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Tech Primers
Индия
Добавлен 18 янв 2017
Hello World, I'm Ajay. I'm a Principal SWE. Of all the tech savvy things I do, sharing is my hobby.
🎥 TechPrimers is an educational channel to provide insights on latest technology implementations and advancements.
⌨️ The topics of interest include AI, Spring Boot, DevOps, Cloud, Architecture, Tips & tricks, etc.,
🕹 How can you navigate the channel?
- Explore the playlist for topics you are looking for.
- Skip to exact timestamps ⏱ (in description) to be more productive.
- Use the Github link in each video to take a look at the code used in the corresponding video.
Finally Learn, Code and Share..!
---------------------------------------------------
Disclaimer/Policy:
The content may or may not match your expectations and level of pronunciation/understanding.
The content/views/opinions posted here are solely mine and the code samples created by me are open sourced.
All the videos posted here are copyrighted. You cannot re-distribute videos on this channel in other platforms
🎥 TechPrimers is an educational channel to provide insights on latest technology implementations and advancements.
⌨️ The topics of interest include AI, Spring Boot, DevOps, Cloud, Architecture, Tips & tricks, etc.,
🕹 How can you navigate the channel?
- Explore the playlist for topics you are looking for.
- Skip to exact timestamps ⏱ (in description) to be more productive.
- Use the Github link in each video to take a look at the code used in the corresponding video.
Finally Learn, Code and Share..!
---------------------------------------------------
Disclaimer/Policy:
The content may or may not match your expectations and level of pronunciation/understanding.
The content/views/opinions posted here are solely mine and the code samples created by me are open sourced.
All the videos posted here are copyrighted. You cannot re-distribute videos on this channel in other platforms
Chat UI in 5 lines of code 💬 ft. Gradio | Tech Primers
This video covers Gradio. Gradio is an open-source Python package that simplifies the development of interactive and user-friendly machine learning applications. With Gradio, you can quickly create customizable UI components for your ML models, APIs, or even arbitrary Python functions using just a few lines of code. Whether you want to integrate the Gradio GUI directly into your Jupyter notebook or share it as a link with others, Gradio makes it easy! 😊
If you’re interested, you can explore more about Gradio on their official website linked below. It’s a powerful tool that has gained popularity in the machine learning and deep learning communities for its simplicity and effectiveness in cr...
If you’re interested, you can explore more about Gradio on their official website linked below. It’s a powerful tool that has gained popularity in the machine learning and deep learning communities for its simplicity and effectiveness in cr...
Просмотров: 557
Видео
Hands-on: Azure Open AI with Spring AI 🔥☁️
Просмотров 1,1 тыс.День назад
This hands-on video covers how to integrate Spring AI Framework with Azure Open AI services. Spring AI is an application framework for AI engineering within the Spring Framework. It aims to bring the power of artificial intelligence (AI) to Java developers, allowing them to create Java-based AI applications without unnecessary complexity12. The project draws inspiration from notable Python proj...
Spring Health Assessment | How vulnerable is your Spring Application? 🔥
Просмотров 1,3 тыс.14 дней назад
This video covers how to leverage Spring Health Assessment from VMWare to identify how vulnerable your application is. Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin 📌 Related Links 🔗 Spring Health Assessment - tanzu.vmware.com/spring-health-assessment 📌 Related Playlist 🔗 AI Primer Playlist - ruclips.net/p/PLTyWtrsGknYfQqy5jsz-QAQfEzShaXQkJ...
Hands-on: Spring AI with Ollama and Microsoft Phi-3 🚀 🦙 | Run LLMs locally and connect from Java
Просмотров 3,2 тыс.14 дней назад
This video covers how to run LLMs locally using Ollama and Spring AI with hands on example in Spring Boot and Ollama libraries. Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin 📌 Related Playlist 🔗 AI Primer Playlist - ruclips.net/p/PLTyWtrsGknYfQqy5jsz-QAQfEzShaXQkJ 🔗Spring Boot Primer - ruclips.net/p/PLTyWtrsGknYegrUmDZB6rcqMotOFZKvbn 🔗Sprin...
What is Small Language Model? | Need for SLMs | GPTs in Laptop | Offline Language Models
Просмотров 92021 день назад
This video covers about Small Language Models with a cast study ⏱ Chapter Timestamps 00:00 - Intro 00:28 - What is Small Language Model 02:31 - Need for SLMs? 03:00 - Case Study: Offline Applications 05:06 - SLMs in the market Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin 📌 Related Links 🔗CoPilot PCs - ruclips.net/video/5JmkWJNng2I/видео.ht...
3 AI Browsers with AI Assistants to increase your productivity
Просмотров 1 тыс.Месяц назад
This video covers the 3 different AI browsers and their AI Assistants Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin 📌 Related Links 🔗 Brave: brave.com/ 🔗 Microsoft Edge: www.microsoft.com/en-us/edge/download?ch=1&form=MA13FJ 🔗 Opera: www.opera.com/ ⏱ Chapter Timestamps 00:00 - Intro 00:33 - Brave 01:28 - Edge 02:58 - Opera 05:49 - Leo AI 06...
Timeout Pattern | Resilience4J TimeLimiter with Spring Boot | Microservices Architecture Pattern
Просмотров 2 тыс.Месяц назад
This video covers how to implement timeout patterns in a microservice using resilience4j's timelimiter in a spring boot application 📌 Related Links 🔗 Github Code - github.com/TechPrimers/timelimiter-example 🔗 Codeium - ruclips.net/video/vNTwklkUm94/видео.html Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin ⏱ Chapter Timestamps 00:00 - Intro 0...
Spring Academy by VMware | FREE Courses, Guides and Learning Paths
Просмотров 1,6 тыс.Месяц назад
This video covers what is Spring Academy by WMware and how you can leverage it to learn from guides, courses adn learning paths. Spring recently announced that the Spring Academy PRO subscription will be FREE going forward. Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin 📌 Related Links 🔗 Spring Academy - spring.academy/ 📌 Related Playlist 🔗S...
Hugging Face | Open Source AI Platform for the community
Просмотров 1,3 тыс.Месяц назад
This video covers the open source ML platform Hugging Face and how to leverage it for building, training and deploying you model with the AI community 📌 Related Links 🔗 AI Primer Playlist - ruclips.net/p/PLTyWtrsGknYfQqy5jsz-QAQfEzShaXQkJ ⏱ Chapter Timestamps 00:00 - Intro 00:38 - Components of Hugging Face 00:56 - Models 01:19 - Datasets 01:35 - Spaces 02:15 - UI 04:34 - meta-llama (Inference ...
RAG Architecture | Scalable Architecture for LLMs
Просмотров 1,1 тыс.Месяц назад
This video covers how to create a scalable architecture for LLMs using RAG (Retrieval Augmented Generation) 📌 Related Links 🔗 AI Primer Playlist - ruclips.net/p/PLTyWtrsGknYfQqy5jsz-QAQfEzShaXQkJ ⏱ Chapter Timestamps 00:00 - Intro 00:05 - Agenda 00:36 - What is RAG? 02:12 - RAG Architecture 06:20 - Types of RAG Architectures 06:27 - Case Study: RAG in Document Search 08:27 - Case Study: RAG in ...
Prompt Engineering | How can I talk to AI Efficiently?
Просмотров 1,3 тыс.Месяц назад
This video covers how to leverage prompts to talk to AI more efficiently 📌 Related Links 🔗 AI Primer Playlist - ruclips.net/p/PLTyWtrsGknYfQqy5jsz-QAQfEzShaXQkJ ⏱ Chapter Timestamps 00:00 - Intro 00:30 - Agenda 01:01 - What is Prompt Engineering? 02:31 - Zero Shot Learning 04:58 - One Shot Learning 07:01 - Few Shot Learning 08:03 - Tokens, BPE and Vectors 11:00 - AI Hallucinations 12:05 - Food ...
Deep Dive: API Gateway
Просмотров 2,2 тыс.Месяц назад
This video covers about API Gateway indepth. Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin 📌 Related Videos 🔗 API First Design ruclips.net/video/00DByVAVKV4/видео.html 🔗 API Gateway Microservices Pattern ruclips.net/video/Wa_q8C6Qo68/видео.html 💪 Join TechPrimers Slack Community: bit.ly/JoinTechPrimers 📟 Telegram: t.me/TechPrimers 🧮 TechPri...
Codeium | Github CoPilot Free Alternative? | IntelliJ AI Plugin | AI Assistant Chat
Просмотров 2,1 тыс.2 месяца назад
This video covers How to use Codeium, a free extension Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin 📌 Related Links 🔗 Codeium: codeium.com/ 📌 Related Playlist 🔗 AI Primer Playlist - ruclips.net/p/PLTyWtrsGknYfQqy5jsz-QAQfEzShaXQkJ 🔗Spring Boot Primer - ruclips.net/p/PLTyWtrsGknYegrUmDZB6rcqMotOFZKvbn 🔗Spring Cloud Primer - ruclips.net/p/PL...
Generative AI | What does it really mean for beginners?
Просмотров 1,8 тыс.2 месяца назад
This video covers what is generative AI and explained in layman terms for easy understanding of the complex generative AI architecture. ⏱ Chapter Timestamps 00:00 - Intro 00:10 - Agenda 00:32 - What is Generative AI? 02:42 - LLMs 05:42 - How is the LLM getting better? 07:18 - Why is GenAI important? 08:01 - Gen AI Cons 08:48 - Demo: Open AI 15:11 - AI Architecture Join this channel by contribut...
Tech Primers 2.0
Просмотров 1,4 тыс.2 месяца назад
Join this channel by contributing to the community: ruclips.net/channel/UCB12jjYsYv-eipCvBDcMbXwjoin 📟 Telegram: t.me/TechPrimers 🧮 TechPrimer HindSight (Blog): medium.com/TechPrimers ☁️ Website: techprimers.com 💪 Slack Community: techprimers.slack.com 🐦 Twitter: TechPrimers 📱 Facebook: TechPrimers 💻 GitHub: github.com/TechPrimers or techprimers.github.io/ 🎬 Video Editing: FCP...
Lambda Architecture | How Youtube counts views in a video | System Design Primer
Просмотров 5 тыс.7 месяцев назад
Lambda Architecture | How RUclips counts views in a video | System Design Primer
FF4j | Spring Boot 3 Example | ReleaseDateFlipStrategy | Tech Primers
Просмотров 11 тыс.Год назад
FF4j | Spring Boot 3 Example | ReleaseDateFlipStrategy | Tech Primers
What is p99, p95, p50 Latency? | How Razorpay handles burst traffic? | Smart Routing | Tech Primers
Просмотров 9 тыс.Год назад
What is p99, p95, p50 Latency? | How Razorpay handles burst traffic? | Smart Routing | Tech Primers
Microservices | How did they come into existence? | The history timeline
Просмотров 2,3 тыс.Год назад
Microservices | How did they come into existence? | The history timeline
Spring Boot 3 | Circuit Breakers using Resilience4J | Microservices Resiliency Primer
Просмотров 31 тыс.Год назад
Spring Boot 3 | Circuit Breakers using Resilience4J | Microservices Resiliency Primer
Back to Monolithic App? | Prime Video Case Study | Microservices to Monolith | Tech Primers
Просмотров 28 тыс.Год назад
Back to Monolithic App? | Prime Video Case Study | Microservices to Monolith | Tech Primers
OSV Scanner | Google's Distributed Vulnerability Database for Open Source | Tech Primers
Просмотров 3,3 тыс.Год назад
OSV Scanner | Google's Distributed Vulnerability Database for Open Source | Tech Primers
Spring Boot 3 🔥 | Feature Breakdown | Breaking Changes | New Changes | Part 1
Просмотров 16 тыс.Год назад
Spring Boot 3 🔥 | Feature Breakdown | Breaking Changes | New Changes | Part 1
10 IntelliJ Shortcuts I use daily in 2023 | Productivity | IntelliJ IDEA Primer
Просмотров 8 тыс.Год назад
10 IntelliJ Shortcuts I use daily in 2023 | Productivity | IntelliJ IDEA Primer
Spring Boot Server Sent Events Example | Unidirectional Streams | Tech Primers
Просмотров 13 тыс.Год назад
Spring Boot Server Sent Events Example | Unidirectional Streams | Tech Primers
HTTP Long Polling vs Server Sent Events vs Websockets | Tech Primers
Просмотров 16 тыс.Год назад
HTTP Long Polling vs Server Sent Events vs Websockets | Tech Primers
Feature Flags aka. Feature Toggles Pattern | Tech Primers
Просмотров 3,6 тыс.Год назад
Feature Flags aka. Feature Toggles Pattern | Tech Primers
HA vs Fault Tolerance | How Swiggy handles Faults in Microservices? | Tech Primers
Просмотров 7 тыс.Год назад
HA vs Fault Tolerance | How Swiggy handles Faults in Microservices? | Tech Primers
Load Shedding in Kubernetes | Readiness Probes | Tech Primers
Просмотров 2,7 тыс.Год назад
Load Shedding in Kubernetes | Readiness Probes | Tech Primers
Load Shedding in Spring Boot | Tech Primers
Просмотров 6 тыс.Год назад
Load Shedding in Spring Boot | Tech Primers
Great example. Your videos are always useful.
Glad you like them!
I thought you would be showing a demo on how to monitor.
Good demo to get started with Thanks Ajay
Calling a library in 5 lines of code
yes very helpful content with open source library for chatbot . But I think streamlit works similar way.
perfect
Login part that you are explaining is I guess OIDC because OAuth alone is just meant for Authorization, it is basically OIDC that enforces login and hence the Authentication
Thanks for the video. this is very helpful
We are enjoying this series <3
Glad its helpful Madhu
🙂👍
AI Primer❤
yo!
Hi, Kindly make a video of event source implementation. Thank you
Great job
Gr8 info buddy for beginners. I want to use microsoft azure openai with custom data and rag too. Also need a custom chatbotot (own). Can you help me with desing? How to build my app in python, call 3rd party api, how to use RAG, how to expose API to custom chatbot etc ?
good info
This is so cool👌
Amazing sir, understood
Good explanation brother! thanks a lot.
Glad it was helpful!
Thanks for the video, few things are unclear from the demo, does the Spring AI talk to your local ollama ? What happens if ollama is not installed or running that model at that point of time ?
Hi manoj, yes it connects to the local ollama. You will receive connection refused error or 404 error if ollama is down
Informative as usual, I think python & its framework would be more suitable for AI content at least for quick PoC. Definitely this video will help Java fans😊
Ya shiv, will do python soon
Thanks for the another great video as usual. Yes if possible please make video on azure openAI which is one of trending AI interface.
Sure janakiram
Thank you , I am looking forward to learning more from your channel, much appreciated, keep going, we java lovers are with you :)
Awesome, thank you!
Good one , but imagine my backend is supporting a application, and my offline running ai model is as connected to my backend springboot, now how can I train the offline running ai model about the application and create a chat bot which gives response to the request only about the trained data i.e the application
Great question. Take a look at my video on RAG architecture on how it can solve the dynamic data source updates in the LLM model. I will make a video on that soon with handson
@@TechPrimers waiting for it and if possible try creating a scenario which I explained
You are a key contributor in the java space, pls continuing doing awesome work. Requesting you to extend this video with some sample trained data. Data that could be fed to this llm eg we can store in our repository like top destination as per the time of the year / events/ weather etc,
Thanks for the kind words Mudassarh. Yes sure i will make those soon like i showed in the RAG architecture
👍👍
😅
Lets Go!
Yes .. please make video with LLm usage
done angelo. take a look at the last video using Phi3 model
How to do it with caffeine?
Waiting for hands on Video. Why your are not coming in live nowadays ? Please do a live QA session
Sure Satish. Ya its been a while. Got busy with other stuff
How it is able to remember your previous conversation?
It uses a concept of short term memory.
Yes .. please make video with usage
If you're hosting your services on Aws for example, would each micro service seat on it's own EC2 instance? Someone should please link me to a video that explains how to go about the hosting of the different microservices and how to manage redundant server cost after creating the microservices
Kindly do the hands-on session on these, without fail.
Sure Ravi. Will do
Thanks for this guide, it's really helpful. If you could make a guide on how to use these models practically, that would be great. I'd also love to hear your thoughts on the SpringAI framework aswell
Glad it’s helpful. Sure Ram. Will do
From last 5 years I have been following you, ur gem of knowledge.I set a goal, one day I would become like u 😍
Glad to hear it. Hope you are learning and progressing in your career
Can you make a SLM which can be trained over data in confluence , Jira or db schema etc
Sure Krishna, we will get there soon. I’m going over the concepts one by one. Else it will be too much to take while we write code
Thanks for this kind of information.
Glad it was useful!
Thanks for such kinds of video. We will be really happy to be interested to see how we can use SLM, if you have free time please create some of the videos related to that. 😊 Thank You 🥰
Sure will do
👍👍
You have a great way/voice of explaining the topics, and it is so clear that anyone can understand what it is, you have covered, actuators, health monitoring, circuit-breaker patterns and fallback, in a very simple way. Good job.
Thank you for the kind words. Glad they are helpful✌️
Thanks for the informative video. Since last week, I am trying to download different models and trying to run. But no luck, sometimes getting some module errors or laptop is hanging. Now I will try models which you have provided (aim is to prepare data model which can understand my project's technical & functional information. So that every developer(new)/BA/manager can clarify queries in efficient way)
Ya try Phi-3 or meta llama models which are small comparatively
Tried phi-3, facing some issues with pytorch versions and DLL files, somehow resolved. But later i realised that I don't have nvidia graphic card. So, next I want to try with docker, not sure it will work or not. Bt with CPU, it is very slow.
oh ok. got it
thank you for sharing
Regarding streaming, using all these services one by one, doesn't it caues lot of latency delay?
Client side load balancing is used for inter communication between with in micro services where as server side load balancer comes into picture where it makes call from external Ajax api from react js or postman or browser, traditional it was used Nginx load balancer, now spring cloud api gateway handle with client side and server side load balancing , no worries
remove the background music not able to concentrate on the content
and where is rolling back functionality..?
You said the word "LEVERAGE" so many times. you almost LEVERAGED everything. nice video though 👍