EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Aug 17·5 min read
Prolly: A content-addressed ordered map built on prolly trees
TL;DR
Prolly is a new content-addressed ordered map built on prolly trees, providing an immutable key-value index that enhances data management efficiency. It enables effective structural sharing, diffing, merging, and bulk loading of data.
✦ Why It Matters
Consider integrating Prolly into your data management systems for improved efficiency and structure.
Key Takeaways
- Explore Prolly for efficient immutable data storage solutions.
- Utilize the pluggable storage system for flexible backend options.
- Implement three-way merges for conflict resolution in data updates.
- Leverage the visualizer to understand tree mutations and structure.
How It Works
Prolly trees are built on a content-addressed model where each node's identifier is derived from its content, ensuring that unchanged nodes retain the same identifier across versions. This allows for efficient structural sharing and diffing, as only modified paths need to be rewritten.
The library's API supports both synchronous and asynchronous operations, enabling developers to choose the best approach for their applications.