langchain-rag-agents
CommunityBuild LangChain RAG agents with create_agent.
Authorchristian-bromann
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Creating RAG-enabled LangChain agents requires coordinating retrieval, reasoning, and tool use. This Skill provides a blueprint for constructing agents using create_agent, along with guidance on when to apply agentic versus 2-step RAG patterns.
Core Features & Use Cases
- Create and configure RAG agents with LangChain's create_agent API.
- Compare agentic RAG vs 2-step RAG patterns for different workloads.
- Build retrieval tools, manage multi-step retrieval, and handle context efficiently in production.
- Apply to knowledge-base search, research assistants, and complex information gathering tasks.
Quick Start
Install dependencies and follow the guided workflow to instantiate a basic RAG agent.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: langchain-rag-agents Download link: https://github.com/christian-bromann/langchain-skills/archive/main.zip#langchain-rag-agents Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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