Kenneth Hamilton PRO
AI & ML interests
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The platform already has a ton of great integrations that let you interact with your external apps directly with tools, but I wanted to add the ability to do stuff in Slack as well.
πͺ So I took the base Anthropic Slack MCP server, added a whole bunch of new tools, and generalized it as an HTTP-based SSE-server and deployed it in like 2 minutes with Railway so that Strawberry could make use of it (as can Claude or any other MCP client).
Now, you can Chat with your Strawberry Companion (or Claude, or whatever) and do things like:
β‘οΈ Get caught up across all of your Slack channels after a long weekend or noisy incident without having to read 20 threads in 10 different channels
β‘οΈ Create, read, and edit Canvases, Messages, and Channels
β‘οΈ Take any resources or content that you're using in your Chat and inject it directly into Slack without copy / paste
π I'm pretty pleased with the results, and I made a short demo video showing the results of the work (link in comments). The best part is, it's available on GitHub for anyone else to use too (link in the comments, instructions in the README). The setup takes about 5-10 minutes.
The tutorial is here: https://huggingface.co/blog/hf-skills-training
These are the kinds of innovations that are going to help everyone benefit from the power of Artificial Intelligence. Well done gentlemen and thank you for sharing.
Put me in coach.
I agree with both of your points, but neither of them represents a weaponization of this technology against American security interests by the Chinese government.
Instruct GGUF: unsloth/Qwen3-Next-80B-A3B-Instruct-GGUF
The models come in Thinking and Instruct versions and utilize a new architecture, allowing it to have ~10x faster inference than Qwen32B.
π Step-by-step Guide: https://docs.unsloth.ai/models/qwen3-next
Thinking GGUF: unsloth/Qwen3-Next-80B-A3B-Thinking-GGUF
π€ Can anyone describe a credible scenario where these models can be leveraged by the Chinese government to endanger American security interests or am I right to believe that this is just Red Scare nonsense?
Ended up going with Paddle: https://github.com/PaddlePaddle/PaddleOCR
Good performance and totally open-source. Using on a RunPod container works great!
A few months ago, I built a quick POC in Hugging Face that used a fine-tuned variant of OpenAI's OSS-20B model that I trained to convert the text from pre-reform Russian-language documents into modern Russian orthography.
β‘οΈ This morning, I launched novoyaz.io.
This is a production app, the frontend for which I built in like two hours with Lovable, that uses that same fine-tuned model for transliteration, but now has a bunch of extra features that make using it even easier (like taking and uploading pictures with your on-device camera for example π ).
π If you're a researcher, or know a researcher, for whom this app will improve their day-to-day workflows, please get in touch with me.
Yeah totally get there are options out there, but was just looking for some pointers from people who might have used some of the options and could offer advice on the best one in their opinion.
Decided to go with PaddleOCR: https://github.com/PaddlePaddle/PaddleOCR
I regularly think about this fact and it haunts me deeply.
It should just be taking you to the Strawberry homepage. I guess they are tracking clicks.
π Shamelessly sharing my referral link here to move up in the waitlist line. Help me out, give it a click.
Subbed, we'll make it through this traumatic experience together.
