Latitude

Latitude: The Open-Source LLM Development Platform

What is Latitude? Latitude is an end-to-end, open-source AI engineering platform designed for product teams working with Large Language Models (LLMs). It empowers domain experts to collaborate with engineers to ship and maintain production-grade LLM features efficiently. Latitude helps you implement the best practices in AI engineering, allowing you to deliver reliable products with confidence.

Key Features:

• Prompt Manager: Collaborate with your team to write and iterate your prompts.
• Playground: Iterate prompts at scale before pushing them to production.
• Evaluations: Run LLM-as-judge, rule-based, or human evaluations on the generated logs.
• Datasets: Create datasets from your logs to test prompts or evaluations in batch.
• Observability: Automatically log and debug all your requests.
• Refiner: Automatically improve your prompts based on their evaluations.

How Latitude Works:

Latitude facilitates a streamlined workflow for LLM development:

1. Design your prompts: Use Latitude's prompt manager to design and test your prompts at scale before shipping to production. Features include AI-assisted prompt crafting, advanced prompt templating, and batch experiment running.
2. Evaluate, compare & refine: Run experiments with LLM-as-judge, human-in-the-loop, or ground truth evaluations easily using production or synthetic data. Leverage automatic logging for comprehensive analysis.
3. Deploy with confidence: Publish new prompts from Latitude and integrate using the SDK or gateway. Benefit from version control and seamless production pushes.
4. Build golden datasets: Create and maintain high-quality labeled datasets for regression testing or fine-tuning with the dataset manager and synthetic datasets.

Why is Latitude important?

Latitude addresses the challenges of building and maintaining LLM-powered applications. By providing a comprehensive platform, it simplifies the development process and enables teams to build reliable and scalable AI products.

Key Benefits:

• Increased Productivity: Streamline prompt engineering and evaluation.
• Improved Reliability: Ensure the quality of your LLM applications through rigorous testing.
• Faster Time to Market: Accelerate the development and deployment process.
• Collaboration: Foster collaboration between domain experts and engineers.

How to get started with Latitude?

1. Visit the Latitude GitHub repository.
2. Follow the instructions to set up the open-source platform.
3. Start designing, evaluating, and deploying your LLM features.

Who is Latitude for?

Latitude is designed for product teams working with LLMs, including:

• AI Engineers
• Data Scientists
• Product Managers
• Domain Experts

Pricing

Latitude offers a Hobby tier that includes up to 40k prompt and evaluation runs every month for free.

Where can I use Latitude?

Latitude can be integrated into a variety of applications, including:

• Chatbots
• Content Generation Tools
• Search Engines
• Personalized Recommendations

Latitude is the end-to-end platform to design, evaluate, and refine your AI products, allowing you to build better AI products. With features like Prompt Manager, Playground, Evaluations, and Datasets, Latitude provides everything you need to create production-ready LLM applications.