Hugging Face's logo
John Smith's picture
In a Training Loop 🔄
554 2393 29868

John Smith PRO

John6666
Alfred126's profile picture nekomeowww's profile picture AIPeterWorld's profile picture
·

AI & ML interests

None yet

Recent Activity

upvoted an article 2 minutes ago
Introducing AI chunking to semchunk
reacted to abdurrahmanbutler's post with 🚀 2 minutes ago
Isaacus just shipped a major update to semchunk: AI-powered chunking based on a document’s knowledge graph representation⚡ This isn’t a tweak on existing semantic chunking. It’s an entirely new paradigm, built on hierarchical document segmentation rather than heuristics or standard embedding-based semantic approaches. We benchmarked our AI chunking mode across a full RAG pipeline against popular alternatives like LangChain, Chonkie, and our own non-AI semantic chunker. The results were clear: semchunk’s AI mode delivered a 15% relative improvement in RAG correctness over Chonkie. It also produced more aesthetically coherent and readable when judged by a human evaluator while also being faster than all other chunking methods when run on a consumer PC. These gains are powered by Isaacus' Kanon 2 Enricher model, which performs hierarchical document segmentation and directly powers our AI chunking mode. As far as we know, semchunk is one of the first chunking libraries to offer true AI-powered, hierarchical-segmentation-based chunking, and the results show how much better RAG can get when chunking improves. https://huggingface.co/blog/isaacus/introducing-ai-chunking-to-semchunk
liked a Space 3 minutes ago
luxury-lakehouse/soccer-analytics-app
View all activity

Organizations

Glide's profile picture open/ acc's profile picture mekasiu's profile picture Solving Real World Problems's profile picture FashionStash Group meeting's profile picture No More Copyright's profile picture SAGEA's profile picture XORTRON - Criminal Computing's profile picture