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Cole Medin

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The PROVEN Solution for Unbelievable RAG Performance (LightRAG Guide)

The PROVEN Solution for Unbelievable RAG Performance (LightRAG Guide)

Cole Medin April 7, 2025
Providing our AI Agents with external knowledge through RAG is crucial for a majority of AI applications. But generally, a …
 
BRAND NEW "Stealth" LLM Released on OpenRouter (It's a BEAST)

BRAND NEW "Stealth" LLM Released on OpenRouter (It's a BEAST)

Cole Medin April 4, 2025
I almost never post off schedule but this new secret LLM is worth showcasing. OpenRouter has recently partnered with an …
 
Build an ARMY of AI Agents on Autopilot with Archon, Here's How

Build an ARMY of AI Agents on Autopilot with Archon, Here's How

Cole Medin April 3, 2025
Archon is the first agent of its kind - an open source AI agent that literally creates other AI agents …
 
I Built a Supabase MCP Server with Windsurf in ONE TRY

I Built a Supabase MCP Server with Windsurf in ONE TRY

Cole Medin April 1, 2025
I've been working on perfecting my process for using AI IDEs like Windsurf and Cursor, and recently on my channel …
 
Code 100x Faster with AI, Here's How (No Hype, FULL Process)

Code 100x Faster with AI, Here's How (No Hype, FULL Process)

Cole Medin March 31, 2025
Everyone knows that if you aren’t using an AI coding assistant, you are going to fall behind no matter what …
 
The MCP Integration EVERYONE is Sleeping On (MCP + Custom AI Agents)

The MCP Integration EVERYONE is Sleeping On (MCP + Custom AI Agents)

Cole Medin March 27, 2025
The Model Context Protocol (MCP) has everyone including myself fired up because of the way it standardizes connecting tools to …
 
10x Your AI Agents with this ONE Agent Architecture

10x Your AI Agents with this ONE Agent Architecture

Cole Medin March 24, 2025
Complex problems always yield better results when tackled by teams of people with different specializations. The same principle applies to …
 
Claude MCP has Changed AI Forever - Here's What You NEED to Know

Claude MCP has Changed AI Forever - Here's What You NEED to Know

Cole Medin March 20, 2025
Everyone is starting to realize how big of a deal Claude’s Model Context Protocol (MCP) is - it’s the first …
 
OpenAI’s BRAND NEW Agents SDK (Crash Course)

OpenAI’s BRAND NEW Agents SDK (Crash Course)

Cole Medin March 17, 2025
OpenAI has JUST released their Agents SDK, a production ready upgrade of Swarm that makes it a walk in the …
 
Create Your Own Private Local AI Cloud Stack in Under 20 Minutes

Create Your Own Private Local AI Cloud Stack in Under 20 Minutes

Cole Medin March 13, 2025
I've gotten a LOT of requests for this video so I'm really excited for this one! I’ve covered the Local …
 
Build AI Agents that EVOLVE Over Time

Build AI Agents that EVOLVE Over Time

Cole Medin March 11, 2025
One of the biggest advantages of building AI agents over traditional automations is that they are supposed to act more …
 
Build AI Agents that EVOLVE Over Time

Build AI Agents that EVOLVE Over Time

Cole Medin March 10, 2025
One of the biggest advantages of building AI agents over traditional automations is that they are supposed to act more …
 
The ULTIMATE n8n RAG AI Agent Template - Local AI Edition

The ULTIMATE n8n RAG AI Agent Template - Local AI Edition

Cole Medin March 6, 2025
Retrieval Augmented Generation (RAG) is the most widely adopted method for giving AI agents access to your knowledge base so …
 
An AI Agent that BUILDS AI Agents

An AI Agent that BUILDS AI Agents

Cole Medin March 4, 2025
Archon is the world's first "Agenteer" - an AI agent that literally creates other AI agents from scratch! All with …
 
Introducing Archon - an AI Agent that BUILDS AI Agents

Introducing Archon - an AI Agent that BUILDS AI Agents

Cole Medin March 3, 2025
Archon is the world's first "Agenteer" - an AI agent that literally creates other AI agents from scratch! All with …
 
I Built the ULTIMATE n8n RAG AI Agent Template

I Built the ULTIMATE n8n RAG AI Agent Template

Cole Medin February 27, 2025
RAG (Retrieval Augmented Generation) is the most popular tool to give AI agents access to your knowledge base so it …
 
Are You Building REAL AI Agents or Just Using LLMs?

Are You Building REAL AI Agents or Just Using LLMs?

Cole Medin February 24, 2025
These days it feels like everyone puts an LLM into any program or flow and calls it an agent - …
 
Coding Subagents - The Next Evolution of AI IDEs

Coding Subagents - The Next Evolution of AI IDEs

Cole Medin February 20, 2025
Everyone is using an AI IDE for coding like Windsurf or Cursor now. They make you ultra productive and have …
 
Run Supabase 100% LOCALLY for Your AI Agents

Run Supabase 100% LOCALLY for Your AI Agents

Cole Medin February 19, 2025
The local AI package - which up until this point has included Ollama, n8n, Postgres, Qdrant, Open WebUI, and Flowise, …
 
Run Supabase 100% LOCALLY for Your AI Agents

Run Supabase 100% LOCALLY for Your AI Agents

Cole Medin February 17, 2025
The local AI package - which up until this point has included Ollama, n8n, Postgres, Qdrant, Open WebUI, and Flowise, …
 
Build POWERFUL AI Agents with Pydantic AI and LangGraph

Build POWERFUL AI Agents with Pydantic AI and LangGraph

Cole Medin February 16, 2025
Forget the overcomplicated abstractions of some frameworks - harnessing the simplicity and power of Pydantic AI combined with the flexibility …
 
This is Hands Down the BEST Way to Build AI Agents

This is Hands Down the BEST Way to Build AI Agents

Cole Medin February 13, 2025
This is the ultimate deep dive into building AI agents with Pydantic AI and LangGraph - my two favorite frameworks …
 
oTTomator AI Agent Hackathon Finale!! + Teasing Something BIG

oTTomator AI Agent Hackathon Finale!! + Teasing Something BIG

Cole Medin February 10, 2025
Real time announcement of the winners of the oTTomator Live Agent Studio Hackathon! Check out all the agents here on …
 
Let's Settle the o3-mini Vs. R1 Debate for Coding ONCE and for ALL

Let's Settle the o3-mini Vs. R1 Debate for Coding ONCE and for ALL

Cole Medin February 6, 2025
After the release of DeepSeek R1, an incredible open source reasoning LLM, OpenAI almost immediately fired back with the public …