Latitude

Key Information

Key Features

• Production Logging
• Evaluation System
• Prompt Management
• Version Control
• Deployment Tools
• Test Dataset Creation

Pricing

• Hobby - Free
• Team - $99/month
• Enterprise - Contact for Pricing

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What Is Latitude?

Latitude is a comprehensive platform designed to optimize AI implementations by providing tools for prompt engineering. It allows teams to track prompt performance through production logs, conduct evaluations using large language models (LLMs) or human feedback, and build robust test datasets. This platform is particularly useful for organizations looking to refine their AI systems and improve efficiency in AI product development and management.

Latitude's capabilities extend to real-time collaboration, enabling teams to identify and fix issues quickly. Its open-source nature allows for flexible integration with various large language model platforms, making it adaptable to different environments. The platform continuously monitors prompts to detect potential issues before they affect performance, ensuring consistent results even in dynamic AI environments.

Features

• Production Logging: This feature captures and analyzes prompt performance in real-time, allowing teams to understand how their prompts are performing and where improvements are needed.
• Evaluation System: The evaluation system enables testing of prompts using both LLMs and human feedback, providing a comprehensive view of prompt effectiveness.
• Prompt Management: Latitude offers advanced prompt management capabilities, including sophisticated templating and batch testing. This allows teams to refine prompts at scale efficiently.
• Version Control: The platform includes a change tracking system, which helps compare and track different prompt versions. This reduces the risk of regressions and ensures that changes are well-documented.
• Deployment Tools: Teams can push updates and fetch new prompts via Latitude's SDK or gateway, making it easy to deploy changes to production environments.
• Test Dataset Creation: Latitude facilitates the creation and maintenance of prompt testing datasets, which are crucial for evaluating and improving prompt performance.

Pros

• Real-Time Collaboration: Latitude enables teams to work together effectively, ensuring prompt issues are addressed quickly.
• Flexible Integration: Its open-source nature allows for seamless integration with various LLM platforms.
• Continuous Monitoring: The platform continuously monitors prompts to prevent performance drift.
• Community Support: Latitude offers detailed documentation and active community resources, making it easier for teams to improve their prompt validation processes.

Cons

• Complexity: The platform may require technical expertise to fully utilize its features.
• Resource Intensive: Large-scale applications might require significant computational resources.

Latitude Pricing

• Hobby Plan - Free
• Includes 1 user
• Up to 40k runs/month
• 30-day log access
• Team Plan - $99/month
• Includes 5 users
• 100k runs/month included
• Unlimited log access
• Additional users cost $20 each
• Additional 20k runs cost $10
• Enterprise Plan - Contact for Pricing
• Includes unlimited users
• Unlimited runs/month
• Unlimited log access

Frequently Asked Questions

1. What is the freemium account of Latitude?

Latitude offers a freemium account under its Hobby plan, which includes up to 40k prompt and evaluation runs per month for free. This plan is suitable for small projects or testing purposes.

2. How does Latitude compare to similar tools like Promptitude?

Latitude focuses on comprehensive prompt engineering and management, while Promptitude offers a provider-agnostic approach with features like multi-model chat and secure content storage. Latitude is more geared towards large-scale AI system management, whereas Promptitude is versatile in supporting various AI applications.

3. What are the usage limits of the Hobby plan?

The Hobby plan includes up to 40k runs per month and supports only one user. It also limits log access to 30 days.

4. Is Latitude available on multiple platforms?

Latitude is primarily designed as an open-source platform, which means it can be self-hosted on various platforms. However, specific details about native applications for different operating systems are not provided.

5. What are some outstanding features of Latitude?

One of the standout features of Latitude is its ability to continuously monitor prompts and prevent performance drift. It also offers real-time collaboration tools and flexible integration with multiple LLM platforms.

6. How can Latitude be used effectively in AI product development?

Latitude can be used effectively in AI product development by leveraging its prompt management and evaluation tools to refine AI models. Its real-time collaboration features help teams work efficiently, ensuring that AI products are optimized for performance and reliability.

7. What are the prerequisites for using Latitude?

To use Latitude effectively, teams should have a basic understanding of AI and prompt engineering. Technical expertise is beneficial for fully utilizing its features, especially for integration with other LLM platforms.

8. Is Latitude available in multiple languages?

There is no specific information available about Latitude supporting multiple languages. However, as an open-source platform, it may be adaptable to different languages through community contributions.

9. What is the copyright license for Latitude?

Latitude is open-source, which typically means it is available under a permissive license that allows for modification and redistribution. However, specific details about the license should be checked on their official documentation or GitHub repository.

10. Does Latitude offer a refund policy?

Information about a refund policy for Latitude is not provided, as it primarily offers a free Hobby plan and requires contact for Enterprise pricing. Refund policies may vary depending on the specific plan or agreement.