- Видео 154
- Просмотров 779 089
MG
Канада
Добавлен 22 июн 2021
Are you ready to level up your skills and knowledge through some both
high-level and even technical Hands-On content about:
-Machine Learning,
-Productionizing your machine learning projects through MLOps
-Data and AI Topics on the cloud with best practices for Enterprise scale
Well, look no further because we as MG whether we are human or , virtual being, will make you the Ultimate Dream Team to
share our expertise about the aforementioned topics.
☎️ Book a call with me: calendly.com/mg_cafe
*******************
LET'S CONNECT!
*******************
Join Discord Channel: discord.gg/2kcjQFMCr5
✅ You can contact me at:
LinkedIn: www.linkedin.com/in/mohammad-ghodratigohar/
Email: mo.ghodrati95@gmail.com
Twitter: MG_cafe01
🔔 Subscribe for more cloud computing, data, and AI analytics videos
by clicking on the subscribe button so you don't miss anything.
high-level and even technical Hands-On content about:
-Machine Learning,
-Productionizing your machine learning projects through MLOps
-Data and AI Topics on the cloud with best practices for Enterprise scale
Well, look no further because we as MG whether we are human or , virtual being, will make you the Ultimate Dream Team to
share our expertise about the aforementioned topics.
☎️ Book a call with me: calendly.com/mg_cafe
*******************
LET'S CONNECT!
*******************
Join Discord Channel: discord.gg/2kcjQFMCr5
✅ You can contact me at:
LinkedIn: www.linkedin.com/in/mohammad-ghodratigohar/
Email: mo.ghodrati95@gmail.com
Twitter: MG_cafe01
🔔 Subscribe for more cloud computing, data, and AI analytics videos
by clicking on the subscribe button so you don't miss anything.
How To Detect Hallucination in RAG !
In this video, we will go through running code examples for detecting hallucination in RAG application through different solutions.
☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe
Code used in this video is in Discord Channel under References:
discord.gg/2kcjQFMCr5
*******************
LET'S CONNECT!
*******************
Join Discord Channel: discord.gg/2kcjQFMCr5
✅ You can contact me at:
LinkedIn: www.linkedin.com/in/mohammad-ghodratigohar/
Email: mo.ghodrati95@gmail.com
Twitter: MG_cafe01
🔔 Subscribe for more cloud computing, data, and AI analytics videos
by clicking on the subscribe button so you don't miss anything.
#RAG #hallucination #LLM...
☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe
Code used in this video is in Discord Channel under References:
discord.gg/2kcjQFMCr5
*******************
LET'S CONNECT!
*******************
Join Discord Channel: discord.gg/2kcjQFMCr5
✅ You can contact me at:
LinkedIn: www.linkedin.com/in/mohammad-ghodratigohar/
Email: mo.ghodrati95@gmail.com
Twitter: MG_cafe01
🔔 Subscribe for more cloud computing, data, and AI analytics videos
by clicking on the subscribe button so you don't miss anything.
#RAG #hallucination #LLM...
Просмотров: 230
Видео
Voice Chat With your Own Data Using Real-Time Open AI Voice API
Просмотров 612День назад
Learn how to connect your own data to advance realtime voice API of Open AI to have voice chat with your data ( Voice Enabled RAG). ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in this video is in Discord Channel under References: discord.gg/2kcjQFMCr5 LET'S CONNECT! Join Discord Channel: discord.gg/2kcjQFMCr5 ✅ You can contact me at: LinkedIn...
Instant Research report Generator with LLM and Live Internet Data! | Tavily
Просмотров 28014 дней назад
In this video, we will create and LLM app that create report out of any given research topic using live internet data ( LlamaIndex LLM Tavily). ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in the video are under reference section in Discord Channel: Discord Channel: discord.gg/2kcjQFMCr5 LET'S CONNECT! Join Discord Channel: discord.gg/2kcjQFMC...
Automated Web Crawling for AI using Crawl4AI | Open Source!
Просмотров 95121 день назад
Crawl4AI is an open-source Python library designed to simplify web crawling and extract useful information from web pages. This video will guide you through the features, usage, and customization of Crawl4AI. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in the video are under reference section in Discord Channel: Discord Channel: discord.gg/2k...
What is The Best RAG Chunking Method?!
Просмотров 458Месяц назад
Learn how to tackle the out-of-context chunk issue in Retrieval-Augmented Generation (RAG) systems. Discover techniques like contextual chunk headers and dynamic chunk segmentation to improve retrieval accuracy and prevent hallucinations. Watch to explore practical solutions and examples from dsRAG, an open-source retrieval engine. ☎️ Do you need any career or technical help? Book a call with m...
Build your GPT Search Engine on Web without Scraping !! | EXA
Просмотров 566Месяц назад
In this video, we will use Exa as our search engine for AI which finds the best content on the web using embeddings. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in this video is in Discord Channel under References: discord.gg/2kcjQFMCr5 LET'S CONNECT! Join Discord Channel: discord.gg/2kcjQFMCr5 ✅ You can contact me at: LinkedIn: www.linkedin....
MLflow Autolog Integrated with Langchain !!
Просмотров 287Месяц назад
MLflow LangChain flavor supports autologging, a powerful feature that allows you to log crucial details about the LangChain model and execution without the need for explicit logging statements. MLflow LangChain autologging covers various aspects of the model, including traces, models, signatures and more. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Cod...
Open Source GitHub Copilot | Pr Pilot !!
Просмотров 188Месяц назад
PR Pilot is an open source GitHub copilot that assist you in your daily workflow and works with the dev tools mainly github through LLM based bot! ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in this video is in Discord Channel under References: discord.gg/2kcjQFMCr5 LET'S CONNECT! Join Discord Channel: discord.gg/2kcjQFMCr5 ✅ You can contact ...
Call Any LLM on Nvidia NIM Using LangChain !
Просмотров 2472 месяца назад
Nvidia NIM supports models across domains like chat, embedding, and re-ranking models from the community as well as NVIDIA and langchain-nvidia-ai-endpoints package contains LangChain integrations building applications with models on NVIDIA NIM inference microservice for all LLMs. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in this video is i...
New Structured Output API for Open AI Models
Просмотров 5672 месяца назад
Open AI Introduced New Structured Outputs in the API. Model outputs now reliably adhere to developer-supplied JSON Schemas. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in this video is in Discord Channel under References: discord.gg/2kcjQFMCr5 LET'S CONNECT! Join Discord Channel: discord.gg/2kcjQFMCr5 ✅ You can contact me at: LinkedIn: www.li...
Low Code App Builder for RAG & Multi-Agent AI with LangFlow
Просмотров 3,4 тыс.2 месяца назад
Langflow is a Low Code Visual Framework for building multi-agent and RAG applications with Simply dragging components from the sidebar onto the workspace and connect them to start building your application. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in this video is in Discord Channel under References: discord.gg/2kcjQFMCr5 LET'S CONNECT! Jo...
Smart LLM Routing | 85 % Cheaper With RouteLLM
Просмотров 4082 месяца назад
With Route LLM reduce costs by up to 85% while maintaining 95% GPT-4 performance. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Code used in this video is in Discord Channel under References: discord.gg/2kcjQFMCr5 LET'S CONNECT! Join Discord Channel: discord.gg/2kcjQFMCr5 ✅ You can contact me at: LinkedIn: www.linkedin.com/in/mohammad-ghodratigohar/ Emai...
Drift Monitoring and Evaluation for LLM Apps | Evidently AI
Просмотров 6172 месяца назад
This is a tutorial for opens source Drift Monitoring to Gain visibility into any AI-powered applications, including chatbots, RAGs, and complex AI assistants using Evidently AI. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe LET'S CONNECT! Reference code used in the video is in Discord. Join Discord Channel: discord.gg/2kcjQFMCr5 ✅ You can contact me at: ...
No Training with TimeGPT Model for Time Series Forecasting !!
Просмотров 1,1 тыс.3 месяца назад
TimeGPT is a generative model for time series that is capable of accurately predicting various domains: - Fine-tune with your own data. - Anomaly detection. - Low latency. - No machine learning expertise is needed. - Easy and flexible. ☎️ Do you need any career or technical help? Book a call with me: calendly.com/mg_cafe Reference code used in this video: discord.gg/2kcjQFMCr5 LET'S CONNECT! Jo...
Vanna: Chat (RAG) With SQL Databases
Просмотров 1,5 тыс.3 месяца назад
Vanna is a Python package that uses retrieval augmentation to help you chat with your databases to generate accurate SQL queries for your database using LLMs. Vanna works in two easy steps - train a RAG "model" on your data, and then ask questions which will return SQL queries that can be set up to automatically run on your database. ☎️ Do you need any career or technical help? Book a call with...
Evaluate & Track LLM Apps with TruLens
Просмотров 7173 месяца назад
Evaluate & Track LLM Apps with TruLens
Better Than GPT-4o with Mixture of Agents ( MoA ) !
Просмотров 1,1 тыс.4 месяца назад
Better Than GPT-4o with Mixture of Agents ( MoA ) !
Multi-Modal RAG for Chatting with Text and Images Simultaneously
Просмотров 1,2 тыс.4 месяца назад
Multi-Modal RAG for Chatting with Text and Images Simultaneously
AutoGen Meets Open AI GPT Assistant !
Просмотров 5694 месяца назад
AutoGen Meets Open AI GPT Assistant !
Phi-3 : Best Small Multi-modal Model on Azure or Your Phone!
Просмотров 6394 месяца назад
Phi-3 : Best Small Multi-modal Model on Azure or Your Phone!
Chat With Knowledge Graph Data | Improved RAG
Просмотров 5 тыс.5 месяцев назад
Chat With Knowledge Graph Data | Improved RAG
How to add Trustworthiness Score To RAG Answers
Просмотров 5325 месяцев назад
How to add Trustworthiness Score To RAG Answers
Future of NO Code Frontend Development with AI - Open UI Guide
Просмотров 1,8 тыс.5 месяцев назад
Future of NO Code Frontend Development with AI - Open UI Guide
Advance RAG with Azure & LlamaIndex
Просмотров 1,6 тыс.5 месяцев назад
Advance RAG with Azure & LlamaIndex
AutoVector | Chat With Your Both SQL and Free Text Data Simultaneously
Просмотров 7536 месяцев назад
AutoVector | Chat With Your Both SQL and Free Text Data Simultaneously
Mastering Complex Chat Questions With Adaptive RAG For Chat With Your Data
Просмотров 9476 месяцев назад
Mastering Complex Chat Questions With Adaptive RAG For Chat With Your Data
DBRX : Best Open source LLM by Databricks?!
Просмотров 1,7 тыс.6 месяцев назад
DBRX : Best Open source LLM by Databricks?!
Automate Internet Browser Interaction with LaVague (Selenium with GPT-4)
Просмотров 1,3 тыс.6 месяцев назад
Automate Internet Browser Interaction with LaVague (Selenium with GPT-4)
How can I modify the environment if I am using UI - I get error due to some library not found
the code is not present in discord
Explained beautifully.
I think the code is not on the Discord. Can't find it! Only can find the link to TruLens repo.
Excellent video and demo
i dont see Multi-Agent
@MG I have deployed my Azure Open AI on web app for 200 users where I have Customized the domain. Will this same process help me to log user prompt?? Do I need to use Custom domain as endpoint or I can use default endpoint from Azure Open AI service.
Great information and presentation. Thanks!
Can it be used for other models?
Not working. Seems like this tutorial is abandoned.
it shows insufficient data for pinecone
Can you suggest any opensource ai llm model application for practicing the loadtesting using jmeter.
how to add custom metadata to azure ai search
Excellent tutorial.Please make One video for Azure open AI and azure AI with practical explanation .Also need tutorial work on google cloud for Generative AI
@MG I can’t find a reference in Discord. Did you post it?
It is added now :)
Amazing bro! 💙
46:00 I have run the bicep-ado-deploy-infra.yml file but the Prod RG didn’t get created for me. Why is that?
Useful Information. Thanks
I tried using hugging face embeddings with pinecone but it's giving me an error, I couldn't troubleshoot it.
What happen when you try to Anonimiz specific data like a patient ID. Can you specify what data do you want to aninimze?
Yes you can. You can also create patterns to look for.
Super useful Moe 🙌 Great content
How is this different from langsmith and which would you recommend for production?
Wow your chanel is underrated! One question, could you please shortly describe what key components you would suggest to use in combination with chatgpt-4o-mini to categorize a request, collect some data (based on what type of category it is)? Currently I’m using only instructions, but if you have detailed steps chatgpt should follow + different data he should collect, they are getting huge! I was thinking about vector database, like in your videos, but can’t think about how to handle the category steps correctly (without forgetting something, because it only got „chunks“) & how to categorize the request. Any thoughts are highly appreciated! I can only find „how to collect data“ and „how to use vector database for knowledge retrieval“ but not everything combined: categorizing the request, follow multi steps instructions based on that & collect data step by step. (By the way I’m using azure atm)
Another wonderful video. Thank you.
Really appreciate for great content. I have one question may you like to create a video on that. Is categorizing the user question in the first steps (using a prompt to recognize) is an efficient action? specially when you use your company data
please make video on how to mock databricks services like delta live tables and all, for unit testing purpose. in aws we have moto library do we have something in databricks?
What if the PII isn't of a known format? For example if we're dealing with a patient report we need to mask records accordingly i.e if BP is higher than 120mmHg it should say high BP instead of the actual metrics.
looks pydantic even easier than json_format , new features offereed by OpenAI need to write so many details in json schema which is pain.
hi @MG can you please let me know why are we using azure devops as a tool to communicate with Azure ML studio? can't we create this type of pipelines in ML studio?
I edited host file to connect with VPN. But jupyter kernel not connecting with notebook
wonderful playlist. Thanks for this!
Thanks !!!
Which city is that! looks beautiful!
please guide which tool is used by Azure machine learning for model experimentation right now, we are not using Azure machine learning cloud we have our own on-premise solution where we are using mlflow for this process but im eager to know that , which tool they are using for that any link for this knowledge would be very helpful .
Thank you for the very detailed explanation about routing. This is exactly what we do here at Plurally, and we also support more than 2 models! We are currently in an early access stage, but to anyone looking for such a solution or simply want to try it out - reach out to us (we are very responsive), would love to hear about your specific use cases!
Bonjour
do you need to use openapi everywhere instead of using llama 3.1? or even better groq?
Hi! How can i summarize my whole graph ,it is not working using chain.invoke as i asked to summarize the graph or tried multiple user queries for summarization
You'll have to make the context window bigger not sure how to do it
Is it possible to get the code of those templates or any flow we create? For instance, I'm interested in the code of a memory chatbot
yes on top right of any box if you click, it will show you the code. I have shown this in the video
@@MG_cafe I meant that if I connected 2 flows for example creating embeddings and splitting, it would show the code of those 2 as if I hardcoded them
Thanks alot. Getting this error when I try to run the LLM bit. I tried another LLM and still getting same error: NotImplementedError: Unsupported message type: <class 'dict'>
Check Langflow templates see how they parse prompts to give you an idea of proper parsing
Best ever! Would like to see a combination of semantic search and RAG. :D
stupid
How can I install my custom python package on this spark cluster. The scenario would be I am working on editable python function and want to run spark jobs interactively.
Hello MG, I got this errormessage "---------------------------------------------------------------- TypeError Traceback (most recent call last) Cell In[38], line 26 ------------------ TypeError: azureml.train.automl.automlconfig.AutoMLConfig.__init__() got multiple values for keyword argument 'primary_metric'" I will appreciate your kind assistance.
Thanks for your detailed video on RouteLLM. You are my go-to RUclips channel to implement and learn new techniques in the AI space.
Can you please do a tutorial on adding exogenous variables to the model?
Great explanation 👍
Love the explanation
Good one
no description about how to do the install or how to use the software... any of that would have been helpful