groq-completion-example

README

Groq Completion Example with LangChain Go

Hello there! 👋 This example demonstrates how to use the Groq API with LangChain Go to generate creative text completions. Let's break down what this exciting little program does!

What This Example Does

1. Environment Setup:

   • The program starts by loading environment variables from a .env file. This is where you'll store your Groq API key.

2. Groq LLM Configuration:

   • It sets up a Large Language Model (LLM) client using Groq's API, which is compatible with the OpenAI interface.
   • The model used is "llama3-8b-8192", a powerful language model hosted by Groq.

3. Text Generation:

   • The example prompts the model to "Write a long poem about how golang is a fantastic language."
   • It uses various parameters like temperature (0.8) and max tokens (4096) to control the output.

4. Streaming Output:

   • As the model generates text, it streams the output directly to the console, allowing you to see the poem being created in real-time!

Cool Features

• Real-time Streaming: Watch as the AI crafts the poem word by word!
• Customizable: You can easily modify the prompt or adjust generation parameters.
• Groq Integration: Showcases how to use Groq's powerful models with LangChain Go.

Running the Example

1. Make sure you have a Groq API key and set it in your .env file as GROQ_API_KEY=your_api_key_here.
2. Run the program and watch as it generates a creative poem about Golang right before your eyes!

Enjoy exploring the creative possibilities with Groq and LangChain Go! 🚀🐹