mirror of
https://github.com/hwchase17/langchain.git
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Make Tools own model, add ToolKit Concept (#1095)
Follow-up of @hinthornw's PR: - Migrate the Tool abstraction to a separate file (`BaseTool`). - `Tool` implementation of `BaseTool` takes in function and coroutine to more easily maintain backwards compatibility - Add a Toolkit abstraction that can own the generation of tools around a shared concept or state --------- Co-authored-by: William FH <13333726+hinthornw@users.noreply.github.com> Co-authored-by: Harrison Chase <hw.chase.17@gmail.com> Co-authored-by: Francisco Ingham <fpingham@gmail.com> Co-authored-by: Dhruv Anand <105786647+dhruv-anand-aintech@users.noreply.github.com> Co-authored-by: cragwolfe <cragcw@gmail.com> Co-authored-by: Anton Troynikov <atroyn@users.noreply.github.com> Co-authored-by: Oliver Klingefjord <oliver@klingefjord.com> Co-authored-by: William Fu-Hinthorn <whinthorn@Williams-MBP-3.attlocal.net> Co-authored-by: Bruno Bornsztein <bruno.bornsztein@gmail.com>
This commit is contained in:
Ankush Gola
GitHub
@@ -96,12 +96,8 @@
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Jason Sudeikis' age\n",
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"Action: Search\n",
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"Action Input: \"Jason Sudeikis age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mDaniel Jason Sudeikis is an American actor, comedian, writer, and producer. In the 1990s, he began his career in improv comedy and performed with ComedySportz, iO Chicago, and The Second City.\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Jason Sudeikis' exact age\n",
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"Action: Search\n",
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"Action Input: \"Jason Sudeikis age exact\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mDaniel Jason Sudeikis. (1975-09-18) September 18, 1975 (age 47). Fairfax, Virginia, U.S. · Fort Scott Community College · Actor; comedian; producer; writer · 1997– ...\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now have the information I need to calculate the age raised to the 0.23 power\n",
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"Observation: \u001b[33;1m\u001b[1;3m47 years\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to calculate 47 raised to the 0.23 power\n",
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"Action: Calculator\n",
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"Action Input: 47^0.23\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.4242784855673896\n",
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@@ -116,18 +112,17 @@
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"\u001b[32;1m\u001b[1;3m I need to find out who won the grand prix and then calculate their age raised to the 0.23 power.\n",
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"Action: Search\n",
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"Action Input: \"Formula 1 Grand Prix Winner\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mMax Emilian Verstappen is a Belgian-Dutch racing driver and the 2021 and 2022 Formula One World Champion. He competes under the Dutch flag in Formula One with Red Bull Racing. Verstappen is the son of racing drivers Jos Verstappen, who also competed in Formula One, and Sophie Kumpen.\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Max Emilian Verstappen's age.\n",
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"Observation: \u001b[33;1m\u001b[1;3mMax Verstappen\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Max Verstappen's age\n",
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"Action: Search\n",
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"Action Input: \"Max Emilian Verstappen age\"\u001b[0m\n",
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"Action Input: \"Max Verstappen Age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3m25 years\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now need to calculate 25 raised to the 0.23 power.\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to calculate 25 raised to the 0.23 power\n",
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"Action: Calculator\n",
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"Action Input: 25^0.23\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.096651272316035\n",
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"\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer.\n",
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"Final Answer: Max Emilian Verstappen, who is 25 years old, won the most recent Formula 1 Grand Prix and his age raised to the 0.23 power is 2.096651272316035.\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 1.84599359907945\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer\n",
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"Final Answer: Max Verstappen, 25 years old, raised to the 0.23 power is 1.84599359907945.\u001b[0m\n",
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"\n",
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"\u001b[1m> Finished chain.\u001b[0m\n",
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"\n",
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@@ -140,14 +135,14 @@
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Bianca Andreescu's age.\n",
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"Action: Search\n",
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"Action Input: \"Bianca Andreescu age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mBianca Vanessa Andreescu is a Canadian-Romanian professional tennis player. She has a career-high ranking of No. 4 in the world, and is the highest-ranked Canadian in the history of the Women's Tennis Association.\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the age of Bianca Andreescu.\n",
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"Observation: \u001b[33;1m\u001b[1;3m22 years\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the age of Bianca Andreescu and can calculate her age raised to the 0.34 power.\n",
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"Action: Calculator\n",
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"Action Input: 19^0.34\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.7212987634680084\n",
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"Action Input: 22^0.34\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.8603798598506933\n",
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"\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer.\n",
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"Final Answer: Bianca Andreescu, aged 19, won the US Open women's final in 2019. Her age raised to the 0.34 power is 2.7212987634680084.\u001b[0m\n",
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"Final Answer: Bianca Andreescu won the US Open women's final in 2019 and her age raised to the 0.34 power is 2.8603798598506933.\u001b[0m\n",
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"\n",
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"\u001b[1m> Finished chain.\u001b[0m\n",
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"\n",
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@@ -170,7 +165,7 @@
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"Final Answer: Jay-Z is Beyonce's husband and his age raised to the 0.19 power is 2.12624064206896.\u001b[0m\n",
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"\n",
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"\u001b[1m> Finished chain.\u001b[0m\n",
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"Serial executed in 94.83 seconds.\n"
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"Serial executed in 65.11 seconds.\n"
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]
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}
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],
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@@ -217,96 +212,91 @@
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"\n",
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"\n",
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"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
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"\u001b[33;1m\u001b[1;3m I need to find out who Beyonce's husband is and then calculate his age raised to the 0.19 power.\n",
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"\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",
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"Action: Search\n",
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"Action Input: \"Who is Beyonce's husband?\"\u001b[0m\u001b[31;1m\u001b[1;3m I need to find out who won the grand prix and then calculate their age raised to the 0.23 power.\n",
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"Action Input: \"Olivia Wilde boyfriend\"\u001b[0m\u001b[32;1m\u001b[1;3m I need to find out who Beyonce's husband is and then calculate his age raised to the 0.19 power.\n",
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"Action: Search\n",
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"Action Input: \"Formula 1 Grand Prix Winner\"\u001b[0m\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",
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"Action Input: \"Who is Beyonce's husband?\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mJay-Z\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out who won the grand prix and then calculate their age raised to the 0.23 power.\n",
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"Action: Search\n",
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"Action Input: \"Olivia Wilde boyfriend\"\u001b[0m\u001b[38;5;200m\u001b[1;3m I need to find out who won the US Open women's final in 2019 and then calculate her age raised to the 0.34 power.\n",
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"Action Input: \"Formula 1 Grand Prix Winner\"\u001b[0m\u001b[32;1m\u001b[1;3m I need to find out who won the US Open women's final in 2019 and then calculate her age raised to the 0.34 power.\n",
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"Action: Search\n",
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"Action Input: \"US Open women's final 2019 winner\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mJay-Z\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[33;1m\u001b[1;3mMax Emilian Verstappen is a Belgian-Dutch racing driver and the 2021 and 2022 Formula One World Champion. He competes under the Dutch flag in Formula One with Red Bull Racing. Verstappen is the son of racing drivers Jos Verstappen, who also competed in Formula One, and Sophie Kumpen.\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[33;1m\u001b[1;3mJason Sudeikis\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[33;1m\u001b[1;3mMax Verstappen\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[33;1m\u001b[1;3mBianca Andreescu defeated Serena Williams in the final, 6–3, 7–5 to win the women's singles tennis title at the 2019 US Open. It was her first major title, and she became the first Canadian, as well as the first player born in the 2000s, to win a major singles title.\u001b[0m\n",
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"Thought:\u001b[31;1m\u001b[1;3m I need to find out Max Emilian Verstappen's age.\n",
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"Action: Search\n",
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"Action Input: \"Max Emilian Verstappen age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3m25 years\u001b[0m\n",
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"Thought:\u001b[38;5;200m\u001b[1;3m I need to find out Bianca Andreescu's age.\n",
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"Action: Search\n",
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"Action Input: \"Bianca Andreescu age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mBianca Vanessa Andreescu is a Canadian-Romanian professional tennis player. She has a career-high ranking of No. 4 in the world, and is the highest-ranked Canadian in the history of the Women's Tennis Association.\u001b[0m\n",
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"Thought:\u001b[36;1m\u001b[1;3m I need to find out who won the US Open men's final in 2019 and then calculate his age raised to the 0.334 power.\n",
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"Action: Search\n",
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"Action Input: \"US Open men's final 2019 winner\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mRafael Nadal\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Jason Sudeikis' age\n",
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"Action: Search\n",
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"Action Input: \"Jason Sudeikis age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mDaniel Jason Sudeikis is an American actor, comedian, writer, and producer. In the 1990s, he began his career in improv comedy and performed with ComedySportz, iO Chicago, and The Second City.\u001b[0m\n",
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"Thought:\u001b[33;1m\u001b[1;3m I need to find out Jay-Z's age\n",
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"Action Input: \"Jason Sudeikis age\"\u001b[0m\u001b[32;1m\u001b[1;3m I need to find out Jay-Z's age\n",
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"Action: Search\n",
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"Action Input: \"How old is Jay-Z?\"\u001b[0m\u001b[36;1m\u001b[1;3m I need to find out Rafael Nadal's age\n",
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"Action: Search\n",
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"Action Input: \"Rafael Nadal age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3m36 years\u001b[0m\n",
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"Thought:\n",
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"Action Input: \"How old is Jay-Z?\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3m53 years\u001b[0m\n",
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"Thought:\u001b[38;5;200m\u001b[1;3m I now know the age of Bianca Andreescu.\n",
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"Action: Calculator\n",
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"Action Input: 19^0.34\u001b[0m\u001b[31;1m\u001b[1;3m I now need to calculate 25 raised to the 0.23 power.\n",
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"Action: Calculator\n",
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"Action Input: 25^0.23\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.7212987634680084\n",
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"\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Jason Sudeikis' exact age\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out who won the US Open men's final in 2019 and then calculate his age raised to the 0.334 power.\n",
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"Action: Search\n",
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"Action Input: \"Jason Sudeikis age exact\"\u001b[0m\u001b[33;1m\u001b[1;3m I need to calculate 53 raised to the 0.19 power\n",
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"Action Input: \"US Open men's final 2019 winner\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mRafael Nadal defeated Daniil Medvedev in the final, 7–5, 6–3, 5–7, 4–6, 6–4 to win the men's singles tennis title at the 2019 US Open. It was his fourth US ...\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[33;1m\u001b[1;3m47 years\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Max Verstappen's age\n",
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"Action: Search\n",
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"Action Input: \"Max Verstappen Age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3m25 years\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to find out Bianca Andreescu's age.\n",
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"Action: Search\n",
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"Action Input: \"Bianca Andreescu age\"\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3m22 years\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to calculate 53 raised to the 0.19 power\n",
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"Action: Calculator\n",
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"Action Input: 53^0.19\u001b[0m\u001b[36;1m\u001b[1;3m I need to calculate 36 raised to the 0.334 power\n",
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"Action: Calculator\n",
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"Action Input: 36^0.334\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3mDaniel Jason Sudeikis. (1975-09-18) September 18, 1975 (age 47). Fairfax, Virginia, U.S. · Fort Scott Community College · Actor; comedian; producer; writer · 1997– ...\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.096651272316035\n",
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"\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.12624064206896\n",
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"\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 3.3098250249682484\n",
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"\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now have the information I need to calculate the age raised to the 0.23 power\n",
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"Action Input: 53^0.19\u001b[0m\u001b[32;1m\u001b[1;3m I need to find out the age of the winner\n",
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"Action: Search\n",
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"Action Input: \"Rafael Nadal age\"\u001b[0m\u001b[32;1m\u001b[1;3m I need to calculate 47 raised to the 0.23 power\n",
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"Action: Calculator\n",
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"Action Input: 47^0.23\u001b[0m\n",
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"Observation: \u001b[33;1m\u001b[1;3m36 years\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I need to calculate 25 raised to the 0.23 power\n",
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"Action: Calculator\n",
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"Action Input: 25^0.23\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.12624064206896\n",
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"\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the age of Bianca Andreescu and can calculate her age raised to the 0.34 power.\n",
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"Action: Calculator\n",
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"Action Input: 22^0.34\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 1.84599359907945\u001b[0m\n",
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"Thought:\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.4242784855673896\n",
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"\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer.\n",
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"Final Answer: Bianca Andreescu, aged 19, won the US Open women's final in 2019. Her age raised to the 0.34 power is 2.7212987634680084.\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now need to calculate his age raised to the 0.334 power\n",
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"Action: Calculator\n",
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"Action Input: 36^0.334\u001b[0m\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 2.8603798598506933\n",
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"\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer\n",
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"Final Answer: Jay-Z is Beyonce's husband and his age raised to the 0.19 power is 2.12624064206896.\u001b[0m\n",
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"\n",
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"\u001b[1m> Finished chain.\u001b[0m\n",
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"\u001b[32;1m\u001b[1;3m I now know the final answer\n",
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"Final Answer: Jay-Z is Beyonce's husband and his age raised to the 0.19 power is 2.12624064206896.\u001b[0m\n",
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"Final Answer: Max Verstappen, 25 years old, raised to the 0.23 power is 1.84599359907945.\u001b[0m\n",
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"\n",
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"\u001b[1m> Finished chain.\u001b[0m\n",
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"\n",
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"Observation: \u001b[36;1m\u001b[1;3mAnswer: 3.3098250249682484\n",
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"\u001b[0m\n",
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"Thought:\u001b[32;1m\u001b[1;3m I now know the final answer\n",
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"Final Answer: Jason Sudeikis, Olivia Wilde's boyfriend, is 47 years old and his age raised to the 0.23 power is 2.4242784855673896.\u001b[0m\n",
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"\n",
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"\u001b[1m> Finished chain.\u001b[0m\n",
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"\u001b[32;1m\u001b[1;3m I now know the final answer.\n",
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"Final Answer: Bianca Andreescu won the US Open women's final in 2019 and her age raised to the 0.34 power is 2.8603798598506933.\u001b[0m\n",
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"\n",
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"\u001b[1m> Finished chain.\u001b[0m\n",
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"\u001b[32;1m\u001b[1;3m I now know the final answer\n",
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"Final Answer: Rafael Nadal, aged 36, won the US Open men's final in 2019 and his age raised to the 0.334 power is 3.3098250249682484.\u001b[0m\n",
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"\n",
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"\u001b[1m> Finished chain.\u001b[0m\n",
|
||||
"\u001b[32;1m\u001b[1;3m I now know the final answer\n",
|
||||
"Final Answer: Jason Sudeikis, Olivia Wilde's boyfriend, is 47 years old and his age raised to the 0.23 power is 2.4242784855673896.\u001b[0m\n",
|
||||
"\n",
|
||||
"\u001b[1m> Finished chain.\u001b[0m\n",
|
||||
"\u001b[32;1m\u001b[1;3m I now know the final answer.\n",
|
||||
"Final Answer: Max Emilian Verstappen, who is 25 years old, won the most recent Formula 1 Grand Prix and his age raised to the 0.23 power is 2.096651272316035.\u001b[0m\n",
|
||||
"\n",
|
||||
"\u001b[1m> Finished chain.\u001b[0m\n",
|
||||
"Concurrent executed in 25.06 seconds.\n"
|
||||
"Concurrent executed in 12.38 seconds.\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -316,12 +306,10 @@
|
||||
" # To make async requests in Tools more efficient, you can pass in your own aiohttp.ClientSession, \n",
|
||||
" # but you must manually close the client session at the end of your program/event loop\n",
|
||||
" aiosession = ClientSession()\n",
|
||||
" colors = [\"blue\", \"green\", \"red\", \"pink\", \"yellow\"]\n",
|
||||
" for color in colors:\n",
|
||||
" # Use a custom CallbackManager to print in different colors.\n",
|
||||
" manager = CallbackManager([StdOutCallbackHandler(color=color)])\n",
|
||||
" for _ in questions:\n",
|
||||
" manager = CallbackManager([StdOutCallbackHandler()])\n",
|
||||
" llm = OpenAI(temperature=0, callback_manager=manager)\n",
|
||||
" async_tools = load_tools([\"llm-math\", \"serpapi\"], llm=llm, aiosession=aiosession)\n",
|
||||
" async_tools = load_tools([\"llm-math\", \"serpapi\"], llm=llm, aiosession=aiosession, callback_manager=manager)\n",
|
||||
" agents.append(\n",
|
||||
" initialize_agent(async_tools, llm, agent=\"zero-shot-react-description\", verbose=True, callback_manager=manager)\n",
|
||||
" )\n",
|
||||
@@ -415,7 +403,7 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.10.9"
|
||||
"version": "3.9.1"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
|
||||
Reference in New Issue
Block a user