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langchain - Build AI agent workflows with LangChain

Build LLM orchestration, agents, RAG pipelines, tools, memory, callbacks, and deployment

Tags

Updated: 2026-03-19

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • edit Python code
  • create agents
  • define tools
  • create chains
  • implement memory
  • build retrievers
  • write RAG pipelines
  • create runnables
  • implement callbacks
  • deploy services

Inputs

  • Python code
  • OpenAI API key
  • documents
  • vector store
  • chat messages
  • system prompts

Outputs

  • LLM response
  • retrieved documents
  • agent answer
  • tool output
  • log messages
  • deployed endpoint

Requirements

  • Python environment
  • langchain package
  • langchain_core package
  • OpenAI API access

Source

  • Spec: SKILL.md

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AI agents
LLM
RAG
LangChain
Python
deployment
orchestration
tools
callbacks
memory
edit Python code
create agents
define tools
create chains
Python code
OpenAI API key
documents
LLM response
retrieved documents
agent answer