✦ updated daily ✦

🔥 Trending

Open source text mining and NLP projects gaining the most GitHub stars right now.

star gains from Nov 5, 2026 to Nov 12, 2026 · top 30 gained +11.4K ★

This week

Speech Recognition🥇#1

anomalyco/hex🔥 active

▲ +1.2K ★ this week

Local voice dictation for mac, windows and linux

RustMITupdated Nov 12, 2026
GitHub ↗★ 6.4K⑂ 393
Search & Retrieval🥈#2

yjid/kensaku🔥 active

▲ +877 ★ this week

Search inside documents, code, and even screenshots - instantly and locally. A free, open-source file launcher with OCR, semantic search, and MCP agent access.

📄 OCR & Documents
RustMITupdated Nov 10, 2026
GitHub ↗★ 1.7K⑂ 112
Speech Recognition🥉#3

wquguru/cicada🔥 active

▲ +756 ★ this week

知了 Cicada · 任何会议和直播的实时字幕、同声传译、AI 会议纪要,Mac、Windows、Linux、Android 免费开源。Live subtitles, interpreting and meeting notes for any call or stream, on Mac, Windows, Linux and Android.

SwiftApache-2.0updated Nov 12, 2026
GitHub ↗★ 2.2K⑂ 375
Search & Retrieval#4

Tencent/WeKnora🔥 active

▲ +725 ★ this week

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

❓ Question Answering
GoOtherupdated Nov 9, 2026
GitHub ↗★ 37.3K⑂ 5.2K
Search & Retrieval#5

bojieli/ai-agent-book

▲ +610 ★ this week

《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码

🤖 Language Models
PythonApache-2.0updated Oct 8, 2026
GitHub ↗★ 57.9K⑂ 6.7K
Language Models#6

agentscope-ai/agentscope🔥 active

▲ +454 ★ this week

Build and run agents you can see, understand and trust.

PythonApache-2.0updated Nov 12, 2026
GitHub ↗★ 35.9K⑂ 3.8K
Language Models#7

rasbt/LLMs-from-scratch🔥 active

▲ +441 ★ this week

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

✂️ Tokenization & Preprocessing🧠 Natural Language Processing
Jupyter NotebookOtherupdated Nov 9, 2026
GitHub ↗★ 108.3K⑂ 16.7K
OCR & Documents#8

SoMarkAI/OXR🔥 active

▲ +406 ★ this week

An open-source document parsing model with SOTA accuracy and speed, using an RSI loop during post-training.

PythonOtherupdated Nov 6, 2026
GitHub ↗★ 3.8K⑂ 255
Natural Language Processing#9

NandhaKishorM/laya🔥 active

▲ +403 ★ this week

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

PythonApache-2.0updated Nov 10, 2026
GitHub ↗★ 35.5K⑂ 3.2K
Search & Retrieval#10

microsoft/generative-ai-for-beginners🔥 active

▲ +395 ★ this week

21 Lessons, Get Started Building with Generative AI

🤖 Language Models
Jupyter NotebookMITupdated Nov 12, 2026
GitHub ↗★ 123.4K⑂ 66.3K
OCR & Documents#11

opendatalab/MinerU🔥 active

▲ +385 ★ this week

Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.

PythonOtherupdated Nov 12, 2026
GitHub ↗★ 83.6K⑂ 6.9K
Search & Retrieval#12

VectifyAI/PageIndex🔥 active

▲ +384 ★ this week

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

PythonMITupdated Nov 12, 2026
GitHub ↗★ 40.4K⑂ 3.5K
OCR & Documents#13

ShareX/ShareX🔥 active

▲ +343 ★ this week

ShareX is a free and open-source application that enables users to capture or record any area of their screen with a single keystroke. It also supports uploading images, text, and various file types to a wide range of destinations.

C#GPL-3.0updated Nov 12, 2026
GitHub ↗★ 41K⑂ 4.1K
Natural Language Processing#14

huggingface/transformers🔥 active

▲ +336 ★ this week

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

🎙️ Speech Recognition
PythonApache-2.0updated Nov 12, 2026
GitHub ↗★ 168.9K⑂ 35.2K
OCR & Documents#15

paperless-ngx/paperless-ngx🔥 active

▲ +329 ★ this week

A community-supported supercharged document management system: scan, index and archive all your documents

PythonGPL-3.0updated Nov 12, 2026
GitHub ↗★ 48.1K⑂ 3.4K
OCR & Documents#16

PaddlePaddle/PaddleOCR

▲ +327 ★ this week

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

🔍 Search & Retrieval
PythonApache-2.0updated Sep 16, 2026
GitHub ↗★ 92.6K⑂ 11.7K
Language Models#17

langfuse/langfuse🔥 active

▲ +305 ★ this week

🪢 Open source AI engineering platform: AI Gateway, agent observability, evals, and prompt/skill management, built on OpenTelemetry. One open platform for every AI call and every agent. Self-host or use Langfuse Cloud.

TypeScriptOtherupdated Nov 12, 2026
GitHub ↗★ 37.4K⑂ 4.2K
OCR & Documents#18

mg-chao/snow-shot🔥 active

▲ +299 ★ this week

Snow Shot is free, open-source screenshot software and a screen recording tool for Windows and macOS, with annotation, scrolling screenshots, offline OCR and image pinning. 免费开源截图软件,支持截图标注、滚动长截图、离线 OCR、贴图与录屏。

C++Otherupdated Nov 12, 2026
GitHub ↗★ 7K⑂ 453
Natural Language Processing#19

nanaism/yomiyasu🔥 active

▲ +296 ★ this week

AI生成の日本語を自然な日本語へ推敲するAgent Skill / Agent Skill for Refining AI-Generated Japanese into Natural Japanese

PythonMITupdated Nov 12, 2026
GitHub ↗★ 3.2K⑂ 82
Search & Retrieval#20

neuml/txtai🔥 active

▲ +272 ★ this week

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

🤖 Language Models🧬 Embeddings🧠 Natural Language Processing
PythonApache-2.0updated Nov 11, 2026
GitHub ↗★ 13.3K⑂ 994
Natural Language Processing#21

d2l-ai/d2l-zh

▲ +216 ★ this week

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

PythonApache-2.0updated Jul 30, 2024
GitHub ↗★ 82.5K⑂ 12.5K
Language Models#22

langflow-ai/langflow🔥 active

▲ +215 ★ this week

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

PythonMITupdated Nov 12, 2026
GitHub ↗★ 156.6K⑂ 10.4K
Language Models#23

qingjian-team/qingjian🔥 active

▲ +201 ★ this week

青简 Qingjian:用 Rust 写的拼音输入法,候选词旁多一条正在学的语言的译词

RustGPL-3.0updated Nov 12, 2026
GitHub ↗★ 7.8K⑂ 676
Speech Recognition#24

SYSTRAN/faster-whisper🔥 active

▲ +190 ★ this week

Faster Whisper transcription with CTranslate2

PythonMITupdated Nov 12, 2026
GitHub ↗★ 26.7K⑂ 2.2K
Speech Recognition#25

ggml-org/whisper.cpp🔥 active

▲ +185 ★ this week

Port of OpenAI's Whisper model in C/C++

C++MITupdated Nov 10, 2026
GitHub ↗★ 55.1K⑂ 6.3K
Search & Retrieval#26

dair-ai/Prompt-Engineering-Guide

▲ +172 ★ this week

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

🤖 Language Models
MDXMITupdated Mar 11, 2026
GitHub ↗★ 80K⑂ 8.8K
Search & Retrieval#27

dataelement/bisheng🔥 active

▲ +171 ★ this week

BISHENG is an open-source enterprise Agent platform for building, deploying, and managing AI applications. It combines AI agents, workflows, RAG and knowledge management, desktop agent integration, and vibecoding app hosting with unified model management, evaluation, observability, access control, and enterprise administration.

📄 OCR & Documents
PythonApache-2.0updated Nov 12, 2026
GitHub ↗★ 12.3K⑂ 2K
OCR & Documents#28

hiroi-sora/Umi-OCR

▲ +161 ★ this week

OCR software, free and offline. 开源、免费的离线OCR软件。支持截屏/批量导入图片,PDF文档识别,排除水印/页眉页脚,扫描/生成二维码。内置多国语言库。

PythonMITupdated Nov 20, 2025
GitHub ↗★ 48.6K⑂ 4.7K
OCR & Documents#29

liustack/modlens🔥 active

▲ +158 ★ this week

The first vision plugin for DeepSeek Harness, and the vision bridge for every text-only coding agent. Paste an image, get structured JSON evidence (OCR, layout, semantics). | 全网最强 DeepSeek Harness 外挂视觉插件,为 DeepSeek、GLM 等纯文本模型外挂视觉能力,粘贴图片即得结构化 JSON 证据(OCR、版面、语义)。

TypeScriptMITupdated Nov 7, 2026
GitHub ↗★ 4.9K⑂ 154
Language Models#30

mlabonne/llm-course

▲ +156 ★ this week

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

OtherApache-2.0updated Feb 5, 2026
GitHub ↗★ 85.1K⑂ 9.9K

This month

Speech Recognition🥇#1

anomalyco/hex🔥 active

▲ +6.1K ★ this month

Local voice dictation for mac, windows and linux

RustMITupdated Nov 12, 2026
GitHub ↗★ 6.4K⑂ 393
Search & Retrieval🥈#2

ARahim3/DigUp

▲ +4.3K ★ this month

Search your computer by what's in your files: photos, PDFs, documents, recordings, videos and code. On-device on Mac, Windows and Linux, built on Google DeepMind's EmbeddingGemma 2.

SwiftMITupdated Oct 26, 2026
GitHub ↗★ 6.4K⑂ 507
Search & Retrieval🥉#3

bojieli/ai-agent-book

▲ +3.9K ★ this month

《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码

🤖 Language Models
PythonApache-2.0updated Oct 8, 2026
GitHub ↗★ 57.9K⑂ 6.7K
Search & Retrieval#4

Tencent/WeKnora🔥 active

▲ +3.6K ★ this month

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

❓ Question Answering
GoOtherupdated Nov 9, 2026
GitHub ↗★ 37.3K⑂ 5.2K
Natural Language Processing#5

NandhaKishorM/laya🔥 active

▲ +2.8K ★ this month

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

PythonApache-2.0updated Nov 10, 2026
GitHub ↗★ 35.5K⑂ 3.2K
Search & Retrieval#6

microsoft/generative-ai-for-beginners🔥 active

▲ +2.1K ★ this month

21 Lessons, Get Started Building with Generative AI

🤖 Language Models
Jupyter NotebookMITupdated Nov 12, 2026
GitHub ↗★ 123.4K⑂ 66.3K
OCR & Documents#7

opendatalab/MinerU🔥 active

▲ +1.9K ★ this month

Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.

PythonOtherupdated Nov 12, 2026
GitHub ↗★ 83.6K⑂ 6.9K
Language Models#8

rasbt/LLMs-from-scratch🔥 active

▲ +1.8K ★ this month

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

✂️ Tokenization & Preprocessing🧠 Natural Language Processing
Jupyter NotebookOtherupdated Nov 9, 2026
GitHub ↗★ 108.3K⑂ 16.7K
OCR & Documents#9

PaddlePaddle/PaddleOCR

▲ +1.6K ★ this month

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

🔍 Search & Retrieval
PythonApache-2.0updated Sep 16, 2026
GitHub ↗★ 92.6K⑂ 11.7K
Language Models#10

mlabonne/llm-course

▲ +1.5K ★ this month

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

OtherApache-2.0updated Feb 5, 2026
GitHub ↗★ 85.1K⑂ 9.9K
Natural Language Processing#11

datawhalechina/diy-llm🔥 active

▲ +1.4K ★ this month

Covers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning | 涵盖预训练数据、分词器、Transformer、MoE、分布式训练、缩放定律、推理与对齐,6 项渐进代码作业,掌握 LLM 全栈知识

Jupyter Notebookno licenseupdated Nov 9, 2026
GitHub ↗★ 2.9K⑂ 282
OCR & Documents#12

paperless-ngx/paperless-ngx🔥 active

▲ +1.4K ★ this month

A community-supported supercharged document management system: scan, index and archive all your documents

PythonGPL-3.0updated Nov 12, 2026
GitHub ↗★ 48.1K⑂ 3.4K