Bitswired
Bitswired
  • Видео 100
  • Просмотров 62 516
🧠 GenAI Design Patterns: Refine - large documents? no problem
Run your LLMs on massive documents without hitting the context size limit!
Today we review the Refine Design Pattern for Generative AI applications.
Perfect for summarization, Q&A, and in-depth analysis.
- Overcome context size limitations
- Process documents of any length
- Maintain context across entire texts
💻 Includes step-by-step Python implementation
🌐 Visit my blog at: www.bitswired.com
📩 Subscribe to the newsletter: newsletter.bitswired.com/
🔗 Socials:
LinkedIn: www.linkedin.com/in/jimi-vaubien/
Twitter: bitswired
Instagram: bitswired
TikTok: www.tiktok.com/@bitswired
00:00 The LLM Context Limitation Issue
01:19 Sparse VS Dense Scenarios
02:52 Refine for Dense Scenarios
0...
Просмотров: 223

Видео

🦙 LLAMA 3.1 secret sauce: Simplicity & Data Quality
Просмотров 229Месяц назад
Hey there, today we're diving into LLAMA 3.1, Meta's latest open-source AI models. I'll break down why this model is such a big deal, from its massive 405B parameters to its clever focus on simplicity and data quality. We'll check out the main features, benchmarks, design choices, multimodality implementation and legal updates. Let's go! 🌐 Visit my blog at: www.bitswired.com 📩 Subscribe to the ...
🧠 GenAI Design Patterns: Map Reduce
Просмотров 659Месяц назад
Unlock AI's Full Potential: Process Unlimited Text! In this video you'll learnhow to: - Overcome LLM context limitations - Handle dense information in long documents - Implement Map-Reduce with Python & Claude API (Anthropic) 🌐 Visit my blog at: www.bitswired.com 📩 Subscribe to the newsletter: newsletter.bitswired.com/ 🔗 Socials: LinkedIn: www.linkedin.com/in/jimi-vaubien/ Twitter: ...
🐍Make your Python code MUCH CLEARER with this feature
Просмотров 3882 месяца назад
Master Python's Structural Pattern Matching! In this video you'll learn to: - Simplify complex conditionals - Handle intricate data structures effortlessly - Write cleaner, more expressive code 🌐 Visit my blog at: www.bitswired.com 📩 Subscribe to the newsletter: newsletter.bitswired.com/ 🔗 Socials: LinkedIn: www.linkedin.com/in/jimi-vaubien/ Twitter: bitswired Instagram: instagram.c...
⚡️30x FASTER JS formatting & linting with a SINGLE tool
Просмотров 2 тыс.2 месяца назад
Discover how Rust is revolutionizing JavaScript development! This video explores the game-changing impact of BiomeJS, a Rust-powered tool for code formatting and linting. Time to replace Prettier & ESLint ;) BiomeJS: biomejs.dev/ 🌐 Visit my blog at: www.bitswired.com 📩 Subscribe to the newsletter: newsletter.bitswired.com/ 🔗 Socials: LinkedIn: www.linkedin.com/in/jimi-vaubien/ Twitter: twitter....
💊 Run Pandas 150x FASTER without changing a SINGLE line of code
Просмотров 3012 месяца назад
Boost your data science workflow by up to more than 100 times without changing a single line of code! In this video, we explore how cuDF, a GPU-accelerated DataFrame library, can dramatically speed up your Pandas operations. Link to the Colab Notebook: colab.research.google.com/drive/1P4PWtpS8vhE_gKwQyyxjoSuai_hCefub?usp=sharing 🌐 Visit my blog at: www.bitswired.com 📩 Subscribe to the newslette...
🏆 Rust is CHANGING Python for the better
Просмотров 3,1 тыс.3 месяца назад
Discover how Rust is revolutionizing Python at three levels: 1. Tooling: Rust-based tools for faster formatting, linting, and package management 2. Libraries: High-performance Rust-powered libraries for data manipulation, text processing, and JSON serialization 3. Runtime: RustPython - an alternative Python runtime with interactive shell, WebAssembly support, and experimental JIT compiler Learn...
💡 There is a SMARTER way to split your documents for GenAI apps
Просмотров 2,3 тыс.4 месяца назад
Learn semantic splitting in this hands-on tutorial to improve your language model's performance on document processing tasks. We dive into a practical Python implementation for finding optimal segmentation points by meaning, essential for retrieval-augmented generation. Code along with me following the GitHub-hosted notebook and elevate your app's efficiency with this smart splitting strategy. ...
🦾 The Cleanest way to write GenAI applications (it's NOT Langchain)
Просмотров 4 тыс.4 месяца назад
In this tutorial, I show you how to easily integrate Large Language Models (LLMs) into your Python code using Magentic. It explores the powerful features of Magentic, including the @prompt and @chatprompt decorators, structured output, function calling, asynchronous execution, and streaming. You'll learn how to create complex LLM-powered applications with minimal boilerplate code, and leverage ...
🐍 3 Python debugging tricks you NEED to know
Просмотров 1805 месяцев назад
Debugging Python scripts can be a chore, but it doesn't have to be! In this video 👀 I’ll show you three effortless tips to supercharge your debugging arsenal, no IDE needed. 🌐 Visit my blog at: www.bitswired.com 📩 Subscribe to the newsletter: newsletter.bitswired.com/ 🔗 Socials: LinkedIn: www.linkedin.com/in/jimi-vaubien/ Twitter: bitswired Instagram: bitswired TikTok:...
🫵🏽 RAG or Tuning? make the RIGHT choice
Просмотров 1805 месяцев назад
RAG or Tune? That is the question! In this video we discuss the key differences between Retrieval Augmented Generation (RAG) and fine-tuning for customizing language models in just 3 minutes. Remember to subscribe to stay updated with more programming hacks, AI tips, and tricks. 🌐 Visit my blog at: www.bitswired.com 📩 Subscribe to the newsletter: newsletter.bitswired.com/ 🔗 Socials: LinkedIn: w...
🚫 Don't limit your app to ONE AI Provider
Просмотров 7836 месяцев назад
Looking to build a more flexible AI application that doesn't rely on a single provider? In this video, I dive into how you can achieve this with a Python library - LiteLLM. We will review the unified API and efficient function calling capabilities, plus how you can use LiteLLM's stunning features like observability, asynchronous support, and even its proxy server mode to leverage your AI applic...
🤯 AI text streaming with HTMX (no JS)
Просмотров 1,1 тыс.6 месяцев назад
Looking to master AI text streaming with HTMX, (without writing a single line of JavaScript)? In this video I break down how to set up a uni-directional SSE (Server Sent Events) endpoint and infuse HTML templates with reactivity using HTMX. I will also share a workaround to prevent unwanted browser reconnection after the SSE connection ends. This is the stack powering RustGPT, a ChatGPT clone I...
🧠 AI vs Machine Learning ? in 3 Minutes
Просмотров 1199 месяцев назад
In today's video, suggested by @pmarcum7146 (thank you!), I'm demystifying AI and Machine Learning for you in just 3 minutes! I've got examples like IBM’s Deep Blue and Google's AlphaGo to help understand these concepts better. Remember, AI is about creating machines that mimic human intelligence, while Machine Learning is a specific technique used in AI. Find out why Machine Learning has becom...
🧑🏽‍💻 I Built a README Generator with AI!
Просмотров 1,9 тыс.9 месяцев назад
I take you through the creation process of a new AI tool feature with LazyCodr using prompt-chaining. LazyCodr a Python-written CLI that simplifies the process of generating README.md files for git repositories and I will be guiding you through the challenges I faced and the solutions I discovered along the way. I will also address concerns about handling large files within the code base and in...
📊 REVAMP Your AI App: Visualize and TUNE Your Semantic Cache
Просмотров 560Год назад
📊 REVAMP Your AI App: Visualize and TUNE Your Semantic Cache
👌🏽 AI Chat Cheaper & Faster with Semantic Caching
Просмотров 1,3 тыс.Год назад
👌🏽 AI Chat Cheaper & Faster with Semantic Caching
🥷🏽 AI Beats Dark Souls III Bosses
Просмотров 774Год назад
🥷🏽 AI Beats Dark Souls III Bosses
🤯 AI Writes Your Pull Request (LazyCodr) !?
Просмотров 823Год назад
🤯 AI Writes Your Pull Request (LazyCodr) !?
🧠 Turn Websites into Powerful Chatbots with LangChain And Chroma
Просмотров 8 тыс.Год назад
🧠 Turn Websites into Powerful Chatbots with LangChain And Chroma
🎙️ Google Sheets + Whisper: Effortless Audio Transcription!
Просмотров 1,7 тыс.Год назад
🎙️ Google Sheets Whisper: Effortless Audio Transcription!
🎨 Google Sheets + AI: Instantly Generate Any Images! (DALLE)
Просмотров 2,5 тыс.Год назад
🎨 Google Sheets AI: Instantly Generate Any Images! (DALLE)
📱 Boost Your Social Media Content with Google Sheets & GPT-3!
Просмотров 661Год назад
📱 Boost Your Social Media Content with Google Sheets & GPT-3!
⏱️ Machine Learning Explained in 3 Minutes: Quick & Simple!
Просмотров 3862 года назад
⏱️ Machine Learning Explained in 3 Minutes: Quick & Simple!
🛠️ Top 5 Essential Tools for Every Data Scientist
Просмотров 3712 года назад
🛠️ Top 5 Essential Tools for Every Data Scientist
🔍 Debug ML With Overfitting: PyTorch Lightning (Tutorial + Example)
Просмотров 8692 года назад
🔍 Debug ML With Overfitting: PyTorch Lightning (Tutorial Example)
🚀 TorchData 101: Master Data Loading in PyTorch Like a Pro!
Просмотров 2,1 тыс.2 года назад
🚀 TorchData 101: Master Data Loading in PyTorch Like a Pro!
📰 Bitsletter #1: AI Drawing, PyTorch & Lightning Updates, React 18.0
Просмотров 4582 года назад
📰 Bitsletter #1: AI Drawing, PyTorch & Lightning Updates, React 18.0
💡 Cardano Smart Contracts: Plutus Pioneer Program Introduction
Просмотров 4712 года назад
💡 Cardano Smart Contracts: Plutus Pioneer Program Introduction

Комментарии

  • @natevaub
    @natevaub 14 дней назад

    Great video bro, keep it going road to 5K !!!

    • @bitswired
      @bitswired 11 дней назад

      Let’s goooo frero road to 5K But first let’s finish Elden Ring ahah

  • @mariegautier3765
    @mariegautier3765 15 дней назад

    🦍🔥

  • @CODING_REALM
    @CODING_REALM 23 дня назад

    I like your videos 👍❤

    • @bitswired
      @bitswired 23 дня назад

      Thank you 🙌🏼

  • @ShimoriUta77
    @ShimoriUta77 26 дней назад

    I've always mocked Node for the node_modules being several megabytes or some gigabytes in size... Until I started using Rust... And my "target" folder being 2.4GB on an empty project with only deps :x I love Rust though and recently I took Typescript and I'm loving Svelte and Sveltekit :3

    • @bitswired
      @bitswired 23 дня назад

      Ahah definitely! The cool thing with Rust though is that you get a standalone executable at the end, pretty easy to deploy to a barebone Docker image (contrary to other languages where you link to 3rd party libraries that must be installed on the machine). Nice choice, I love Svelte and Sveltekit too! Even though I have more experience with NextJS and React, the Svelte approach to reactivity is refreshing 👍🏽 What are you building?

  • @rickrischter9631
    @rickrischter9631 29 дней назад

    The video is very good, but the background music is annoying for my taste, maybe low its volume?

    • @bitswired
      @bitswired 28 дней назад

      Thank you! I’m glad if you learnt something :) Sorry for the background music, I try to not make that mistake from now on 😅

  • @Nova-m8d
    @Nova-m8d Месяц назад

    This is VERY useful. Thanks

    • @bitswired
      @bitswired Месяц назад

      Glad it was helpful!

  • @natevaub
    @natevaub Месяц назад

    Awesome breakdown! 🤯 LLAMA 3.1 is a game-changer in the AI world with its staggering 405B parameters. Can't wait to see how the focus on multimodality enhances real-world applications.

    • @bitswired
      @bitswired Месяц назад

      Thanks frero ❤️ New video on multi modality when it will become available 😁

  • @mariegautier3765
    @mariegautier3765 Месяц назад

    Your channel’s evolution is insane 😍🔥 Keep going !🦍💪🏼

    • @bitswired
      @bitswired Месяц назад

      Thanks Mims ❤️ 🦍🐆 EKIP

  • @aryanmauryamr.perfect1426
    @aryanmauryamr.perfect1426 Месяц назад

    Hlo bro ❤ collaborate karege mere sath

  • @toolazytostudy2316
    @toolazytostudy2316 Месяц назад

    Thanks!!!!!!!!!!!!!!!!!!!!!!!

  • @Sylarleft
    @Sylarleft Месяц назад

    This is essentially a part of what RAPTOR does. It's just that this is just to get a summarized document, where RAPTOR is used for RAGs. But the principle of chunking a document, summarizing it and aggregating the answers is similar between both concepts.

    • @bitswired
      @bitswired 23 дня назад

      Thanks for sharing, I did not know about RAPTOR. I find the idea interesting, it could deserve its own video 😁.

  • @pauliusztin
    @pauliusztin Месяц назад

    Looking forward to crazy recursive functions that use these features

    • @bitswired
      @bitswired Месяц назад

      Ahah definitely I love Rust pattern matching for that Now we have something similar in Python 💪🏽

  • @markhamzone
    @markhamzone Месяц назад

    What presentation software are you using to show those kernel windows and chart divergence? (Great work btw)

    • @bitswired
      @bitswired Месяц назад

      Thank you! I’m glad you liked it :) I used Canva to build the animations and then I played them during the video

  • @y.pproduction812
    @y.pproduction812 Месяц назад

    SIUUUU

    • @bitswired
      @bitswired Месяц назад

      Yung Padre for the intro ;)

  • @natevaub
    @natevaub Месяц назад

    Banger again!! Keep it up bro

    • @bitswired
      @bitswired Месяц назад

      Merci frero ❤️ Let’s goooo!!

  • @mariegautier3765
    @mariegautier3765 Месяц назад

    🔥🔥🔥

  • @natevaub
    @natevaub 2 месяца назад

    Gonna try this for sure keep it up bro !

    • @bitswired
      @bitswired 2 месяца назад

      Thanks frero 💚 You can try it in your Django project ;)

  • @mariegautier3765
    @mariegautier3765 2 месяца назад

    My favorite engineer ❤

    • @bitswired
      @bitswired 2 месяца назад

      Le plus chanceux ;) 🦍🐆

  • @uhhuh5454
    @uhhuh5454 2 месяца назад

    thank you very much

    • @bitswired
      @bitswired 2 месяца назад

      My pleasure ;)

  • @alpuhagame
    @alpuhagame 2 месяца назад

    I want to point out, with this tool it's not a magic that "node_modules" only have to install few things. If we take a look into `biomejs/biome/blob/main/Cargo.toml` file, there's a ton of dependencies for Rust. And then also take a look into `/biomejs/biome/tree/main/crates`. This is the price of making "node_modules" cleaner: all those supported languages, linter rules and other things aren't going to magically disappear, they still need to be downloaded, compiled, and executed. So I wouldn't call it "replace everything with a single tool", but rather "replace your JS ecosystem with Rust". I'm not sure how would I feel about that, given I don't really have Rust knowledge, but to me it seems a bit fishy, because now you'd have to convince people to add support for building Rust apps to your containers. While I appreciate an effort of making just a single tool for everything, the downside is added responsibility for introducing an entirely different ecosystem to your build process.

    • @bitswired
      @bitswired 23 дня назад

      Hey, You have a fair point. Personally I'm comfortable bringing BiomeJS in a JavaScript project since Rust is abstracted away: you don't even have to know it's written in Rust, you can just run it as any node package. Also you're right that it's not magic and Biome needs to re-implement all these tools. But from the JS developper perspective it's cool to have a single tool to install and manage (upgrading versions and so on ...). But I totally understand your concerns. What is your typical stack for code quality?

  • @imichaeli
    @imichaeli 2 месяца назад

    Thanks for the suggestion, I'm going to try it now. Can you share what tools you are using for making such smooth videos? The smooth zooms and transition and stuff.

    • @bitswired
      @bitswired 2 месяца назад

      Thanks! Let me know your thoughts :) I use a combination of - Tella TV to record screen and camera at the same time with different layouts - Canva to create the graphics - Davinci Resolve to assemble the video, process sound, color correction …

  • @natevaub
    @natevaub 2 месяца назад

    Great job bro! Super good tool, gonna try this now :D

    • @bitswired
      @bitswired 2 месяца назад

      Thanks frero ❤️ let me know if you try :)

  • @Naton
    @Naton 2 месяца назад

    Imma try this now

    • @bitswired
      @bitswired 2 месяца назад

      Cool! Let me know your first impressions?

  • @vogendo7377
    @vogendo7377 2 месяца назад

    Really interesting. Keep on providing this advising stuff !

    • @bitswired
      @bitswired 2 месяца назад

      Thanks boss 🫡 I won’t stop 😉

  • @mariegautier3765
    @mariegautier3765 2 месяца назад

    Always a great content, keep going on ! 🦍😎😍

    • @bitswired
      @bitswired 2 месяца назад

      Thanks Bella ❤️ road to 1000 🦍🐆

  • @SD-rg5mj
    @SD-rg5mj 2 месяца назад

    hello

  • @cgc2300
    @cgc2300 2 месяца назад

    thanks

  • @zeelthumar
    @zeelthumar 2 месяца назад

    Keep it up bro

    • @bitswired
      @bitswired 2 месяца назад

      Thanks man! I will 💪🏽

  • @natevaub
    @natevaub 2 месяца назад

    Thanks for the quality of video, really interesting subject well exaplained

    • @bitswired
      @bitswired 2 месяца назад

      Thanks bro ❤️ Soon Elden Ring ahah ;)

  • @MichaelScharf
    @MichaelScharf 3 месяца назад

    Grat Video! But totally annoying music

    • @MichaelScharf
      @MichaelScharf 3 месяца назад

      It makes is hard to understand you and it distracts from your great work

    • @MichaelScharf
      @MichaelScharf 3 месяца назад

      If your video content would not be so great, I would have stopped watching

    • @bitswired
      @bitswired 2 месяца назад

      Thank you for the feedback! I reduced the video background music in the new video. Hope it’s better :)

  • @cyberpunkdarren
    @cyberpunkdarren 3 месяца назад

    Once all the vectors are loaded into the vector database the text splitting no longer matters. As long as you dont split on a compound word or phrase it doesnt really affect the vectorspace.

    • @bitswired
      @bitswired 3 месяца назад

      Hey :) I see your point but I would say that in practice it’s not the case. For instance if you embed an entire page versus multiple smaller paragraphs the resulting vectors will be different even though you’ve indexed the same text. And it affects the similarity search. That’s why pyramidal embeddings are a way to improve RAG performance by indexing the data at different precision levels and using multiple index to answer queries.

  • @pranaypallavtripathi2460
    @pranaypallavtripathi2460 3 месяца назад

    How is parallel programming done in Rust? I know that there are several MPI libraries such as OpenMPI, MPICH, Intel MPI, etc for running a C/C++ code (which uses these libraries) on multiple compute nodes (each with tens of cores) but what about Rust?

    • @bitswired
      @bitswired 3 месяца назад

      Hey good questions! On single node using multiple threads Rust has native support for real multi threading, and you have libraries like rayon that provide nice utilities. For multi nodes with Rust I’m not an expert but there also exist MPI bindings, like rsmpi.

  • @oscar7557
    @oscar7557 3 месяца назад

    You forgot to mention rust takes 20 years to compile lmao great video tho man thanks for the info. I work in Python and it sucks hard. These tools you mentioned look great :) Also could you include links to the tools and libraries next time?

    • @bitswired
      @bitswired 3 месяца назад

      😂 I had to be quiet about it 🤫 Just kidding, it’s a good point I forgot to mention! Thanks! Let me me update the description with the link 👍🏽 Hope you’ll like them ;)

  • @mysterry2000
    @mysterry2000 3 месяца назад

    Ah man I was really looking forward to a Mojo shout out 🥺the people creating it are amazing, and what they're doing with the language design of Python is simply jaw-dropping Definitely something you should consider for an upcoming video, subscribed! 😁

    • @bitswired
      @bitswired 3 месяца назад

      Wow man it’s a nice catch! I have to admit that I lost track of the Mojo project after they announced it a while ago … Thanks for the idea I will give it a try 👍🏽

  • @vasanthkumar-wz9tw
    @vasanthkumar-wz9tw 3 месяца назад

    Nice explanation !! Can we use gptcache for a finetuned codellama model?

    • @bitswired
      @bitswired 3 месяца назад

      Thanks! I’m glad you liked it Yes you can! GPTCache can be used for any model. It’s also integrated in langchain if you use it or you can run it as a docker container in server mode. Let me know if you have any issues ;)

  • @robertthallium6883
    @robertthallium6883 3 месяца назад

    Rust isn't even a real language.

    • @bitswired
      @bitswired 3 месяца назад

      It’s much more ahah

  • @Z4KIUS
    @Z4KIUS 3 месяца назад

    will it fix the syntax though?

    • @bitswired
      @bitswired 3 месяца назад

      Ahah it could If you make a pull request to RustPython you could change the language parser and have your own syntax Though, the chance to get accepted in main is low 😅

    • @Z4KIUS
      @Z4KIUS 3 месяца назад

      @@bitswired I'd be happy to see better support for Bython to be honest, sometimes the Py ecosystem has basically everything I need but even these few dozens of lines of glue in Py make me suffer

    • @bitswired
      @bitswired 3 месяца назад

      I did not know about Bython thanks for mentioning it! I don’t think it’s supported by RustPython but you could give them the idea 🤷🏽‍♂️ Ahah what are your favorite languages?

    • @Z4KIUS
      @Z4KIUS 3 месяца назад

      @@bitswired I spend most of time and feel most comfortable with PHP, JS and TS, but I can pick up basically any C-style language quickly, wouldn't want to bother with manual memory management though besides that I liked Delphi quite a lot, Lua was great for game scripting what annoys me in Python is the lack of braces (my brain spends excessive amounts of effort to properly track blocks without them) and the tendency to output integer results from math operations if you forgot to make all operands floats then there's AHK, I'm using it because there are no other options, but it feels like there's no rhythm nor rhyme how you do some things and every time I just shuffle things until it starts working, function calls there are bizarre

    • @bitswired
      @bitswired 2 месяца назад

      Cool I also use TS quite often 👍🏽 Yes auto memory management is a neat feature. You’re less likely to to shoot yourself in the foot 😅

  • @patricknazar
    @patricknazar 3 месяца назад

    I enjoyed the video, yes just need to work on that voice volume, and maybe a bit more upbeat voice. gj

    • @bitswired
      @bitswired 3 месяца назад

      I’m glad you liked it thanks for the feedback 😁 I will fix these and issues already working on the next video 💪🏽

  •  3 месяца назад

    Prototyping and overall development is faster in Rust than Python. Python will still be used because Rust has a steeper learning curve and a smaller ecosystem. But with time, Python will be replaced by Rust in many areas. Rust is "all levels", not just low level. Any python code can be translated to Rust code with zero level reduction. The borrow checker forces the Rust code to be "high level", either by using it or by avoiding it (and using smart pointers).

    • @paca3107
      @paca3107 3 месяца назад

      rewrite everything in rust!

    • @redthunder6183
      @redthunder6183 3 месяца назад

      Prototyping in python is way faster than rust… Rust will never replace python, but it will more likely replace C/C++ Rust is more similar to C/C++ than python. Rust and python were designed for two completely different use cases

    • @bitswired
      @bitswired 3 месяца назад

      Hey thanks for participating :) I see your point, and it’s true that if you are proficient in Rust you can go fast. But I think Python is still way faster for prototyping: - it’s not compiled so you can run a huge project instantly after making a change, while rust could take a while to re compile - the learning curve is way lower - the ecosystem is huge I also like your POV about rust being low-level and high-level depending on how you use it 👍🏽

    • @bitswired
      @bitswired 3 месяца назад

      Yes, I think it’s more of a c/cpp contender 👍🏽

    • @bitswired
      @bitswired 3 месяца назад

      Ahah hard to resist the appeal 😅

  • @vogendo7377
    @vogendo7377 3 месяца назад

    Clear, concise and very instructive. Keep up this great videos work.

    • @bitswired
      @bitswired 3 месяца назад

      Thanks Vogun ❤️ Let’s gooo ;)

  • @natevaub
    @natevaub 3 месяца назад

    Great job as always bro! Keep it up :D I might have to start my Rust journey looks like a god tier language

    • @bitswired
      @bitswired 3 месяца назад

      Thanks frero ❤️ Lets go you love Rust hehe After Transcendence ;)

  • @dan_dom
    @dan_dom 3 месяца назад

    Your videos are very well crafted, the only thing for me is the music maybe a bit quieter, it is a distraction for me from the point of the video itself (but this one is a LOOT better then the previous ones, there, i could not focus on the speech itself because the music did not serve as a background to well). Otherwise, keep up the great production quality, respect 👍

    • @bitswired
      @bitswired 3 месяца назад

      Thanks for the kind and useful feedback! Sorry for the distraction, I tried to make the background music lower and use a chiller song. But I will make it even more quiet next time 👍🏽

    • @santiagoafonso
      @santiagoafonso 3 месяца назад

      @@bitswired I agree, a somewhat lower volume would help. Great video.

    • @bitswired
      @bitswired 3 месяца назад

      Thanks for the feedback 👍🏽 I’ll fix the problem for the next video next week 😉

    • @HansMaxiBricks
      @HansMaxiBricks 3 месяца назад

      your audio sux then :P

  • @mariegautier3765
    @mariegautier3765 3 месяца назад

    You manage to make me understand an aera that is absolutely not mine, well done 😂🥰❤️

    • @bitswired
      @bitswired 3 месяца назад

      Thanks Bella ❤️ You will be soon an expert 😉

  • @HassanAllaham
    @HassanAllaham 4 месяца назад

    This is one of the most powerful videos related to AI I ever seen. Very clear, very informative, and very useful. Thanks for the good content 🌹🌹🌹

    • @bitswired
      @bitswired 3 месяца назад

      Thank you very much for your kind words! It means a lot to hear that the video had such a positive impact on you and it makes all the effort worth it. Thanks again for watching and for taking the time to leave such a thoughtful comment 👍🏽

  • @oryxchannel
    @oryxchannel 4 месяца назад

    Good presentation but I do not understand how it's different from document AI's that can do this automatically. Why do this manually?

    • @bitswired
      @bitswired 4 месяца назад

      Hey :) You’re right there are libraries that does it for you. However the purpose of the video was to understand how it works in depth, to do so I proposed a simple implementation from scratch. The goal was to help people grasp the concept. I hope you still enjoyed the video 😁

  • @vogendo7377
    @vogendo7377 4 месяца назад

    Very interesting

    • @bitswired
      @bitswired 4 месяца назад

      Thanks big boss ❤️

  • @mariegautier3765
    @mariegautier3765 4 месяца назад

    Love it ❤ You know how to transmit your passion, congrats 😍🦍🔥

    • @bitswired
      @bitswired 4 месяца назад

      Merci Bella ❤️🦍🐆 EKIP au max!

  • @natevaub
    @natevaub 4 месяца назад

    Great video bro, keep going with these fire topics!

    • @bitswired
      @bitswired 4 месяца назад

      Thanks frero 💪🏽 Let’s gooooo! Let’s make it work and play Elden Ring soon ahah

  • @CebolaDeLed
    @CebolaDeLed 4 месяца назад

    Slow but...

    • @bitswired
      @bitswired 4 месяца назад

      Yes depends on your machine and the mode your run With GPU enabled it should be better if you have access to one

  • @ai-cowboy
    @ai-cowboy 4 месяца назад

    Phidata does that a little better imo

    • @bitswired
      @bitswired 4 месяца назад

      Interesting, thanks for sharing I don’t know about phidata I will check it out 👍🏽