v0.0.62 Doc fixes – @eltociear @rukmal_w Sasmitha Manathunga Spacy Text Splitter fix – @SmitShah_11
Add filters to @pinecone – @samcarf Collab NB section in docs – @samcwl Custom prompt for LLMMath and SQLite Chains – h/t @nickscamara_ Francisco Ingham
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v0.0.62 Release: Documentation and Text Processing Improvements
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Complexity Merchants Rebuild Death Star of Unnecessary Systems
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“But damn if the merchants of complexity didn't see such simplicity as a bug to quickly correct, and use their impressive tractor beam of bullshit to pull us back towards the ever-reconstructing Death Star once more.” https://
world.hey.com/dhh/they-re-re
building-the-death-star-of-complexity-4fb5d08d
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YOLOv8 vs YOLOv5: Anchor-Free vs Anchor-Based Detection Comparison
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⚡️Did you know YOLOv8 is an anchor-free object detection model, and YOLOv5 is an anchor-based object detection model?
— Satya Mallick (@LearnOpenCV) 13 janvier 2023
We conduct an in-depth comparison between them and carry out inference for detection and segmentation.https://t.co/R2w5UWRYIl#yolo #yolov8 #yolov5 #ai pic.twitter.com/s9f7slmRd3Did you know YOLOv8 is an anchor-free object detection model, and YOLOv5 is an anchor-based object detection model?
We conduct an in-depth comparison between them and carry out inference for detection and segmentation. https://
learnopencv.com/ultralytics-yo
lov8/
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Comprehensive Prompt Engineering Guide with References
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Prompt Engineering Guide (1.1K) This new guide helps you find the latest & greatest information regarding prompt engineering. More references were added. Lecture + notebook coming soon! https://
github.com/dair-ai/Prompt
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JSON Output Format for AI Model Integration
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for that, its pretty dependent on your use case, but i would recommend telling it to write output in json (and showing it some examples) and then parsing that json
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Ultimate Resources to Learn SQL and NoSQL Free
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3) Ultimate resources to learn SQL/NoSQL https://
medium.com/devops-dev/ult
imate-resources-to-learn-sql-nosql-for-free-e86f48b5620e
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Learn Time Series Analysis and Forecasting Free
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2) Learn about time series analysis and forecasting for free with article
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Get started with building data apps using Streamlit
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1) Get started with building data apps using streamlit
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GitHub Copilot Labs: UI Buttons Replace Complex Prompting
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Meanwhile, GitHub Copilot itself continues to make big strides in DX with Labs. Follow @wattenberger for updates! notice that prompting is gently swept under the covers in favor of buttons that magically/reliably do useful things. This reduces cognitive load and learning curve!
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Camouflage Poisoning Attack on Machine Learning Models
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For more details, please check out the paper and the code! And definitely remember the names of the first authors, Waterloo undergrads Jimmy Di (applied to grad schools this year) and Jack Douglas. https://
arxiv.org/abs/2212.10717 https://
github.com/Jimmy-di/camou
flage-poisoning
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