agents
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Agent is a class that uses an LLM to choose a sequence of actions to take.
In Chains, a sequence of actions is hardcoded. In Agents, a language model is used as a reasoning engine to determine which actions to take and in which order.
Agents select and use Tools and Toolkits for actions.
Functions
Create pandas dataframe agent by loading csv to a dataframe. |
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Construct a Pandas agent from an LLM and dataframe(s). |
Construct a python agent from an LLM and tool. |
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Construct a Spark agent from an LLM and dataframe. |
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Construct a xorbits agent from an LLM and dataframe. |