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ultralytics 8.0.236 dataset semantic & SQL search API (#7136)

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Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: Laughing-q <1182102784@qq.com>
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Ayush Chaurasia 2024-01-07 00:23:25 +05:30 • committed by GitHub
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@ -39,12 +39,17 @@ Introducing [Ultralytics](https://ultralytics.com) [YOLOv8](https://github.com/u
Explore the YOLOv8 Docs, a comprehensive resource designed to help you understand and utilize its features and capabilities. Whether you are a seasoned machine learning practitioner or new to the field, this hub aims to maximize YOLOv8's potential in your projects
# 🌟 New: Ultralytics Explorer 🌟
Create embeddings for your dataset, search for similar images, run SQL queries and perform semantic search. You can get started with our GUI app or build your own using the API. Learn more [here](datasets/explorer/index.md).
## Where to Start
- **Install** `ultralytics` with pip and get up and running in minutes &nbsp; [:material-clock-fast: Get Started](quickstart.md){ .md-button }
- **Predict** new images and videos with YOLOv8 &nbsp; [:octicons-image-16: Predict on Images](modes/predict.md){ .md-button }
- **Train** a new YOLOv8 model on your own custom dataset &nbsp; [:fontawesome-solid-brain: Train a Model](modes/train.md){ .md-button }
- **Explore** YOLOv8 tasks like segment, classify, pose and track &nbsp; [:material-magnify-expand: Explore Tasks](tasks/index.md){ .md-button }
- **Tasks** YOLOv8 tasks like segment, classify, pose and track &nbsp; [:material-magnify-expand: Explore Tasks](tasks/index.md){ .md-button }
- **Explore** datasets with advanced semantic and SQL search &nbsp; [:material-magnify-expand: Run Explorer](datasets/explorer/index.md){ .md-button }
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