Lakera Guardrails
Shares tags: analyze, prompt evaluation, prompt regression
AI Tool
Unlock the Power of Prompt Engineering
Versioned prompt experiments with robust regression testing dashboards
Seamless integrations for effortless logging with LangChain and OpenAI.Enhanced workflows for prompt evaluation and debugging enable smoother comparisons.Real-time collaboration features ensure audit trails and controlled access for teams.
Tags
AnalyzePrompt EvaluationPrompt Regression
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overview
What is Weights & Biases Prompt Registry?
Weights & Biases Prompt Registry is designed for LLMOps and prompt engineering professionals, providing a centralized platform for managing versioned prompt experiments. With powerful regression testing dashboards, it streamlines workflows for tracking and evaluating machine learning prompts.
features
Key Features
Our platform offers a suite of advanced features to enhance your prompt management experience. From detailed markdown rendering to JavaScript SDK support, we make prompt tracking seamless across various LLM pipelines.
- Markdown rendering for clear comparison of prompt iterations.
- String difference (diff) views to analyze changes efficiently.
- JavaScript SDK for tracking and visualizing model generations.
use_cases
Who Should Use It?
The Weights & Biases Prompt Registry is perfect for LLMOps engineers, prompt engineers, and ML practitioners. It serves organizations running large-scale ML experiments that require rigorous reproducibility and artifact governance.
- Ideal for teams needing seamless handoffs between data, models, and prompts.
- Supports regulated environments with robust governance features.
- Empowers full-stack developers with JavaScript compatibility.
Frequently Asked Questions
What integrations does the Prompt Registry offer?
The Prompt Registry seamlessly integrates with LangChain and OpenAI, allowing for one-line support to log model inputs and outputs effortlessly.
Can I collaborate in real-time with my team?
Yes, the platform supports real-time collaboration with audit trails and controlled access to ensure governance of prompt templates.
Is the tool suitable for regulated environments?
Absolutely! We prioritize prompt governance with features like versioning, aliasing, and lineage tracking, making it ideal for teams in regulated industries.