Natural Language Processing (NLP) is a field that merges computer science, artificial intelligence, and linguistics to enable machines to understand, interpret, and generate human language in a valuable way. For application developers, NLP presents an array of opportunities to enhance user experience by integrating features like sentiment analysis, language translation, and voice recognition into software solutions. Popular libraries such as NLTK, SpaCy, and the deep learning framework Tranformers with pre-trained models like BERT and GPT facilitate the implementation of NLP by abstracting complex algorithmic structure and providing intuitive interfaces. With NLP, developers can build more intuitive chatbots, improve data extractions, and enhance content in a way that reduces the barrier between human and machine communication. Understanding the nuances of user language and integrating NLP components into applications can significantly impact how users interact with technology, making applications both smarter and more responsive to human needs.
View the most prominent open source Natural language processing projects in the list below. Click on a specific project to view its alternative or complementary packages. Make comparisons and find the best package for your app.
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆160,288Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆70,969May 3, 2026Updated last week
- 12 Weeks, 24 Lessons, AI for All!☆47,239Apr 24, 2026Updated 2 weeks ago
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,220Nov 12, 2024Updated last year
- 微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。☆40,753Mar 13, 2026Updated last month
- TensorFlow code and pre-trained models for BERT☆40,005Jul 23, 2024Updated last year
- 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理☆36,293Nov 15, 2025Updated 5 months ago
- A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive vi…☆36,367May 1, 2026Updated last week
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,544Mar 28, 2026Updated last month
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆33,439Aug 1, 2025Updated 9 months ago
- An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.☆28,180Sep 30, 2025Updated 7 months ago
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed not…☆27,208Apr 15, 2026Updated 3 weeks ago
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and a…☆25,140Updated this week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,455Apr 30, 2026Updated last week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,123Jan 23, 2026Updated 3 months ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,487Updated this week
- 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, …☆21,147Jan 29, 2026Updated 3 months ago
- ✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】☆20,623Apr 27, 2026Updated 2 weeks ago
- FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.☆19,957Apr 24, 2026Updated 2 weeks ago
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,949Apr 19, 2026Updated 3 weeks ago
- A curated list of resources dedicated to Natural Language Processing (NLP)☆18,503May 2, 2026Updated last week
- 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。☆17,657Jan 9, 2026Updated 4 months ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,194Jan 22, 2024Updated 2 years ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,496Feb 1, 2026Updated 3 months ago
- Topic Modelling for Humans☆16,407Nov 1, 2025Updated 6 months ago
- Oxford Deep NLP 2017 course☆15,856Jul 2, 2023Updated 2 years ago
- Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval…☆15,341Mar 16, 2026Updated last month
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,894Feb 21, 2024Updated 2 years ago
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…☆14,806Aug 12, 2024Updated last year
- The open-source hub to build & deploy GPT/LLM Agents ⚡️☆14,670Updated this week
- NLTK Source☆14,602May 1, 2026Updated last week
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆14,646Updated this week
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,376Oct 27, 2025Updated 6 months ago
- Your new Mentor for Data Science E-Learning.☆14,328Oct 14, 2025Updated 6 months ago
- Nano vLLM☆13,328Apr 26, 2026Updated 2 weeks ago
- Easy-to-use and powerful LLM and SLM library with awesome model zoo.☆12,936Dec 17, 2025Updated 4 months ago
- 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning d…☆12,974Jun 2, 2024Updated last year
- 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows☆12,478Updated this week
- 🔥Highlighting the top ML papers every week.☆12,398Updated this week