[Solved] Which of the following is the correct way to initialize an agent with tools in Langchain? — Ans: agent = initialize_agent(llm, tools, agent='zero-shot-react-description') | LangChain

LangChain - Agents

Which of the following is the correct way to initialize an agent with tools in Langchain?

Aagent = initialize_agent(agent='zero-shot-react-description', tools, llm)

Bagent = initialize_agent(tools, llm, agent='zero-shot-react-description', verbose=True)

Cagent = initialize_agent(tools, llm, verbose=False, agent='react-zero-shot')

Dagent = initialize_agent(llm, tools, agent='zero-shot-react-description')

Step-by-Step Solution

Solution:

Step 1: Recall initialize_agent parameter order
The correct order is llm first, then tools, followed by named parameters like agent type.
Step 2: Check each option's order and parameters
agent = initialize_agent(llm, tools, agent='zero-shot-react-description') correctly uses llm, tools, agent type string. Others have wrong order or wrong agent name.
Final Answer:
agent = initialize_agent(llm, tools, agent='zero-shot-react-description') -> Option D
Quick Check:
initialize_agent(llm, tools, ...) correct order [OK]

Quick Trick: Remember: llm first, then tools in initialize_agent [OK]

Common Mistakes:

MISTAKES

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Which of the following is the correct way to initialize an agent with tools in Langchain?