Large Language Model (LLM)

OpenAI API Functions & Embeddings Course (6/7): Similarity Comparison with Embeddings

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💡 Full Course with Videos and Course Certificate (PDF): https://academy.finxter.com/university/openai-api-function-calls-and-embeddings/ Course Overview Welcome back to part 6 of this tutorial series. In this part, we’re going to be looking at embeddings. What is an embedding? Without getting into algorithmic arithmetic an embedding is basically a numerical (vector) representation of text that makes no sense to … Read more

OpenAI API Functions & Embeddings Course (5/7): Calling Functions That Do Not Exist to Extract Structured Data

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💡 Full Course with Videos and Course Certificate (PDF): https://academy.finxter.com/university/openai-api-function-calls-and-embeddings/ Course Overview Welcome back to part 5, Where we’ll be calling functions that do not even exist. We’ll also briefly touch on pitfalls, failures, and retrying to make our code more robust as introducing AI tends to make our code a little more unpredictable and … Read more

OpenAI API Functions & Embeddings Course (4/7): Database Querying using ChatGPT

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💡 Full Course with Videos and Course Certificate (PDF): https://academy.finxter.com/university/openai-api-function-calls-and-embeddings/ Course Overview Welcome back to part 4, where we’ll be doing something mind-blowing yet again! In this part, we will be connecting ChatGPT to a database and then using ChatGPT to extract information from the database using only natural language on the end user’s part. … Read more

OpenAI API Functions & Embeddings Course (3/7): Multiple Functions and Multiple Calls

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💡 Full Course with Videos and Course Certificate (PDF): https://academy.finxter.com/university/openai-api-function-calls-and-embeddings/ Course Overview Welcome back to part 3, where we’ll take things one step further and look at having multiple functions and even calling multiple functions in a row. First, let’s make a second function for ChatGPT to call. We have ChatGPT with access to the … Read more

OpenAI API Functions & Embeddings Course (2/7): Function Calls with Parameters

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💡 Full Course with Videos and Course Certificate (PDF): https://academy.finxter.com/university/openai-api-function-calls-and-embeddings/ Course Overview Welcome to the second part of the tutorial, where we’ll look at the shortcomings of ChatGPT and use our functions with parameters to overcome them. First, make a file in your base directory called ‘Ba_chatgpt_no_weather.py‘ and copy/paste the following basic code into it: … Read more

OpenAI API Functions & Embeddings Course (1/7): Simple Function Request

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💡 Full Course with Videos and Course Certificate (PDF): https://academy.finxter.com/university/openai-api-function-calls-and-embeddings/ Course Overview 👋 Hi, and welcome. I’m Dirk van Meerveld, and I’ll be your host and guide for this tutorial series, where we’ll be focussing on OpenAi’s ChatGPT function calls and the embeddings API. Function calls will allow us to make ChatGPT even smarter by … Read more

[BREAKING] Tesla Car Drives Elon Musk in Epic Livestream (FSD V12): NOTHING BUT NETS–All The Way Down!

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Wow, Tesla Full Self-Driving (FSD), the most incredible real-world software system humanity has ever seen, doesn’t rely on explicit code. It’s an end-to-end neural network solution. The new paradigm is: there is no explicit coding; the code is … neural net weights trained on massive data! 🤯 In a recent live stream, Elon Musk and … Read more

Fine-Tuning GPT-3.5 Turbo – How to Craft Your Own Proprietary LLM

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The much-awaited feature for GPT-3.5 Turbo is here: fine-tuning. And guess what? GPT-4 is next in line this autumn. Dive in to discover how this can revolutionize your applications and user experiences. What’s New? OpenAI now empowers you to tailor GPT-3.5 Turbo with your data, ensuring the model aligns perfectly with your specific needs. Preliminary … Read more

Prompt Engineers Use This ChatGPT Prompting Formula

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In this article, we will delve into the art of crafting effective queries (i.e., prompts) for AI language models like ChatGPT, Bard, and Bing. A well-formed prompt can make a significant difference in the quality of the responses you receive, saving you time and effort in refining your questions. We will unveil a simple, adaptable … Read more

From AI Scaling to Mechanistic Interpretability

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Let’s dive into the fascinating world of scaling laws, mechanistic interpretability, and how they impact the development of artificial intelligence. From asking why the universe responds to throwing large amounts of computing power at vast amounts of data to discussing the emergence of specific abilities in AI models, Dario, the CEO of Anthropic AI, provides … Read more

AI Scaling Laws – A Short Primer

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The AI scaling laws could be the biggest finding in computer science since Moore’s Law was introduced. 📈 In my opinion, these laws haven’t gotten the attention they deserve (yet), even though they could show a clear way to make considerable improvements in artificial intelligence. This could change every industry in the world, and it’s … Read more