langchain-react-agent | babysitter | ClaudePluginHub

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langchain-react-agent

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411

Description

LangChain ReAct agent implementation with tool binding for reasoning and action loops

AI Summary

Implements LangChain ReAct agents with tool binding for reasoning and action loops.

Install

1

Run in your terminal

$

npx claudepluginhub a5c-ai/babysitter

Tool Access

This skill is limited to using the following tools:

ReadWriteEditBashGlobGrep

Supporting Assets

View in Repository

README.md

Skill Content

LangChain ReAct Agent Skill

Capabilities

Implement ReAct (Reasoning + Acting) agent patterns using LangChain
Configure tool binding and function calling for agents
Design thought-action-observation loops
Integrate with various LLM providers (OpenAI, Anthropic, etc.)
Handle agent memory and state persistence
Implement error handling and retry logic for agent actions

Target Processes

react-agent-implementation
function-calling-agent

Implementation Details

Core Components

Agent Executor Setup: Configure LangChain AgentExecutor with appropriate settings
Tool Integration: Bind tools with proper schemas and descriptions
Prompt Engineering: Design system prompts for ReAct reasoning patterns
Output Parsing: Parse agent outputs and handle structured responses

Configuration Options

LLM model selection and parameters
Tool definitions and schemas
Memory type (buffer, summary, vector)
Max iterations and timeout settings
Verbose/debug mode configuration

Dependencies

langchain
langchain-openai / langchain-anthropic
Python 3.9+

Links

GitHub Stats

21 forks

Updated 1 month ago

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