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Harrison Chase
2022-12-10 23:34:43 -08:00
parent 440083fb35 e02d6b2288
commit 16201f1d77
42 changed files with 2530 additions and 516 deletions
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docs/examples/agents/mrkl.ipynb
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@@ -73,7 +73,7 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 8,
"id": "e603cd7d",
"metadata": {},
"outputs": [
@@ -81,43 +81,32 @@
"name": "stdout",
"output_type": "stream",
"text": [
"What is the age of Olivia Wilde's boyfriend raised to the 0.23 power?\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to find the age of Olivia Wilde's boyfriend\n",
"Action: Search\n",
"Action Input: \"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 the age of Harry Styles\n",
"Action: Search\n",
"Action Input: \"Harry Styles age\"\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 to the 0.23 power\n",
"\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",
"Action: Calculator\n",
"Action Input: 28^0.23\u001b[0m\n",
"Action Input: (age of Olivia Wilde's boyfriend)^0.23\u001b[0m\n",
"\n",
"\u001b[1m> Entering new chain...\u001b[0m\n",
"28^0.23\u001b[32;1m\u001b[1;3m\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",
"\n",
"```python\n",
"print(28**0.23)\n",
"```\n",
"\u001b[0m\n",
"Answer: \u001b[33;1m\u001b[1;3m2.1520202182226886\n",
"\u001b[0m\n",
"\u001b[1m> Finished chain.\u001b[0m\n",
"Answer: 2.8379908717450045\u001b[0m\n",
"\u001b[1m> Finished LLMMathChain chain.\u001b[0m\n",
"\n",
"Observation: \u001b[33;1m\u001b[1;3mAnswer: 2.1520202182226886\n",
"\u001b[0m\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: 2.1520202182226886\u001b[0m"
"Final Answer: 2.8379908717450045\u001b[0m\n",
"\u001b[1m> Finished ZeroShotAgent chain.\u001b[0m\n"
]
},
{
"data": {
"text/plain": [
"'2.1520202182226886'"
"'2.8379908717450045'"
]
},
"execution_count": 4,
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
@@ -128,7 +117,7 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 9,
"id": "a5c07010",
"metadata": {},
"outputs": [
@@ -136,46 +125,37 @@
"name": "stdout",
"output_type": "stream",
"text": [
"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?\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to find an album called 'The Storm Before the Calm'\n",
"\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",
"Action: Search\n",
"Action Input: \"The Storm Before the Calm album\"\u001b[0m\n",
"Action Input: \"The Storm Before the Calm\" album\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",
"Action: FooBar DB\n",
"Action Input: \"Does Alanis Morissette exist in the FooBar database?\"\u001b[0m\n",
"Action Input: \"Alanis\"\u001b[0m\n",
"\n",
"\u001b[1m> Entering new chain...\u001b[0m\n",
"Does Alanis Morissette exist in the FooBar database?\n",
"SQLQuery:\u001b[32;1m\u001b[1;3m SELECT * FROM Artist WHERE Name = 'Alanis Morissette'\u001b[0m\n",
"SQLResult: \u001b[33;1m\u001b[1;3m[(4, 'Alanis Morissette')]\u001b[0m\n",
"Answer:\u001b[32;1m\u001b[1;3m Yes\u001b[0m\n",
"\u001b[1m> Finished chain.\u001b[0m\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",
"\u001b[1m> Finished SQLDatabaseChain chain.\u001b[0m\n",
"\n",
"Observation: \u001b[38;5;200m\u001b[1;3m Yes\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I need to find out what albums of Alanis's are in the FooBar database\n",
"Action: FooBar DB\n",
"Action Input: \"What albums by Alanis Morissette are in the FooBar database?\"\u001b[0m\n",
"\n",
"\u001b[1m> Entering new chain...\u001b[0m\n",
"What albums by Alanis Morissette are in the FooBar database?\n",
"SQLQuery:\u001b[32;1m\u001b[1;3m SELECT Album.Title FROM Album 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 Jagged Little Pill\u001b[0m\n",
"\u001b[1m> Finished chain.\u001b[0m\n",
"\n",
"Observation: \u001b[38;5;200m\u001b[1;3m Jagged Little Pill\u001b[0m\n",
"Observation: \u001b[38;5;200m\u001b[1;3m No results found.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer\n",
"Final Answer: The album is by Alanis Morissette and the albums in the FooBar database by her are Jagged Little Pill\u001b[0m"
"Final Answer: Alanis released the album The Storm Before the Calm, but she is not in the FooBar database.\u001b[0m\n",
"\u001b[1m> Finished ZeroShotAgent chain.\u001b[0m\n"
]
},
{
"data": {
"text/plain": [
"'The album is by Alanis Morissette and the albums in the FooBar database by her are Jagged Little Pill'"
"'Alanis released the album The Storm Before the Calm, but she is not in the FooBar database.'"
]
},
"execution_count": 5,
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@@ -209,7 +189,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.6"
"version": "3.10.8"
}
},
"nbformat": 4,