Add Distributed Tracing to a RAG API with OpenTelemetry
What You Will Build In the previous tutorial, we added structured logging and Prometheus monitoring to our production RAG API. […]
Data Engineering Tutorials
Data Engineering Tutorials
Step-by-step data engineering tutorials and analytics guides. Learn how to build real data pipelines, work with Python and SQL, and understand modern data systems.
Data Engineering Tutorials
Add Logging and Monitoring to a RAG API
What You Will Build In this tutorial, you will add logging and monitoring to a RAG API built with FastAPI.
Data Engineering Tutorials
Add Authentication and Rate Limiting to a RAG API
What You Will Build In this tutorial, you will learn how to add authentication and rate limiting to a RAG
Data Engineering Tutorials
Dockerize a RAG Assistant with FastAPI
What You Will Build In this tutorial, you will learn how to dockerize a RAG assistant with FastAPI and package
Data Engineering Tutorials
Deploy a RAG Assistant with FastAPI
What You Will Build In this tutorial, you will learn how to deploy a RAG assistant with FastAPI and expose
Data Engineering Tutorials
Evaluate a RAG System in Python
What You Will Build In this tutorial, you will learn how to evaluate a RAG system in Python using a
Data Engineering Tutorials
Build Reranking for RAG in Python
What You Will Build In this tutorial, you will build reranking for RAG in Python to improve the quality of
Data Engineering Tutorials
Build Hybrid Search for RAG in Python
What You Will Build In this tutorial, you will build hybrid search for RAG in Python by combining BM25 keyword
Data Engineering Tutorials
Build Metadata Filtering for RAG in Python
What You Will Build In this tutorial, you will build metadata filtering for RAG in Python to improve document retrieval
Data Engineering Tutorials
Add Conversation Memory to Your AI Assistant in Python
What You Will Build In this tutorial, you will add conversation memory to your AI assistant in Python. Instead of