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harrison/agent_multi_inputs
Harrison Chase 1 year ago
parent 16201f1d77
commit aacd417076
1 changed files with 45 additions and 30 deletions
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75
docs/examples/agents/mrkl.ipynb
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@ -32,7 +32,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": 21,
"id": "07e96d99",
"metadata": {},
"outputs": [],
@ -46,7 +46,7 @@
" Tool(\n",
" name = \"Search\",\n",
" func=search.run,\n",
" description=\"useful for when you need to answer questions about current events\"\n",
" description=\"useful for when you need to answer questions about current events. You should ask targeted questions\"\n",
" ),\n",
" Tool(\n",
" name=\"Calculator\",\n",
@ -56,14 +56,14 @@
" Tool(\n",
" name=\"FooBar DB\",\n",
" func=db_chain.run,\n",
" description=\"useful for when you need to answer questions about FooBar. Input should be in the form of a question\"\n",
" description=\"useful for when you need to answer questions about FooBar. Input should be in the form of a question containing full context\"\n",
" )\n",
"]"
]
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 22,
"id": "a069c4b6",
"metadata": {},
"outputs": [],
@ -73,7 +73,7 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 29,
"id": "e603cd7d",
"metadata": {},
"outputs": [
@ -84,40 +84,55 @@
"\n",
"\n",
"\u001b[1m> Entering new ZeroShotAgent chain...\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to use a calculator to solve this.\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to find out who Olivia Wilde's boyfriend is and then calculate his age raised to the 0.23 power.\n",
"Action: Search\n",
"Action Input: \"Who is Olivia Wilde's boyfriend?\"\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mOlivia Wilde started dating Harry Styles after ending her years-long engagement to Jason Sudeikis — see their relationship timeline.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to find out Harry Styles' age.\n",
"Action: Search\n",
"Action Input: \"How old is Harry Styles?\"\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3m28 years\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to calculate 28 raised to the 0.23 power.\n",
"Action: Calculator\n",
"Action Input: (age of Olivia Wilde's boyfriend)^0.23\u001b[0m\n",
"Action Input: 28^0.23\u001b[0m\n",
"\n",
"\u001b[1m> Entering new LLMMathChain chain...\u001b[0m\n",
"(age of Olivia Wilde's boyfriend)^0.23\u001b[32;1m\u001b[1;3m\n",
"28^0.23\u001b[32;1m\u001b[1;3m\n",
"\n",
"Answer: 2.8379908717450045\u001b[0m\n",
"```python\n",
"import math\n",
"print(math.pow(28, 0.23))\n",
"```\n",
"\u001b[0m\n",
"Answer: \u001b[33;1m\u001b[1;3m2.1520202182226886\n",
"\u001b[0m\n",
"\u001b[1m> Finished LLMMathChain chain.\u001b[0m\n",
"\n",
"Observation: \u001b[33;1m\u001b[1;3mAnswer: 2.8379908717450045\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer\n",
"Final Answer: 2.8379908717450045\u001b[0m\n",
"Observation: \u001b[33;1m\u001b[1;3mAnswer: 2.1520202182226886\n",
"\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer.\n",
"Final Answer: Harry Styles, Olivia Wilde's boyfriend, is 28 years old and his age raised to the 0.23 power is 2.1520202182226886.\u001b[0m\n",
"\u001b[1m> Finished ZeroShotAgent chain.\u001b[0m\n"
]
},
{
"data": {
"text/plain": [
"'2.8379908717450045'"
"\"Harry Styles, Olivia Wilde's boyfriend, is 28 years old and his age raised to the 0.23 power is 2.1520202182226886.\""
]
},
"execution_count": 8,
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mrkl.run(\"What is the age of Olivia Wilde's boyfriend raised to the 0.23 power?\")"
"mrkl.run(\"Who is Olivia Wilde's boyfriend? What is his current age raised to the 0.23 power?\")"
]
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 25,
"id": "a5c07010",
"metadata": {},
"outputs": [
@ -128,46 +143,46 @@
"\n",
"\n",
"\u001b[1m> Entering new ZeroShotAgent chain...\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to find out who released the album and if they are in the FooBar database.\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to find out the artist's full name and then search the FooBar database for their albums.\n",
"Action: Search\n",
"Action Input: \"The Storm Before the Calm\" album\u001b[0m\n",
"Action Input: \"The Storm Before the Calm\" artist\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mThe Storm Before the Calm (stylized in all lowercase) is the tenth (and eighth international) studio album by Canadian-American singer-songwriter Alanis ...\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to check if Alanis is in the FooBar database\n",
"Thought:\u001b[32;1m\u001b[1;3m I now need to search the FooBar database for Alanis Morissette's albums\n",
"Action: FooBar DB\n",
"Action Input: \"Alanis\"\u001b[0m\n",
"Action Input: What albums by Alanis Morissette are in the FooBar database?\u001b[0m\n",
"\n",
"\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n",
"Alanis \n",
"SQLQuery:\u001b[32;1m\u001b[1;3m SELECT FirstName, LastName FROM Customer WHERE FirstName LIKE 'Alanis'\u001b[0m\n",
"SQLResult: \u001b[33;1m\u001b[1;3m[]\u001b[0m\n",
"Answer:\u001b[32;1m\u001b[1;3m No results found.\u001b[0m\n",
"What albums by Alanis Morissette are in the FooBar database? \n",
"SQLQuery:\u001b[32;1m\u001b[1;3m SELECT Title FROM Album INNER JOIN Artist ON Album.ArtistId = Artist.ArtistId WHERE Artist.Name = 'Alanis Morissette';\u001b[0m\n",
"SQLResult: \u001b[33;1m\u001b[1;3m[('Jagged Little Pill',)]\u001b[0m\n",
"Answer:\u001b[32;1m\u001b[1;3m The album 'Jagged Little Pill' by Alanis Morissette is in the FooBar database.\u001b[0m\n",
"\u001b[1m> Finished SQLDatabaseChain chain.\u001b[0m\n",
"\n",
"Observation: \u001b[38;5;200m\u001b[1;3m No results found.\u001b[0m\n",
"Observation: \u001b[38;5;200m\u001b[1;3m The album 'Jagged Little Pill' by Alanis Morissette is in the FooBar database.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer\n",
"Final Answer: Alanis released the album The Storm Before the Calm, but she is not in the FooBar database.\u001b[0m\n",
"Final Answer: Alanis Morissette's album 'Jagged Little Pill' is in the FooBar database.\u001b[0m\n",
"\u001b[1m> Finished ZeroShotAgent chain.\u001b[0m\n"
]
},
{
"data": {
"text/plain": [
"'Alanis released the album The Storm Before the Calm, but she is not in the FooBar database.'"
"\"Alanis Morissette's album 'Jagged Little Pill' is in the FooBar database.\""
]
},
"execution_count": 9,
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mrkl.run(\"Who recently released an album called 'The Storm Before the Calm' and are they in the FooBar database? If so, what albums of theirs are in the FooBar database?\")"
"mrkl.run(\"What is the full name of the artist who recently released an album called 'The Storm Before the Calm' and are they in the FooBar database? If so, what albums of theirs are in the FooBar database?\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d7c2e6ac",
"id": "3f13b1c3",
"metadata": {},
"outputs": [],
"source": []

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