MG
MG
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Generate Synthetic Data for Fine-tuning or RAG Evaluation | Open Soruce !
Generate artificial, synthetic datasets with the same characteristics as real data, so you can improve AI models and Gen AI apps.
☎️ 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/2kcjQFMCr5
✅ You can contact me at:
LinkedIn: www.linkedin.com/in/mohammad-ghodratigohar/
Email: mo.ghodrati95@gmail.com
Twitter: MG_cafe01
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#SyntheticData #Fine_tunin #llm
Переглядів: 158

Відео

Processing Videos with ChatGPT Models !!
Переглядів 265День тому
This video demonstrates how to use GPT's visual capabilities with a video. ☎️ 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/2kcjQFMCr5 ✅ You can contact me at: LinkedIn: www.linkedin.com/in/mohammad-gh...
Create Gen AI Apps in One Line code : Create-Llama
Переглядів 39714 днів тому
The easiest way to get started with LlamaIndex is by using create-llama. This CLI tool enables you to quickly start building a new LlamaIndex application, with everything set up for you. ☎️ 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...
AI Distillation : Use Larger Language Model to Fine-Tune Smaller Ones !!
Переглядів 20221 день тому
OpenAI recently released Distillation which allows to leverage the outputs of a (large) model to fine-tune another (smaller) model. This can significantly reduce the price and the latency for specific tasks as you move to a smaller model. ☎️ 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: ...
llamaParser : Most Advanced Parser for Complex Docs in RAG !
Переглядів 485Місяць тому
LlamaParse is a GenAI-native document parser that can parse complex document data for any downstream LLM use case (RAG, agents). ☎️ 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/2kcjQFMCr5 ✅ You can co...
How to Enable LLM Agents RUN Codes ?! | E2B: Open Source Code Interpreter
Переглядів 389Місяць тому
E2B is an open-source runtime for executing AI-generated code in secure cloud sandboxes. Made for agentic & AI use cases. ☎️ 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/2kcjQFMCr5 ✅ You can contact m...
Dynamic Retrieval For Full Context RAG Beside Chunks !
Переглядів 397Місяць тому
Discover the power of dynamic retrieval to see how file-level and chunk-level retrieval together can enhance your question-answering applications for precise and context-aware responses. ☎️ 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...
Agentic Deep Research Report Generator with STORM !!
Переглядів 153Місяць тому
This video covers STORM, an AI tool from Stanford that researches topics and auto-generates detailed reports with citations. Discover how it turns complex research into ready-made, citation-rich documents fast! ☎️ 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/...
Generate Automated Podcast with AI | Open Source Notebook LM
Переглядів 453Місяць тому
This video will show you how to use podcastify, an open source project to create podcast out of your pdfs or list of urls all automated by AI. ☎️ 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/2kcjQFMCr...
Automate Your Computer Tasks With New Claude Model !
Переглядів 5332 місяці тому
In this video, you will see how to run demo of new Claude model for automating operations and task in your computer. ☎️ 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/2kcjQFMCr5 ✅ You can contact me at:...
LangFuzz: Uncover Hidden Failures in Your LLM Apps
Переглядів 1882 місяці тому
Think your LLM Chatbot model is flawless? LangFuzz puts it to the test by uncovering hidden mistakes and weaknesses in LLM-based apps. Watch as we explore how this powerful tool breaks down AI to help you build better, smarter systems! ☎️ 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: Dis...
Create Your Open Source Gen AI Internet Search Engine !!!
Переглядів 4142 місяці тому
In this video, we will use an open-source AI search engine that leverages cutting-edge technologies to provide search capabilities over the web. ☎️ 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/2kcjQFM...
How To Detect Hallucination in RAG !
Переглядів 4462 місяці тому
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...
Voice Chat With your Own Data Using Real-Time Open AI Voice API
Переглядів 1,5 тис.3 місяці тому
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
Переглядів 5043 місяці тому
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!
Переглядів 2 тис.3 місяці тому
Automated Web Crawling for AI using Crawl4AI | Open Source!
What is The Best RAG Chunking Method?!
Переглядів 8093 місяці тому
What is The Best RAG Chunking Method?!
Build your GPT Search Engine on Web without Scraping !! | EXA
Переглядів 9264 місяці тому
Build your GPT Search Engine on Web without Scraping !! | EXA
MLflow Autolog Integrated with Langchain !!
Переглядів 4654 місяці тому
MLflow Autolog Integrated with Langchain !!
Open Source GitHub Copilot | Pr Pilot !!
Переглядів 2254 місяці тому
Open Source GitHub Copilot | Pr Pilot !!
Call Any LLM on Nvidia NIM Using LangChain !
Переглядів 3204 місяці тому
Call Any LLM on Nvidia NIM Using LangChain !
New Structured Output API for Open AI Models
Переглядів 6244 місяці тому
New Structured Output API for Open AI Models
Low Code App Builder for RAG & Multi-Agent AI with LangFlow
Переглядів 4,1 тис.5 місяців тому
Low Code App Builder for RAG & Multi-Agent AI with LangFlow
Smart LLM Routing | 85 % Cheaper With RouteLLM
Переглядів 4955 місяців тому
Smart LLM Routing | 85 % Cheaper With RouteLLM
Drift Monitoring and Evaluation for LLM Apps | Evidently AI
Переглядів 8325 місяців тому
Drift Monitoring and Evaluation for LLM Apps | Evidently AI
No Training with TimeGPT Model for Time Series Forecasting !!
Переглядів 1,7 тис.5 місяців тому
No Training with TimeGPT Model for Time Series Forecasting !!
Vanna: Chat (RAG) With SQL Databases
Переглядів 2,1 тис.6 місяців тому
Vanna: Chat (RAG) With SQL Databases
Tune RAG Hyperparameters
Переглядів 4216 місяців тому
Tune RAG Hyperparameters
Evaluate & Track LLM Apps with TruLens
Переглядів 9906 місяців тому
Evaluate & Track LLM Apps with TruLens
Better Than GPT-4o with Mixture of Agents ( MoA ) !
Переглядів 1,2 тис.6 місяців тому
Better Than GPT-4o with Mixture of Agents ( MoA ) !

КОМЕНТАРІ

  • @Anonym-j1i
    @Anonym-j1i День тому

    Help. At 8:00 I can't upload the images. It only allows to upload one single file and it seems to expect a text file. How to create this COCO file? I expect Azure Labeling Project to create it for me, no?

  • @Anonym-j1i
    @Anonym-j1i День тому

    Help. At 8:00 how to upload images files? It just allows to upload one file and it must be a text file. It expects COCO file but how to create one? I expect Azure Labeling Project to create one for me, no?

  • @CiaoKizomba
    @CiaoKizomba 2 дні тому

    No url provided

  • @SRIHARSHA-z1f
    @SRIHARSHA-z1f 2 дні тому

    when you create a search index why is the vector index size 0

  • @khoavu1256
    @khoavu1256 3 дні тому

    So What happen if i just ask a question which have no relationship with my own database

  • @gregas3068
    @gregas3068 6 днів тому

    Nice article. I have a question though - how do you make retriever persistent? I know how to make vectorstore - I am using Chroma db, persistent? But how to implement the persistence of docstore or even the whole retriever?

  • @Supremance-e1u
    @Supremance-e1u 10 днів тому

    Thanks! Great Lab, I think at 3:49 you meant to say "of GPT 4 Mini with fine tuning that"

  • @HAMOS62
    @HAMOS62 12 днів тому

    Salam, could not find the colab notebook on discord/reference section. Any help is appreciated. :)

  • @mohammadanwar6857
    @mohammadanwar6857 13 днів тому

    Salaam, great video brother thanks for sharing this. I want to do something similar with this but taking it to the next level. I tried joining the discord channel but it says it was unable to accept the invite. Let's connect to see how we can share knowledge and collaborate iA!

  • @treflatface
    @treflatface 20 днів тому

    Is the notebook going to be on discord?

  • @agbeysimon
    @agbeysimon 24 дні тому

    great

  • @sebastiennaitbourhim2188
    @sebastiennaitbourhim2188 24 дні тому

    I know this is not really the topic but it would be interesting to see the result in term of performance and price with a simple RAG. It is always good to make sure we explore all other solutions before starting fine tuning :)

  • @madhugraj
    @madhugraj 27 днів тому

    Could you please share the notebook?

  • @fabaomonster
    @fabaomonster Місяць тому

    thank you!

  • @ThimmareddyAishwarya
    @ThimmareddyAishwarya Місяць тому

    Multilanguage Capabilities?

  • @AI_by_AI_007
    @AI_by_AI_007 Місяць тому

    @MG really nice job -- was hoping someone would do a video on this :)

  • @gcoen
    @gcoen Місяць тому

    Hey MG, as a data scientist who is now working on my first RAG usecase, I very much appreciate your content. Keep it up!

  • @shobhitagnihotri416
    @shobhitagnihotri416 Місяць тому

    Hi How are you ??/

  • @nickygood3342
    @nickygood3342 Місяць тому

    This was incredible :) Thank you sooooo much! I love Exa so much. Using it for Hiring.

  • @arvinazimifard4067
    @arvinazimifard4067 Місяць тому

    how did you know, I'm ferom Iran, everyone thinks I'm ferom Berazil. Nice Demo dadash

  • @xarvgoss2026
    @xarvgoss2026 Місяць тому

    That's sn interesting find, because I began to explore this topic with agentic dimension as my next goal. I had no idea this approach even existed

  • @aadilgani9402
    @aadilgani9402 Місяць тому

    Hello MG, Thank you for the wonderful video, can you please make a video using LLama or other local LLM's

  • @AndriiMazurenkoo
    @AndriiMazurenkoo Місяць тому

    thanks for this great content

  • @scottk5083
    @scottk5083 Місяць тому

    Another banger, thanks brother can’t wait to apply this. Subbed and liked!

  • @scottk5083
    @scottk5083 Місяць тому

    Thank you so much,! I was looking at Greg kamradts method but I needed something with more flexibility. This solved it for me. Thank you

  • @frizzfrizz3550
    @frizzfrizz3550 Місяць тому

    Thank you very much!

  • @MarianTurchyn
    @MarianTurchyn Місяць тому

    Great tutorial. Thx

  • @mohitdeshmukh3456
    @mohitdeshmukh3456 Місяць тому

    Great video! I have one question do we get .yml file from data scientist or do we need to create it our own as a MLOPs engineer ?

  • @ChristsWorld
    @ChristsWorld Місяць тому

    Can you show how to set this up

  • @virendrarathore1901
    @virendrarathore1901 Місяць тому

    az extension add -n azure-cli-ml az ml workspace create -g $(azureml.resourceGroup) -w $(azureml.workspaceName) -I $(azureml.location) --exist-ok --yes

  • @DonutMafter
    @DonutMafter Місяць тому

    Can you adjust the podcast length ?

    • @MG_cafe
      @MG_cafe Місяць тому

      @@DonutMafter yes you can , in prompts and also LLM api call parameter ( like max token )

  • @neel-channel
    @neel-channel Місяць тому

    How about connect to postgres database?

  • @keshav_varma
    @keshav_varma 2 місяці тому

    @MG great explanation, the best part which I liked is the message that you provided at the end. Very very useful 🙌. Going to see if you are providing such messages in every your video.

  • @jagdishkrishnan2371
    @jagdishkrishnan2371 2 місяці тому

    excellent short and great

  • @miladnasiri9920
    @miladnasiri9920 2 місяці тому

    Great video! Really interesting content

  • @yazanrisheh5127
    @yazanrisheh5127 2 місяці тому

    Isn't this basically solved using MultiQueryRetriever in LangChain?

  • @sarcasticland-id4yi
    @sarcasticland-id4yi 2 місяці тому

    How to make this work for large scale DB's?

  • @hmhm4546
    @hmhm4546 2 місяці тому

    Is this still legit?

  • @adityagupta-hm2vs
    @adityagupta-hm2vs 2 місяці тому

    Great tutorial! Do you think this would work in predicting sensor output, or state estimation ?

  • @ocbhu8666
    @ocbhu8666 2 місяці тому

    This is great, really helpful but in my organization Azureml setup if I try to run this code - I can't access this url - could you suggest

  • @ocbhu8666
    @ocbhu8666 2 місяці тому

    How can I modify the environment if I am using UI - I get error due to some library not found

  • @lijinthomas-y1z
    @lijinthomas-y1z 2 місяці тому

    the code is not present in discord

  • @SubratKumarBiswal-x7l
    @SubratKumarBiswal-x7l 2 місяці тому

    Explained beautifully.

  • @Raminber
    @Raminber 3 місяці тому

    I think the code is not on the Discord. Can't find it! Only can find the link to TruLens repo.

  • @ovehansen7111
    @ovehansen7111 3 місяці тому

    Excellent video and demo

  • @CodexOdyssey
    @CodexOdyssey 3 місяці тому

    i dont see Multi-Agent

  • @ShlokasStories19
    @ShlokasStories19 3 місяці тому

    @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.

  • @tristanbob
    @tristanbob 3 місяці тому

    Great information and presentation. Thanks!

  • @atharvabhusari965
    @atharvabhusari965 3 місяці тому

    Can it be used for other models?

  • @rpilot999
    @rpilot999 3 місяці тому

    Not working. Seems like this tutorial is abandoned.