A neat thing about pip and its ecosystem is that – if you know how to package for it – it's actually really good at installing the right binary for the current operating system and adding it to the user's path
OPEN SOURCE
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Perplexica: Open-Source AI-Powered Search Engine Tool
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Perplexica – An AI-powered search engine Perplexica is an open-source AI-powered searching tool or an AI-powered search engine that goes deep into the internet to find answers. Built with LangChain, this is a great resource for getting started! https://
github.com/ItzCrazyKns/Pe
rplexica
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Open Source AI Transparency vs Proprietary System Secrecy
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Unlikely to happen with proprietary systems because they probably think of their prompts as trade secrets (though they'll leak easily enough to anyone who tries to get them), but open source AI assistants would have less incentive to try and hide their implementation details
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Deepfakes: Why Top-Down Policy Won’t Stop Synthetic Media
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I have been playing with open source voice cloning, face swapping, and image tools, and the unfortunate conclusion is that there is no longer a top-down policy that will stop deepfakes or watermark AI images, the tools are out there. We need different approaches to address this.
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Google Lays Off Entire Python Foundations Team
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apparently Google laid off their entire Python Foundations team, WTF!
( @SkyLi0n who is one of the pybind11 maintainers just informed me, asking what ways they can re-fund pybind11)
The team seems to have done substantial work that seems critical for Google internally as well. -
LazyRegressor: Automated Model Selection and Evaluation for ML
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Model selection is key for any ML Project which includes identify the model that generalizes well and provides the best performance. This library can save time and effort by training and evaluating all your ML models at once. Here is using LazyRegressor for Regression Problems:
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Lazy Predict: Train and Evaluate Multiple ML Models Instantly
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Train and Evaluate all your Machine Learning Models at once! Introducing Lazy Predict a Python Library that allows you to train, test and evaluate all your ML models at once with just a few lines of code.
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Llama3-405B: Open Source Models Cost Advantage
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I’m bullish on OSS models like Llama3-405B. 70B is just as good as Claude Sonnet, but already an order of magnitude cheaper. The cost equation goes down quite a bit if it’s not through a closed model provider. Reliability will need technical ingenuity.
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Devika Open Source AI Agent: Early Assessment and Progress
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Been experimenting with Devika, the open source effort to build an AI agent like Devin. It is a very interesting start, but not close to Devin, yet. It struggles with executing on plans (the most critical feature for an AI agent). But I suspect that it will improve over time.
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Meet João Moura Creator of CrewAI Framework
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Super excited to meet @joaomdmoura
, the creator of awesome @crewAIInc
! Looking forward to amazing applications of CrewAI