nlp

This repository is for all those AI enthusiastics who actually loves to read books and learn.

🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.

Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

PHP Text Analysis is a library for performing Information Retrieval (IR) and Natural Language Processing (NLP) tasks using the PHP language

a free, non-AI python grammar checker 📝✅

Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs). Perfect for ML practitioners and researchers!

GraphRAG-rs is a high-performance, state-of-the-art Rust implementation of GraphRAG (Graph-based Retrieval Augmented Generation) that builds knowledge graphs from documents and enables natural language querying with configurable entity extraction and local LLM integration

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型实现，开箱即用。

Introductory examples for building LLM-based AI agents. 异步图书：《大模型应用开发 动手做AI Agent》 - 这是一些非常简单的入门示例，重在引导新手入门，目前LLM开发领域发展很快，本书只是一个提纲挈领。更多的示例和代码大家可以去OpenAI Cookbook, LangChain Example中去挖掘。

Teamlinker is a team collaboration platform that integrates multi-functional modules. Users can process tasks in parallel, including six functional modules: project, wiki, calendar, meeting, chat and network disk, achieving seamless integration and improving team collaboration efficiency.

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

A library for easily merging multiple LLM experts, and efficiently train the merged LLM.

🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach.

A roadmap for getting started with Machine Learning

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Multi-modality pre-training

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Live Training for Open-source Big Models