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LLM & RAG Systems

Building with large language models. RAG architectures, prompt engineering, model selection, and private AI infrastructure.

Tutorial 2: Prompt Engineering for Production

Tutorial 2: Prompt Engineering for Production

Tutorial 2: Prompt Engineering for Production

LLM & RAG SYSTEMS

Contributor

Jun 143 min read

Tutorial 5: Chain-of-Thought Prompts

Tutorial 5: Chain-of-Thought Prompts

Tutorial 5: Chain-of-Thought Prompts

LLM & RAG SYSTEMS

Contributor

Jun 133 min read

Tutorial 5: A/B Test Prompts in Production

Tutorial 5: A/B Test Prompts in Production

Tutorial 5: A/B Test Prompts in Production

LLM & RAG SYSTEMS

Contributor

Jun 123 min read

Tutorial 3: LLM-as-Judge for Subjective Criteria

Tutorial 3: LLM-as-Judge for Subjective Criteria

Tutorial 3: LLM-as-Judge for Subjective Criteria

LLM & RAG SYSTEMS

Contributor

Jun 73 min read

Tutorial 8: Reduce Hallucinations

Tutorial 8: Reduce Hallucinations

Tutorial 8: Reduce Hallucinations

LLM & RAG SYSTEMS

Contributor

Jun 53 min read

Tutorial 8: AI Agents for Engineering

Tutorial 8: AI Agents for Engineering

Tutorial 8: AI Agents for Engineering

LLM & RAG SYSTEMS

Contributor

Jun 43 min read

Tutorial 10: Continuous Evaluation in Production

Tutorial 10: Continuous Evaluation in Production

Tutorial 10: Continuous Evaluation in Production

LLM & RAG SYSTEMS

Contributor

May 313 min read

Tutorial 10: Evaluate Prompt Quality

Tutorial 10: Evaluate Prompt Quality

Tutorial 10: Evaluate Prompt Quality

LLM & RAG SYSTEMS

Contributor

May 303 min read

Tutorial 1: Build Your First Eval Set

Tutorial 1: Build Your First Eval Set

Tutorial 1: Build Your First Eval Set

LLM & RAG SYSTEMS

Contributor

May 303 min read

Abstract illustration of AI with silhouette head full of eyes, symbolizing observation and technology.

Abstract illustration of AI with silhouette head full of eyes, symbolizing observation and technology.

Prompt Engineering Is Just Clear Thinking

LLM & RAG SYSTEMS

Contributor

Apr 304 min read

A modern humanoid robot with digital face and luminescent screen.

A modern humanoid robot with digital face and luminescent screen.

LLM Safety and Guardrails in Production

LLM & RAG SYSTEMS

Contributor

Mar 175 min read

Smartphone displaying AI app with book on AI technology in background.

Smartphone displaying AI app with book on AI technology in background.

Retrieval Tuning: Making RAG Actually Find the Right Stuff

LLM & RAG SYSTEMS

Contributor

Mar 16 min read

Robotic hand reaching into a digital network.

Robotic hand reaching into a digital network.

What Are Large Language Models?

LLM & RAG SYSTEMS

Contributor

Feb 265 min read

Close-up of a futuristic robot toy on a reflective surface.

Close-up of a futuristic robot toy on a reflective surface.

Embedding Strategies That Make or Break Retrieval

LLM & RAG SYSTEMS

Contributor

Feb 205 min read

Advanced humanoid robot with glowing blue accents.

Advanced humanoid robot with glowing blue accents.

LLM Evaluation Frameworks: Measuring What You Cannot See

LLM & RAG SYSTEMS

Contributor

Jan 196 min read

Close-up of a futuristic humanoid robot with metallic armor.

Close-up of a futuristic humanoid robot with metallic armor.

What LLMs Get Wrong About Code (and How to Catch It)

LLM & RAG SYSTEMS

Contributor

Dec 6, 20255 min read

Close-up of a white and blue robot against a futuristic tech backdrop.

Close-up of a white and blue robot against a futuristic tech backdrop.

LLM Application Patterns: From Simple Completions to Reasoning Systems

LLM & RAG SYSTEMS

Contributor

Nov 15, 20255 min read

Close-up of a futuristic humanoid robot with a luminescent display.

Close-up of a futuristic humanoid robot with a luminescent display.

RAG Architecture: When Your LLM Needs Real Data

LLM & RAG SYSTEMS

Contributor

Nov 13, 20255 min read

Close-up of a humanoid robot with a futuristic design.

Close-up of a humanoid robot with a futuristic design.

What LLMs Can't Do (And Why That Matters)

LLM & RAG SYSTEMS

Contributor

Oct 27, 20256 min read

A futuristic humanoid robot in an indoor Tokyo setting.

A futuristic humanoid robot in an indoor Tokyo setting.

Prompting 101: How to Talk to AI

LLM & RAG SYSTEMS

Contributor

Oct 12, 20256 min read

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