### πŸ€– LLM |πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---|:---|:---| |[LLM-DOC](https://github.com/RapidAI/LLM-DOC)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/LLM-DOC?style=flat-square)|A research library for large language models| |[LLM-EXAM](https://github.com/RapidAI/LLM-EXAM)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/LLM-DOC?style=flat-square)|A community Chinese benchmark and question bank for large language models| ### πŸ”πŸ’¬ RAG |πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---|:---|:---| |[RapidRAG](https://github.com/RapidAI/RapidRAG)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidRAG?style=flat-square)|Question answering over local knowledge and LLMs| ### βš™ OCR inference and deployment |πŸ§‘β€πŸ’» Language|πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---:|:---|:---|:---| |Python|[πŸ”₯RapidOCR](https://github.com/RapidAI/RapidOCR)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOCR?style=flat-square)|OCR toolkits for multiple programming languages based on ONNX Runtime, OpenVINO and PaddlePaddle. PaddleOCR models are converted for fast ONNX Runtime inference.| |C++|[RapidOcrOnnx](https://github.com/RapidAI/RapidOcrOnnx)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOcrOnnx?style=flat-square)|RapidOCR ONNX for C++| |C++|[RapidOcrNcnn](https://github.com/RapidAI/RapidOcrNcnn)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOcrNcnn?style=flat-square)|RapidOCR NCNN inference| |Java|[RapidOcr-Java](https://github.com/MyMonsterCat/RapidOcr-Java)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOcr-Java?style=flat-square)|Java implementation of RapidOCR based on PaddleOCR, supporting macOS, Windows, Linux and PP-OCRv4| |Java|[RapidOCR4j](https://github.com/hzkitty/RapidOCR4j)|![GitHub Repo stars](https://img.shields.io/github/stars/hzkitty/RapidOCR4j?style=flat-square)|Cross-platform Java port of RapidOCR using ONNX Runtime and OpenCV| |Java|[RapidOcrOnnxJvm](https://github.com/RapidAI/RapidOcrOnnxJvm)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOcrOnnxJvm?style=flat-square)|RapidOCR ONNX Java/Kotlin JNI tests| |Java|[RapidOcrNcnnJvm](https://github.com/RapidAI/RapidOcrNcnnJvm)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOcrNcnnJvm?style=flat-square)|RapidOCR NCNN Java/Kotlin JNI| |C#|[RapidOCRCSharp](https://github.com/RapidAI/RapidOCRCSharp)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAI/RapidOCRCSharp?style=flat-square)|Windows C# WinForms example| |Android|[RapidOcrAndroidOnnx](https://github.com/RapidAI/RapidOcrAndroidOnnx)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOcrAndroidOnnx?style=flat-square)|RapidOCR ONNX Runtime inference for Android| |Android|[RapidOcrAndroidOnnxCompose](https://github.com/RapidAI/RapidOcrAndroidOnnxCompose)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOcrAndroidOnnxCompose?style=flat-square)|Android OCR demo with OpenCV, ONNX Runtime, Jetpack Compose and Kotlin| |E language|[RapidOCRServer](https://github.com/Physton/RapidOCRServer)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOCRServer?style=flat-square)|RapidOCR HTTP service for Win32| ### πŸ“„ Intelligent documents |πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---|:---|:---| |[RapidTableDetection](https://github.com/RapidAI/RapidTableDetection)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidTableDetection?style=flat-square)|Detect and extract table regions from images, correcting perspective and rotation| |[RapidUnWrap](https://github.com/RapidAI/RapidUnDistort)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidUnDistort?style=flat-square)|Correct document distortion with a lightweight ONNX model| |πŸ”₯[RapidDoc](https://github.com/RapidAI/RapidDoc)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidDoc?style=flat-square)|Extract content from document images and export it to Word or TXT| |[RapidOrientation](https://github.com/RapidAI/RapidOrientation)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidOrientation?style=flat-square)|Document orientation classification| |[RapidLaTexOCR](https://github.com/RapidAI/RapidLaTeXOCR)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidLaTexOCR?style=flat-square)|Formula recognition based on LaTeX-OCR and ONNX Runtime| |[RapidTable](https://github.com/RapidAI/RapidTable)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidTable?style=flat-square)|ONNX table recognition converted from PP-Structure| |[TableStructureRec](https://github.com/RapidAI/TableStructureRec)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAI/TableStructureRec?style=flat-square)|Open-source table-structure recognition models and ONNX conversion| |[RapidLayout](https://github.com/RapidAI/RapidLayout)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAI/RapidLayout?style=flat-square)|Chinese and English document layout analysis| |[RapidOCRPDF](https://github.com/RapidAI/RapidOCRPDF)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAI/RapidOCRPDF?style=flat-square)|Extract PDF content with RapidOCR| |[ExtractOfficeContent](https://github.com/SWHL/ExtractOfficeContent)|![GitHub Repo stars](https://img.shields.io/github/stars/SWHL/ExtractOfficeContent?style=flat-square)|Extract content from Office files| ### 🎢 Speech |πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---|:---|:---| |[RapidASR](https://github.com/RapidAI/RapidASR)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidASR?style=flat-square)|Cross-platform ASR based on ONNX Runtime and FunASR| |[RapidTTS](https://github.com/RapidAI/RapidTTS)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidTTS?style=flat-square)|Cross-platform text-to-speech based on ONNX Runtime| |[RapidVoice](https://github.com/RapidAI/RapidVoice)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidVoice?style=flat-square)|Engineering implementation of SenseVoice| |[RapidPunc](https://github.com/RapidAI/RapidPunc)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidPunc?style=flat-square)|Add punctuation to ASR text| |[paraformer_simple](https://github.com/RapidAI/paraformer_simple)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/paraformer_simple?style=flat-square)|Simplified inference code for the Paraformer ASR model| |[RapidAudioKit](https://github.com/RapidAI/RapidAudioKit)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidAudioKit?style=flat-square)|Audio resampling tools| |[RapidVAD](https://github.com/RapidAI/RapidVAD)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidVAD?style=flat-square)|Split audio for ASR| |[RapidTP-Aligns](https://github.com/RapidAI/RapidTP-Aligns)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/RapidTP-Aligns?style=flat-square)|Speech timestamp prediction| ### πŸ‘·β€β™‚οΈπŸ› οΈ Builders |πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---|:---|:---| |[OnnxruntimeBuilder](https://github.com/RapidAI/OnnxruntimeBuilder)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/OnnxruntimeBuilder?style=flat-square)|ONNX Runtime builder| |[OpenCVBuilder](https://github.com/RapidAI/OpenCVBuilder)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/OpenCVBuilder?style=flat-square)|Custom OpenCV builder| ### πŸ”„ Conversion tools |πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---|:---|:---| |[PaddleOCRModelConvert](https://github.com/RapidAI/PaddleOCRModelConvert)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/PaddleOCRModelConvert?style=flat-square)|PaddleOCR model conversion tool| |[LabelConvert](https://github.com/RapidAI/LabelConvert)|![GitHub Repo stars](https://img.shields.io/github/stars/RapidAi/LabelConvert?style=flat-square)|Object-detection dataset format conversion| ### 🏷 Evaluation tools |πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---|:---|:---| |[TextDetMetric](https://github.com/SWHL/TextDetMetric)|![GitHub Repo stars](https://img.shields.io/github/stars/SWHL/TextDetMetric?style=flat-square)|Text-detection evaluation metrics| |[TextRecMetric](https://github.com/SWHL/TextRecMetric)|![GitHub Repo stars](https://img.shields.io/github/stars/SWHL/TextRecMetric?style=flat-square)|Text-recognition evaluation metrics| |[TableRecognitionMetric](https://github.com/SWHL/TableRecognitionMetric)|![GitHub Repo stars](https://img.shields.io/github/stars/SWHL/TableRecognitionMetric?style=flat-square)|Table-recognition evaluation metrics| ### πŸ“± Applications |πŸ—οΈ Project|⭐ Stars|πŸ“ Description| |:---|:---|:---| |[RapidVideOCR](https://github.com/SWHL/RapidVideOCR)|![GitHub Repo stars](https://img.shields.io/github/stars/SWHL/RapidVideOCR?style=flat-square)|Extract hardcoded subtitles from videos| ### πŸ”’ Datasets |πŸ—οΈ Project|πŸ“ Description| |:---|:---| |[text_det_test_dataset](https://huggingface.co/datasets/SWHL/text_det_test_dataset)|Text detection test set| |[text_rec_test_dataset](https://huggingface.co/datasets/SWHL/text_rec_test_dataset)|Text recognition test set| |[table_rec_test_dataset](https://huggingface.co/datasets/SWHL/table_rec_test_dataset)|Table recognition test set| ### [More](https://github.com/orgs/RapidAI/repositories)