It's only fast if you use conda packages. But most AI/ML packages need to be installed from PyPI, so in that case you would have to use pip in your conda env, which is again slower than uv.
SOFTWARE
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Basic Laptop Sufficient for API-Based AI Development
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Just a basic laptop is fine! We use APIs with free tiers in the vast majority.
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Databricks Powers SAP with Native AI and Data Science
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We’re bringing the power of Databricks to SAP for data science, AI/ML and SQL workloads. The all new SAP Databricks will give you native access to SAP data without extraction–so you can build AI apps and agent systems with your most valuable data. https://
dbricks.co/4jTRXC1 -
Docker Setup Tutorial for LLMs: Last Resort Option Due to Overhead
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There's a tutorial for that as well: https://
github.com/rasbt/LLMs-fro
m-scratch/tree/main/setup/03_optional-docker-environment
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But I would only consider that as the last resort because it adds overhead and is not very resource efficient. -
DevContainers Setup Guide and Local Machine Execution Preferences
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There's a setup guide for DevContainers here, too: https://
github.com/rasbt/LLMs-fro
m-scratch/tree/main/setup/03_optional-docker-environment
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No offense, but personally I had running it on my local machine. It has slower startup times, adds overhead, and is also storage-inefficient. -
Best AI-Powered Search Product on the Web
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among many other things, it's the best search product on the web! check it out and lmk what you think.
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Perplexity’s Deep Research free model rivals OpenAI’s $200 plan
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Perplexity's Deep Research is now the best free model you can use – if you were curious about OpenAI's $200/mo plan for deep research, give this a try first – especially if you're just tooling around. Insanely comprehensive.
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SambaNova Cloud Launches DeepSeek-R1 671B Access
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We love all the buzz and we're psyched to give you access to DeepSeek-R1 671B running on SambaNova Cloud! The team is hustling & rapidly rolling out capacity to provide early access. Stay posted — the waitlist is growing and we want you to engage!
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Stable Diffusion 3.5 Large Launches on Azure AI Foundry
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Stable Diffusion 3.5 Large is now on @Azure AI Foundry! Hear from our CEO on what this means for creators, developers, and businesses alike.