Leveraging Llama 2 Features in Real-world Applications: Building Scalable Chatbots with FastAPI, Celery, Redis, and Docker

An In-Depth Exploration: Open vs Closed Source LLMs, Unpacking Llama 2’s Unique Features, Mastering the Art of Prompt Engineering, and Designing Robust Solutions with FastAPI, Celery, Redis, and Docker

Luís Roque
Towards Data Science
14 min readJul 24, 2023

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Introduction

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Founder & Partner @ ZAAI | VP Data & AI @ Marley Spoon | AI Advisor @ CableLabs | Ph.D. Researcher AI @ LIACC | Cofounder & ex-CEO @ HUUB (acquired by Maersk)