LibreChat/api/app/langchain/agents/Functions/initializeFunctionsAgent.js

49 lines
1.1 KiB
JavaScript
Raw Normal View History

// const FunctionsAgent = require('./FunctionsAgent');
// const { AgentExecutor, initializeAgentExecutorWithOptions } = require('langchain/agents');
const { initializeAgentExecutorWithOptions } = require('langchain/agents');
const { BufferMemory, ChatMessageHistory } = require('langchain/memory');
const initializeFunctionsAgent = async ({
tools,
model,
pastMessages,
// currentDateString,
...rest
}) => {
// const agent = FunctionsAgent.fromLLMAndTools(
// model,
// tools,
// {
// currentDateString,
// });
const memory = new BufferMemory({
chatHistory: new ChatMessageHistory(pastMessages),
memoryKey: 'chat_history',
humanPrefix: 'User',
aiPrefix: 'Assistant',
inputKey: 'input',
outputKey: 'output',
returnMessages: true,
});
// return AgentExecutor.fromAgentAndTools({ agent, tools, memory, ...rest });
return await initializeAgentExecutorWithOptions(
tools,
model,
{
agentType: "openai-functions",
memory,
maxIterations: 4,
...rest,
}
);
};
module.exports = initializeFunctionsAgent;