In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.
$ git clone https://github.com/KarelDO/xmc.dspy.gitAdvanced document extraction and chunking techniques for retrieval augmented generation that is aware of the layout of documents. Increases knowledge retrieval accuracy and provides control for retrieved knowledge context management
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
Snips Python library to extract meaning from text
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
Data from GitHub · snapshot Sep 24, 2026