OpenAI API Functions & Embeddings Course (7/7): Sentiment Analysis using Embeddings

💡 Full Course with Videos and Course Certificate (PDF): https://academy.finxter.com/university/openai-api-function-calls-and-embeddings/ Course Overview Welcome back to the final part of this tutorial series. In this part, we’ll be looking at simple sentiment analysis using embeddings. For most text classification tasks, fine-tuned machine learning models will do better than embeddings, because they have been meticulously tuned and … Read more

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

💡 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

💡 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

💡 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

💡 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

💡 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

💡 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

Giggle GPT Joke Search Engine – ChatGPT Productivity & LLM Security (6/6)

Welcome back to part 6, where we will do a general exploration of the uses of ChatGPT to improve our productivity. This is part 1 of the following series: We will also fix a major issue with our giggle project website though, so make sure you do stick around as we discuss some of the … Read more

Giggle GPT Joke Search Engine – Implementing Pagination (5/6)

Hi and welcome back to part 5, where we will be implementing pagination and testing to see how our page holds up when there really are a large number of jokes saved. This is part 1 of the following series: 🎓 Full 6-video course with downloadable PDF certificates: Giggle – Creating a Joke Search Engine … Read more

Giggle GPT Joke Search Engine – Separate History Route & Delete Items (4/6)

Welcome back to part 4, where we will be creating a second route in our project and adding delete functionality. This is part 1 of the following series: 🎓 Full 6-video course with downloadable PDF certificates: Giggle – Creating a Joke Search Engine from Scratch with ChatGPT As always, make sure your virtual environment is … Read more

Giggle GPT Joke Search Engine – Django ORM & Data Saving (3/6)

Welcome back to part 3, where we will be saving our data to the database using the Django ORM. 🎓 Full 6-video course with downloadable PDF certificates: Giggle – Creating a Joke Search Engine from Scratch with ChatGPT Before we get started, as always, make sure your virtual environment is running. Linux(bash): Windows: You should … Read more

Giggle GPT Joke Search Engine – Implementing the ChatGPT API (2/6)

Welcome back to part 2, where we will be implementing the ChatGPT API into our project. This is part 1 of the following series: 🎓 Full 6-video course with downloadable PDF certificates: Giggle – Creating a Joke Search Engine from Scratch with ChatGPT First of all, make sure your virtual environment is active, as described … Read more