Class LLMSingleActionAgent

Class representing a single action agent using a LLMChain in LangChain. Extends the BaseSingleActionAgent class and provides methods for planning agent actions based on LLMChain outputs.

Example

const customPromptTemplate = new CustomPromptTemplate({
  tools: [new Calculator()],
  inputVariables: ["input", "agent_scratchpad"],
});
const customOutputParser = new CustomOutputParser();
const agent = new LLMSingleActionAgent({
  llmChain: new LLMChain({
    prompt: customPromptTemplate,
    llm: new ChatOpenAI({ temperature: 0 }),
  }),
  outputParser: customOutputParser,
  stop: ["\nObservation"],
});
const executor = new AgentExecutor({
  agent,
  tools: [new Calculator()],
});
const result = await executor.invoke({
  input:
    "Who is Olivia Wilde's boyfriend? What is his current age raised to the 0.23 power?",
});
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