Personalizing LLMs: Step-by-Step with LangChain

Rabbitmetrics · Beginner ·🧠 Large Language Models ·2y ago

Skills: LLM Engineering90%

Key Takeaways

This video teaches how to build a LangChain LLM pipeline for Ecommerce using real Shopify data and Redis QuickStart

Original Description

Build a LangChain LLM pipeline for Ecommerce. A step-by-step tutorial with real Shopify data for beginners. Code used in the video: https://github.com/rabbitmetrics/personalize-LLMs Redis QuickStart tutorial: https://youtu.be/MXhfLUoIRno ▬▬▬▬▬▬ V I D E O C H A P T E R S & T I M E S T A M P S ▬▬▬▬▬▬ 0:00 Intro: ML pipelines vs LLM pipelines 3:04 Getting started with Redis, Feast, and BigQuery 6:00 Connecting to Redis 9:15 Contextual/personalization data to BigQuery 10:28 Setting up Feast with Redis and BigQuery 15:35 Personalized Prompt Engineering with LangChain

Watch on YouTube ↗ (saves to browser)

Sign in to unlock AI tutor explanation · ⚡30

More on: LLM Engineering

View skill →

Build an LLM and RAG-based Chat Application using AlloyDB and LangChain

FULLY LOCAL Mistral AI PDF Processing [Hands-on Tutorial]

FULLY LOCAL Mistral AI PDF Processing [Hands-on Tutorial]

Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation

Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation

Ultimate Guide: Deploy Google ADK Agents to Vertex AI & Cloud Run (Step-by-Step Tutorial)

Ultimate Guide: Deploy Google ADK Agents to Vertex AI & Cloud Run (Step-by-Step Tutorial)

Shane | LLM Implementation

How to Make an Asteroids Game Bot (LIVE)

How to Make an Asteroids Game Bot (LIVE)

Using Claude Code + Nano Banana Pro To Create a Dataset of Engineering Drawings

Using Claude Code + Nano Banana Pro To Create a Dataset of Engineering Drawings

Automata Learning Lab

Related Reads

Is AI Quietly Killing the Open Web?

Learn how AI search compares to traditional search engines and its potential impact on the open web

Will Developers Need LLM Integration Skills in 2026 for Success?

Developers will need LLM integration skills in 2026 to stay competitive, learn how to integrate AI into your workflow

I Trained a 471M-Parameter Language Model From Scratch on One RTX 4090 in 100 Hours.

Train a large language model from scratch on a single GPU in under 100 hours, leveraging recent advances in AI hardware and software

Masking PII Without Losing It

Learn to mask personally identifiable information (PII) without losing its value using LLMs, ensuring user privacy and data security

Chapters (6)

Intro: ML pipelines vs LLM pipelines

3:04 Getting started with Redis, Feast, and BigQuery

6:00 Connecting to Redis

9:15 Contextual/personalization data to BigQuery

10:28 Setting up Feast with Redis and BigQuery

15:35 Personalized Prompt Engineering with LangChain

5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems

Dave Ebbelaar (LLM Eng)