- Видео 11
- Просмотров 8 375
Maximilian Jesch
Добавлен 13 мар 2023
RAG in IBM watsonx! Get your data into your LLM system! Easy, intuitive, scalable
RAG is the workhorse of the ongoing Gen-AI Revolution! And watsonx is one of the best places to make it happen.
The streamlit app github.com/aseelert/chat-with-documents
Timestamps:
00:00 - Intro
00:34 - The Scenario
00:50 - What is RAG?
04:53 - Like and Subscribe!
05:01 - Set up a simple RAG system
07:16 - Deploy the RAG system
10:10 - Consume the RAG system via a Streamlit app
11:04 - Make this scalable
12:06 - setup your own milvus instance
12:45 - integrate milvus into the RAG system
15:51 - Outro
The streamlit app github.com/aseelert/chat-with-documents
Timestamps:
00:00 - Intro
00:34 - The Scenario
00:50 - What is RAG?
04:53 - Like and Subscribe!
05:01 - Set up a simple RAG system
07:16 - Deploy the RAG system
10:10 - Consume the RAG system via a Streamlit app
11:04 - Make this scalable
12:06 - setup your own milvus instance
12:45 - integrate milvus into the RAG system
15:51 - Outro
Просмотров: 633
Видео
Instructlab in 20 minutes! (Or: How to train your LLMs in style?)
Просмотров 2,7 тыс.4 месяца назад
Looking for a way to finetune your Large Language Models in an efficient, reproducible and scalable way? Want to use Llama or Mixtral to make your small models better? You have come to the right place! Meet Instructlab! github.com/instructlab the original github repo github.com/Max-Jesch/instructlab_demo the code that I used Timestamps: 00:00 - Intro 01:17 - What is Instructlab? 02:42 - Concept...
watsonx Code Assistant for Ansible in under 10 minutes
Просмотров 4918 месяцев назад
Dive into the world of Ansible automation with Watsonx Code Assistant, and find out why it's the go-to for big companies managing critical systems. Forget about using ChatGPT for this stuff; when you're in the big leagues, Watsonx brings the A-game with privacy, transparency, and top-notch data. This walkthrough under 10 minutes not only gets you into what Ansible's all about but also rolls out...
watsonx.data in 10 minutes!
Просмотров 2,9 тыс.9 месяцев назад
This video provides an in-depth look at the concept of data lakehouses, highlighting their role in bridging the gap between data lakes and data warehouses. It includes a hands-on demonstration of IBM's watsonx.data, showcasing how it implements the data lakehouse concept through its architecture and querying capabilities. Timestamps: 00:00 - Intro 00:25 - Datalake vs Datawareouse 02:17 - Datala...
Build better applications with LLMs leveraging AI governance!
Просмотров 15211 месяцев назад
In this video I want to show you how you can use watsonx.governance to build better applications that use LLMs. Timestamps: 00:00 - Intro 00:36 - check out watsonx 01:04 - IDE for prompt engineering 02:20 - getting some examples 03:40 - the old way to deploy 04:30 - evaluate your prompt! 06:35 - AI Factsheets 07:10 - deploy your prompt model 08:30 - use deployed model 09:40 - Outro
Analyze instagram comments using Large Language Models
Просмотров 605Год назад
In this video I will show you how you can use LLama2 hosted in IBM watsonx.ai to analyse instagram comments. Find all the code here: github.com/Max-Jesch/watsonx_for_social_media If you have any questions feel free to contact me directly. www.linkedin.com/in/maximilian-jesch/ Timestamps: 00:00 - Intro 00:57 - getting the data 02:28 - watsonx.ai and prompt engineering 07:08 - granite model 07:33...
Install IBM Cloud Paks the easy way
Просмотров 532Год назад
In this video I will show you how to install Cloud Pak for Data (you can also install other Cloud Paks) using an awesome Tool called the "Cloud Pak deployer". We will be deploying to IBM Cloud, but AWS and Azure are supported as well. link to the repository containing the configuration: github.com/Max-Jesch/cpd-config-for-yt link to the cloud pak deployer: github.com/IBM/cloud-pak-deployer Time...
Machine Learning with IBM Watson Studio
Просмотров 157Год назад
In this video I will show you how to upload your data to a DB2 database and use it to train a neural network in watson studio and deploy it in watson machine learning Code used in Video: github.com/Max-Jesch/mlops_demo Timecodes 0:00 - Intro 0:12 - Setup DB2 Database 1:04 - Setup Watson Studio 1:45 - Setup Watson Machine Learning 2:05 - Setup Cloud Object Storage 2:45 - First Look at Cloud Pak ...
Introduction to AI 2023 The Low Math way to understand Neural Networks
Просмотров 85Год назад
The recording of a talk I gave at the "Data, Cloud and AI in Switzerland" meetup group: www.meetup.com/big-data-developers-switzerland/ The code and the slides can be found here: github.com/Max-Jesch/Introduction-to-AI Timestamps: 00:00 Introduction 02:15 Agenda 03:35 Historical overview 10:04 Overview of machine learning approaches 13:20 Simple real world example 15:49 Hands-on Neural Network ...
Doing AI governance and ML ops right! part 1 of 2
Просмотров 100Год назад
In this video I will show you how to use IBM Watson AutoAI to create a really good ML model and how to use Watson Studio with AIfactsheets and Watson Knowledge Catalog to keep track of your models so you avoid trouble with the regulators. Additionaly we will use and Watson Machine Learning to deploy our model. This is the link to the repository: github.com/Max-Jesch/aigovernance_video Timestamp...
Thanks , can you add more details about the cloud setup?
Do you mean the cloudsetup that I used? It is super straight forward. Setup the VM and then do a pip install. Or do you mean the SaaS offering of instructlab?
@@maxjesch thanks
There isn't much about this type of analysis anywhere 😅
Very informative video!
Thank you, Please never stop posting .....
Thanks a lot. I will try my best :-)
Like always great content keep it up brother
Thanks a lot! Will do :-)
Thanks this is really helpful!
Awesome content! Thanks a lot for sharing! Great how far watsonx has come....
Great intro 👏👏. Thanks a lot.
Thank you, and interesting video which covers a lot of questions very quickly!
This is a great video!
Can you share some more insights from your experience on what is additionally required in step one which may be added to Instructlab by the community?
Hey and thanks for your comment :-) What do you mean with step 1?
Hallo Max, tolle Darstellung - und zeigt was Opensource in LLMs wirklich bedeuten kann und das smaller besser sein kann.
Is the Infrastructure manager available in the watsonx trial?
nice!
Awesome content 👍
Gooo Max! great one!
Excellent video, really informative - please make more!
Great work!👏
Cool video. Please more of it 👍🏻
awesome video! Thanks a lot!
Amazing! Thanks for sharing 😊
My pleasure 😊
Thanks Max, brilliant video and content, just a question if we need some credits $ on IBM cloud trail account how we would get it? Could you please help on this?
Thanks for the feedback :-) The trial account usually comes with some free quota I think. You can just register and start working. If you have any further question shoot me a message either here or on linkedin
Awesome! Truely easy! Thanks Max for sharing.
Thank you Max great content. 🚀
Thx Max for sharing, I like 😀