Learn LangChain in 7 Easy Steps
In this tutorial, I will teach you LangChain as efficiently as possible by breaking down the framework into seven key components you need to understand to start developing more advanced LLM applications.
AI & Analytics Playbooks for Marketing, CRM & Ecommerce
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How to Build Dashboards in Minutes with LLMs
This tutorial will explore building dashboards using Large Language Models (LLMs) and LangChain. We will use LangChain chains to extract insights from BigQuery by first generating SQL and then pushing the generated SQL to BigQuery as views, forming the basis for interactive dashboards.
Robust Text-to-SQL With LangChain
This guide helps data analysts, data scientists, and developers leverage LLMs for generating SQL queries from natural language questions, making complex data wrangling in BigQuery and other SQL databases more accessible and intuitive.
Deep Cohort Analysis with LangGraph
This playbook walks you through building an AI-powered cohort analysis system that automatically discovers which customer segments have the highest retention rates. The LangGraph pipeline dynamically analyzes multiple dimensions and delivers AI-generated insights for targeted retention strategies.
How to Analyze a Customer Base With AI
This playbook walks you through building an AI-powered CLV analysis system that reveals which customers drive long-term profitability. The LangGraph pipeline applies statistical models to predict behavior and delivers AI recommendations for optimization.
Shopify Revenue Agent Uncovers Leaks with SQL Trees
This playbook walks you through building an AI Flow that dissects ecommerce revenue drivers across a customer base. The LangGraph-based system breaks down top-line metrics into their component parts, identifies root causes, and delivers prioritized recommendations to improve performance
How to Extract Instant Value from Data with Agents
What if you could compress months of data analysis into minutes, with better results? Let's explore how agents can transform data into a value-generation engine, delivering prioritized business recommendations and immediate ROI.
Conversion Funnel Agent
In this playbook, we'll build a funnel optimization agent that analyzes GA4 ecommerce data with BigQuery SQL, generates recommendations for both product strategy and funnel improvements, and creates an executive summary with prioritized action items to boost conversion rates and increase revenue.
Instant Customer Acquisition Reports
In this playbook, we'll build a customer acquisition reporting agent that analyzes GA4 traffic patterns through BigQuery SQL, generates channel-specific AI recommendations, and provides actionable insights to improve marketing effectiveness.
