Deep Learning Nerds Academy
The ultimate Learning Platform for AI, Data Science, Data Analytics and Data Engineering.

Retrieval-Augmented Generation (RAG): The Key to Smarter AI Responses

Retrieval-Augmented Generation (RAG): The Key to Smarter AI Responses

Introduction Retrieval-Augmented Generation (RAG) is an advanced technique in natural language processing that enhances language models by enabling them to retrieve external information in real time. This leads to more accurate and context-aware responses, making RAG ideal for tasks that require up-to-date or domain-specific knowledge, such as customer support, enterprise...

Manage Settings and Environment Variables in FastAPI
Academy Membership FastAPIPython

Manage Settings and Environment Variables in FastAPI

Introduction FastAPI is a modern, fast (high-performance) web framework for building APIs with Python. When building real-world applications, you’ll often need to manage sensitive information like API keys, database URLs, or feature toggles that should vary across environments (development, testing, production). Using environment variables and Pydantic’s BaseSettings is...

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