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Fast-LLM-Agent-MCP
omerbsezer April 7, 2025
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This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.
Agent Definition
# Fast LLM & Agents & MCPs This repo covers LLM, Agents, MCP Tools, Skills concepts both theoretically and practically: - LLM Architectures, RAG, Fine Tuning, Agents, Tools, MCP, Agent Frameworks, Reference Documents. - Agent Sample Codes with **LangChain & LangGraph (> v1.0.0, prod. version)**. - Agent Sample Codes with **AWS Strands Agents**. - Agent Sample Codes with **Google Agent Development Kit (ADK)**. # LangChain & LangGraph (v1.0.0) - Agent Sample Code & Projects - [Sample-00: Basic Agent](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/00-basic-agent) - [Sample-01: Agent With Static Tools](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/01-agent-with-static-tools) - [Sample-02: Agent With Tools Structured Output](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/02-agent-with-tools-structured-output) - [Sample-03: Agent Short Term Memory](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/03-agent-short-term-memory) - [Sample-04: Agent Messages](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/04-agent-messages) - [Sample-05: Agent PII Middleware Guardrail](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/05-agent-pii-middleware-guardrail) - [Sample-06: Agent Subagents as Tool](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/06-agent-subagents-as-tool) - [Sample-07: Agent Skills](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/07-agent-skills) - [Sample-08: LangGraph Multi Agents Sequential Pattern](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langchain_langgraph/08-langgraph-multi-agents-sequential-pattern) - [Sample-09: LangGraph Multi Agents Generator Evaluator Pattern](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langc
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