nowfound

AI · March 3, 2026

Kanon 2 Enricher – the first hierarchical graphitization model

Hey HN, This is Kanon 2 Enricher, the first hierarchical graphitization model. It represents an entirely new class of AI models designed to transform document corpora into rich, highly structured knowledge graphs. In brief, our model is capable of: - Entity extraction, classification, and linking: identifying key entities like individuals, companies, governments, locations, dates, documents, and more, and classifying and linking them together. - Hierarchical segmentation: breaking a document up into its full hierarchy, including divisions, sections, subsections, paragraphs, and so on. - Text…

Kanon 2 Enricher – the first hierarchical graphitization model launched on March 3, 2026 with 10 votes, #1,177 of 23,380 launches that month and more than 90% of that year's launches.

Visit isaacus.com ↗Alternativestop 5% of March 2026

In plain words

Kanon 2 Enricher is an AI model that converts document collections into structured knowledge graphs. It extracts and links entities such as people, companies, and locations; segments documents hierarchically from divisions down to paragraphs; and identifies textual elements like headings and tables of contents. The tool outputs data in the Isaacus Legal Graph Schema format and is designed for organizations needing to organize and structure large document corpora into interconnected, queryable information.

written from the facts on this page · September 2026

From the sources

We’re publicly releasing Kanon 2 Enricher , the world’s first hierarchical graphitization model , capable of transforming unstructured documents of any length into rich, highly structured knowledge graphs with sub-second latency. We’re also releasing the Isaacus Legal Document Graph Schema (ILDGS) , a first-of-a-kind knowledge graph schema for representing the structure and entities referenced within legal documents, which Kanon 2 Enricher natively outputs to. In the interests of supporting open legal AI and data research, we’ve made ILDGS freely available under the CC BY 4.0 license. Kanon 2 Enricher is available for use today via the Isaacus API . We thank Harvey, KPMG Law, Alvarez &…from isaacus.com

In the maker’s words, at launch

Hey HN, This is Kanon 2 Enricher, the first hierarchical graphitization model. It represents an entirely new class of AI models designed to transform document corpora into rich, highly structured knowledge graphs. In brief, our model is capable of: - Entity extraction, classification, and linking: identifying key…

Does a similar job

all alternatives →
  • FastGraphRAG – Better RAG using good old PageRank2024 · github.com · ▲457

    Hey there HN! We’re Antonio, Luca, and Yuhang, and we’re excited to introduce Fast GraphRAG, an open-source RAG approach that leverages knowledge graphs and the 25 years old PageRank for better information retrieval and reasoning. Building a good RAG pipeline these days takes a lot of manual optimizations. Most engineers intuitively start from naive RAG: throw everything in a vector database and hope that semantic search is powerful enough. This can work for use cases where accuracy isn’t too important and hallucinations are tolerable, but it doesn’t work for more difficult queries that…

  • KanwasMay 2026 · kanwas.ai · ▲441

    An open-source brain for your team

  • Graphiti – LLM-Powered Temporal Knowledge Graphs2024 · github.com · ▲142

    Hey HN! We're Paul, Preston, and Daniel from Zep. We've just open-sourced Graphiti, a Python library for building temporal Knowledge Graphs using LLMs. Graphiti helps you create and query graphs that evolve over time. Knowledge Graphs have been explored extensively for information retrieval. What makes Graphiti unique is its ability to build a knowledge graph while handling changing relationships and maintaining historical context. At Zep, we build a memory layer for LLM applications. Developers use Zep to recall relevant user information from past conversations without including the entire…

  • Graphiti2025 · github.com · ▲307

    Build personalized AI agents that learn from dynamic data

  • Chonky – a neural approach for text semantic chunking2025 · github.com · ▲169

    TLDR: I’ve made a transformer model and a wrapper library that segments text into meaningful semantic chunks. The current text splitting approaches rely on heuristics (although one can use neural embedder to group semantically related sentences). I propose a fully neural approach to semantic chunking. I took the base distilbert model and trained it on a bookcorpus to split concatenated text paragraphs into original paragraphs. Basically it’s a token classification task. Model fine-tuning took day and a half on a 2x1080ti. The library could be used as a text splitter module in a RAG system or…

  • OS
    Open-Source DocumentAI with Ollama2025 · rlama.dev · ▲295

    Complete AI Platform: RAG Systems & Intelligent Agents for Local AI

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 18d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 18d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 20d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 21d ago · stillwet.art

  • A real-time world model you can explore and change

    AI · 30d ago · world.pixverse.video

  • Beam.win▲378

    Run AI agents on one Mac and use its windows on another

    AI · 5d ago · beam.win

Source: Show HN post ↗ · launch text quoted in part

Launched alongside, March 2026

the whole month →
  • AI-native CRM that builds itself and does work for you

    AI · Mar 2026 · lightfield.app

  • Tobira.ai▲728

    A network where AI agents find deals for their humans

    AI · Mar 2026 · tobira.ai

  • Switch from ChatGPT to Claude with import memory feature

    AI · Mar 2026 · claude.com

  • Littlebird remembers everything across your meetings, messages, docs, and apps, then takes action so you can recall any detail and never lose context.

    AI · Mar 2026 · littlebird.ai

  • Your AI Coworker that proactively executes tasks

    AI · Mar 2026 · viktor.com

  • Jupid▲659

    File your taxes with Claude Code

    Commerce · Mar 2026 · jupid.com