. The Argentina national football team won the World Cup in 1978.\""
"\"The last letter in your name is 'b', and the winner of the 1978 World Cup was the Argentina national football team.\""
]
},
"execution_count": 9,
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" \"action\": \"Current Search\",\n",
" \"action_input\": \"weather in pomfret\"\n",
"}\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mMostly cloudy with gusty winds developing during the afternoon. A few flurries or snow showers possible. High near 40F. Winds NNW at 20 to 30 mph.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m{\n",
"Observation: \u001b[36;1m\u001b[1;3m10 Day Weather-Pomfret, CT ; Sun 16. 64° · 50°. 24% · NE 7 mph ; Mon 17. 58° · 45°. 70% · ESE 8 mph ; Tue 18. 57° · 37°. 8% · WSW 15 mph.\u001b[0m\n",
"Thought:"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:root:Failed to persist run: HTTPConnectionPool(host='localhost', port=8000): Max retries exceeded with url: /chain-runs (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x13fa9d7f0>: Failed to establish a new connection: [Errno 61] Connection refused'))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[32;1m\u001b[1;3m{\n",
" \"action\": \"Final Answer\",\n",
" \"action_input\": \"The weather in Pomfret is mostly cloudy with gusty winds developing during the afternoon. A few flurries or snow showers are possible. High near 40F. Winds NNW at 20 to 30 mph.\"\n",
" \"action_input\": \"The weather in Pomfret, CT for the next 10 days is as follows: Sun 16. 64° · 50°. 24% · NE 7 mph ; Mon 17. 58° · 45°. 70% · ESE 8 mph ; Tue 18. 57° · 37°. 8% · WSW 15 mph.\"\n",
"}\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
Expand All @@ -265,7 +341,7 @@
{
"data": {
"text/plain": [
"'The weather in Pomfret is mostly cloudy with gusty winds developing during the afternoon. A few flurries or snow showers are possible. High near 40F. Winds NNW at 20 to 30 mph.'"
"'The weather in Pomfret, CT for the next 10 days is as follows: Sun 16. 64° · 50°. 24% · NE 7 mph ; Mon 17. 58° · 45°. 70% · ESE 8 mph ; Tue 18. 57° · 37°. 8% · WSW 15 mph.'"
]
},
"execution_count": 10,
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