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Data Alchemy
Public • 19.8k • Free
Data Freelancer
Private • 77 • Paid
9 contributions to Data Alchemy
23d ago
in
How to Get Ahead in Generative AI
New LinkedIn post. Let me know what you think ... https://www.linkedin.com/feed/update/urn:li:activity:7234180533696548864/
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New comment 18d ago
Jun 27
in
An Excellent RAG Reference
This article provides an excellent overview of all the RAG components, techniques, and issues. https://towardsdatascience.com/17-advanced-rag-techniques-to-turn-your-rag-app-prototype-into-a-production-ready-solution-5a048e36cdc8
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New comment Jun 27
Jun 21
in
Generative AI LinkedIn Post
My day-job company posted a video interview on LinkedIn regarding a project I just completed. It was a perfect opportunity to repost. https://www.linkedin.com/feed/update/urn:li:share:7209917498735890435/ The video itself was posted on AWS, https://www.thecube.net/events/aws/financial-services-symposium/content/Videos/e0ad5225-02fe-4a8c-bb06-a7ea606561b7 I hope you like it!
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New comment Jun 22
1 like • Jun 22
Thanks @Danny Gerst . For my post, I just wrote it at my keyboard. The company part may have had more of a corporate writer. I appreciate your feedback.
Nov '23
in
How to run AI Locally on Your Laptop
OpenAI has some really nice APIs, but you have to pay for their service. It's the easy way. But, I wanted to run LLMs locally on my laptop. That way, I had much more control and could write code to learn more about how to make thing work. Here's how I did it. 1. Download and install Ollama, https://ollama.ai/ It runs on Mac (ARM, M1, M2, etc.) or Linux. Not Windows yet, but WSL should work. 2. Check out the models they have, https://ollama.ai/library 3. I've had good luck with the mistral model. Go to your command line and type ollama run mistral. There you go. Right on your laptop—your own LLM experience. There's a lot more I could add. If this is interesting, please send me a Like and ask your questions.
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New comment 8d ago
6 likes • Nov '23
Another tip for using Ollama is LiteLLM, https://litellm.ai/, https://github.com/BerriAI/litellm There are a lot of examples of apps on the web that use OpenAI for the LLM. But, it's not trivial to adapt the examples to use Ollama. LiteLLM is a wrapper that implements the OpenAI API and it supports Ollama. With LiteLLM is IS trivial to adapt any OpenAI example to run locally with Ollama.
0 likes • May 18
This looks very cool @Jeff Johnson .I'll check it out!
Apr 25
in
Thinking in Generative AI
I write Gen AI code and apps, plus I'm an architect, so I have a lot of the techie stuff covered. Still, there are many ways to solve business problems with LLMs and it seems to me that many of us are stumbling on how to structure our AI solutions. I want a more powerful playground app that helps think through the steps and components for an AI app. It would also allow for fast iteration. Low code is part of what I imagine as this kind of thinking happens before it's time to write code. Does anyone here on Data Alchemy know of such a tool?
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New comment Apr 28
2 likes • Apr 26
@Anaxareian Aia yes, I'm definitely using some "fuzzy" thinking. Really, I want to be able to easily "play" with the components while minimizing the distractions. Code is too low-level. Have any of you used Figma for UI design. You can drag and drop elements around until you like how it all looks and works together. I want to do that for AI. See the attached Autogen Studio example. I'm not thinking of something that would be general purpose or production-ready. A fast and easy playground. Thanks everyone for your contribution.
1 like • Apr 27
Thanks @Anaxareian Aia! You've helped me realize I need to think this through some more. I'll take some some time and do that. What I'm seeking is not a general purpose app builder like softr, bubble, etc. I'm like you on Flowise. I played with it just a bit, but may not have gone far enough. Flowise and similar tools may be the right starting point. Do you happen to know of a list of tools similar to Flowise? I know and use LangChain, but would prefer to be less linked to them for my idea.
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Active 21h ago
Joined Aug 16, 2023
ENTJ
Atlanta, GA
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