Popular GitHub Repositories for Dbt

do more with dbt. dbt-fal helps you run Python alongside dbt, so you can send Slack alerts, detect anomalies and build machine learning models.

This extension makes vscode seamlessly work with dbt?: Auto-complete, preview, column lineage, AI docs generation, health checks, cost estimation etc

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.

Joining the modern data stack with the modern ML stack

A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros.

基于大型语言模型的AI代理，用于自动化dbt项目的數據分析

LLM based AI Agent to automate Data Analysis for dbt projects

The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt

Arquitetura CRM de Baixo Custo com Gen AI, projetada para startups que precisam processar e analisar dados de vendas de forma eficiente.

数据仓库环境下的ELT数据管道实现

开放数据栈平台：一个由开放数据栈工具构建的项目和流程集合，用于构建可扩展、可观察的数据平台。

Simulation of job offers and CVs with real-time processing, classification, and analytics using Kafka, Ray, Spark, and Databricks. Includes a Flask-based recommendation system and Tableau visualizations.

A ✨ meshified ✨ open source sandbox project exploring dbt workflows via a fictional sandwich shop's data. This is a domain-focused node in the mesh focused on marketing models, built on the jaffle-shop-mesh-platform project.

CRM AI analytics for better decision making using a Text-To-SQL agent along with a medallion architecture and data science for statistical modeling

GenAI data pipeline that performs data preparation, management and performance evaluation tasks for RAG systems using SQL as the primary development language. Please feel free to use this as a starting point for your own projects.

An example of using dbt to enrich data in BigQuery with LLM model