E46 Unpacking FastAPI: Simplifying API Development in Python

E46 Unpacking FastAPI: Simplifying API Development in Python

In this episode of the Artificially Unintelligent Podcast, William and Nicolay explore the world of FastAPI, a dynamic web framework designed for building APIs with Python. They delve into the essentials of what an API is and discuss FastAPI's rise as a popular tool for backend development, especially for machine learning model deployment. FastAPI's key features, such as its Pythonic nature, ease of use, and automatic documentation generation, are highlighted, along with its integration with other Python libraries like Pydantic and Celery. The hosts also discuss the security measures FastAPI offers, like API key authentication and OAuth, providing insights into how FastAPI ensures secure data transmission. They wrap up by sharing personal experiences of deploying models and databases using FastAPI, making this episode a valuable resource for both beginners and seasoned developers interested in modern web framework capabilities.

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Avsnitt(52)

E49 Arxiv Dives: Retrieval Augmented Generation for Knowledge-Intensive NLP Tasks

E49 Arxiv Dives: Retrieval Augmented Generation for Knowledge-Intensive NLP Tasks

In this episode of the Artificially Unintelligent podcast, hosts William and Nicolay look into the paper "Retrieval Augmented Generation for Knowledge-intensive NLP Tasks." They discuss the significan...

17 Dec 202320min

E48 Making LLM Training Easier with Hugging Face's TRL

E48 Making LLM Training Easier with Hugging Face's TRL

In this episode of the Artificially Unintelligent Podcast, hosts William and Nicolay delve into Hugging Face's Transformer Reinforcement Learning (TRL) library, discussing its impact and potential in ...

13 Dec 202321min

E47 A Retrospective on OpenAI's Turbulent Weekend: Leadership, Breakthroughs, and Speculations

E47 A Retrospective on OpenAI's Turbulent Weekend: Leadership, Breakthroughs, and Speculations

In this episode of Artificially Unintelligent, hosts William and Nicolay dive into the dramatic events unfolding at OpenAI. They discuss the whirlwind of changes in leadership, starting with the unexp...

11 Dec 202321min

E45 Graphcast - How Google DeepMind is Changing Weather Forecasting

E45 Graphcast - How Google DeepMind is Changing Weather Forecasting

In this episode of the Artificially Unintelligent Podcast, William and Nicolay discuss the groundbreaking work of Google DeepMind on weather forecasting through their recent publication of the Graphca...

7 Dec 202320min

Extra Gemini Unveiled: Google's Answer to GPT-4

Extra Gemini Unveiled: Google's Answer to GPT-4

In this extended episode of the Artificially Unintelligent Podcast, William and Nicolay delve into the exciting announcement of Google's new AI model, Gemini. They discuss Gemini's positioning as Goog...

7 Dec 202329min

E44 AI’s New Building Blocks: What are Foundation Models?

E44 AI’s New Building Blocks: What are Foundation Models?

In this episode of Artificially Unintelligent, hosts William and Nicolay delve into the intricate world of foundation models in AI. They discuss what these models are – large-scale, machine learning m...

6 Dec 202320min

E43 Diving Deep into Code Llama: The AI Coding Specialist

E43 Diving Deep into Code Llama: The AI Coding Specialist

In this episode of the Artificially Unintelligent Podcast, we delve into the fascinating world of Code Llama, a state-of-the-art large language model (LLM) that's reshaping the landscape of coding and...

25 Nov 202322min

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