Travis Cline
450c02a722
chore: update all examples to use v0.1.14-pre.4 - Remove replace directives from 5 examples that had local path references - Update all 75 example go.mod files to use the latest pre-release version - Ensures examples work correctly for users who clone the repository
OpenAI Embeddings Example
Hello there! 👋 Welcome to this fun little Go program that demonstrates how to create embeddings using OpenAI's API. Let's break down what this exciting example does!
What does this program do?
This program showcases how to:
- Set up an OpenAI client with specific model options
- Create embeddings for given text inputs
- Print the resulting embeddings
How it works
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First, we configure our OpenAI client:
- We use the "gpt-3.5-turbo-0125" model for general language tasks
- We specify "text-embedding-3-large" as our embedding model
-
We create a new OpenAI client with these options
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We prepare two simple words for embedding: "ola" and "mundo" (Hello and World in Portuguese)
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We call the
CreateEmbeddingfunction to generate embeddings for these words -
Finally, we print out the resulting embeddings
Why is this cool?
Embeddings are super useful! They convert words or phrases into numerical vectors, which can be used for all sorts of neat tricks like:
- Finding similar texts
- Clustering related concepts
- Improving search functionality
- And much more!
This example gives you a starting point to experiment with embeddings in your own projects. Have fun exploring the world of vector representations! 🚀🧠
Running the program
Make sure you have your OpenAI API key set up properly, and then just run the program. You'll see the embeddings printed out in all their numerical glory!
Happy coding! 😊