Getting Started • Tutorials • Questions • Bug Reporting • Contributing
Are you ready to cook? 🚀 This is a collection of example code and guides for Groq API for you to explore. To run these examples, you'll need a Groq API key that you can get for free by creating an account here.
- Content Filtering with Llama Guard: Learn how to use Llama Guard to help prevent abuse and engagement with inappropriate content.
- eCommerce Function Calling: Learn how to use function calling with LLMs powered by Groq to create orders and get prices on products.
- SQL Function Calling: Learn how to use function calling with AI to run SQL queries.
- Stock Market Function Calling: Learn how to use function calling with AI to parse stock market data.
- Parallel Tool Use: Learn how to use function calling with AI to use multiple tools at the same time.
- Benchmarking RAG with Langchain: Learn how to benchmark a RAG pipeline with Llama3 and LangChain.
- Presidential Speeches RAG: Learn how to use RAG to find relevant presidential speeches from input text.
- Whisper and RAG: Learn how to use Whisper and RAG to semantically search through podcast audio.
- JSON Mode with Health Data: Learn how to use JSON mode to generate structured health analytics from raw data.
- Structured Output Generator: Learn how to use the Instructor library to create structured output with tools and objects. Special thanks to our GroqChamp, @S4mpl3r, for contributing!
- Batch Image Processing: Process and analyze thousands of images using Llama 4 Maverick's multimodal capabilities with Groq Batch.
- Multimodal Image Processing: Process and analyze images using a leading vision model.
- Gradio with Groq: Build a Gradio app powered by Groq.
- Streamlit with Groq: Build a chat app in Streamlit powered by Groq.
- Portkey with Groq: Integrate Portkey for AI observability into Groq usage.
- Composio with Groq: Integrate Composio with Groq for pre-defined actions for applications like Gmail, Slack, and GitHub.
- CrewAI with Groq: Build a mixture of agents application with CrewAI.
- E2B with Groq: Build code execution with the Code Interpreter SDK by E2B.
- JigsawStack with Groq: Learn how to automate your workflow and choose the best LLM for your prompts using JigsawStack's Prompt Engine powered by Groq.
- Langroid with Groq: Create a multi-agent system using Langroid and Groq.
- LiteLLM Proxy with Groq: Call Groq through the LiteLLM proxy.
- Toolhouse with Groq: Use Toolhouse to create simple tool integrations with Groq.
- OpenTelemetry with Groq: Integrate OpenTelemetry tracing and metrics for insights into Groq usage.
- Mixture of Agents: Create a mixture-of-agents system powered by Groq.
- Game Recap with MoA: Use a mixture-of-agents approach to generate comprehensive MLB game recaps.
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Open an issue on GitHub here.
The Groq API Cookbook is community-driven and we are always looking for contributions in the forms of ideas, fixes, improvements, or suggestions! We greatly appreciate the open-source community and are committed to helping our community get good resources.
If you're interested in contributing to our cookbook, please first check out our contribution guidelines. We welcome high-quality guides and examples that will help our community and can't wait to see what you cook up! 🧑🍳
If there are guides or examples that you'd like to see in the future, feel free to make a suggestion here.