latitude-llm  by latitude-dev

Open-source platform for AI prompt engineering

Created 1 year ago
3,385 stars

Top 14.2% on SourcePulse

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Project Summary

Latitude is an open-source platform designed to streamline the entire lifecycle of AI prompt engineering, from development and testing to deployment and evaluation. It empowers cross-functional teams, including developers, product managers, and domain experts, to build, maintain, and refine reliable AI applications collaboratively.

How It Works

Latitude provides a comprehensive suite of tools for prompt management, including a collaborative editor with advanced features like variables and loops (PromptL). Prompts can be interactively tested in a playground, deployed as versioned API endpoints via an AI Gateway, and systematically evaluated using LLM-as-judge, programmatic rules, or human review. Automatic logging captures all interactions, facilitating observability and performance monitoring.

Quick Start & Requirements

Latitude offers two deployment options:

  • Latitude Cloud: A managed solution. Sign up at latitude.so.
  • Latitude Self-Hosted: Open-source deployment. Instructions are available in the self-hosted guide.

Highlighted Details

  • Comprehensive prompt lifecycle management: design, version, test, deploy, evaluate, and monitor.
  • Collaborative prompt editor with support for variables, conditionals, and loops via PromptL.
  • Integrated evaluation framework including LLM-as-judge and human review.
  • Automatic logging and observability for prompt interactions.

Maintenance & Community

The project is community-driven, with active engagement encouraged via their Slack community. Contributions are welcomed through issues or pull requests.

Licensing & Compatibility

Licensed under LGPL-3.0. A commercial license is available for those requiring more permissive terms; contact licensing@latitude.so.

Limitations & Caveats

The README does not specify hardware requirements or detailed setup times for the self-hosted version.

Health Check
Last Commit

16 hours ago

Responsiveness

1 day

Pull Requests (30d)
133
Issues (30d)
17
Star History
138 stars in the last 30 days

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