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Dera

Feb 01, 2024 - news.bensbites.co
Dera is a single platform designed to manage, compare, and analyze embeddings and chunks for building production-ready Retrieval-Augmented Generation (RAG) applications. It allows users to create different embedding schemas, track matching results, and view these results within the app. The platform is inspired by Jerry Liu's talk and aims to assist in visualizing and evaluating text and embeddings data.

Dera is built on the Neon Database, ensuring cost reduction and scalability for users. It is completely open-source, offering the freedom to self-host, with more information available on Github. Alternatively, a cloud offering is available for those who prefer to avoid the hassle. The pricing includes one project, up to five team members, and 20 API requests every 60 seconds.

Key takeaways:

  • Dera is a single platform designed to manage, compare, and analyze embeddings and chunks for Retrieval-Augmented Generation (RAG) applications.
  • It allows users to create different embedding schemas, track matching results, and view these results within the app.
  • Dera is built on Neon Database, ensuring reduced costs and scalability for users.
  • The platform is completely open-source and offers a cloud service for those who prefer not to self-host.
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