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Complete Tutorial on Vector Database - Learn ChromaDB, Pinecone & Weaviate | Generative AI

DSwithBappy
2024 ж. 17 Қаң.
11 846 Рет қаралды
Жүктеу

Code: github.com/entbappy/Complete-...
Welcome to this comprehensive tutorial on Vector Databases! In this video, we dive deep into three powerful vector database solutions: ChromaDB, Pinecone, and Weaviate. Whether you're a beginner or an experienced developer, this tutorial will provide you with valuable insights and hands-on guidance.
Check out my other playlists:
► Complete Python Programming: • Complete Python Progra...
► 100 Days of Machine Learning playlist: • 100 Days Of Machine Le...
► Statistics For Machine Learning: • Statistics For Machine...
► Object Detection Using YOLO v6: • YOLO v6 | Object Detec...
► Object Detection Using YOLO v7: • YOLO v7 | Object Detec...
► Sign Language Detection Using YOLO v5: • Sign Language Detectio...
►ONNX (Open Neural Network Exchange): • ONNX (Open Neural Netw...
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This channel focuses on providing content on Data Science, Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Natural language processing, Python programming, etc. in Bangla and English.
My mission is to provide inspiration, motivation & good quality education to students for learning and human development, and to become an expert in Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Natural language processing, Python programming, and so on.
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I believe that high-quality education is not just for the privileged few. It is the right of everyone who seeks it. My aim is to bring quality education to every single student. All I need from you is intent, a ray of passion to learn.
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  • Use an index with timestamps, if you publish hour long videos. Much easier to find relevant content that way. Not everybody will be interested in everything.

    @PuneetSharma-fb7oz@PuneetSharma-fb7oz2 ай бұрын

  • i must have to say that content is fantastic , very commendable ur explaining each term

    @mahikhan5716@mahikhan57162 ай бұрын

  • Good teaching 🤩

    @catschangepond217@catschangepond2172 күн бұрын

  • Sir I appreciate you efforts, I have learnt alot from your MLOps end to end projects. Would be thankful if you please upload such kind of end to end projects videos on mlops

    @user-es2re7jo1z@user-es2re7jo1z3 ай бұрын

  • Hi Bro, I just wanted to let you know that I find your content training to be the best.

    @ManojNair-ff7wo@ManojNair-ff7wo17 күн бұрын

  • Great One.

    @ganesarul@ganesarulАй бұрын

  • The way you explain is really worth it brother I really want to say I fell in love with your content you think deep and make everything easy and interesting to understand I didn't get bored in your video love you brother I am your student now love and respect from Karachi

    @postmanpatpat@postmanpatpatАй бұрын

    • Thank you so much :)

      @dswithbappy@dswithbappyАй бұрын

  • Sir you are genius and how you learn this type of content in very easy manner and from where to learn this things please share with us its helpful to us as a data scientist please sir

    @parthivpatel3139@parthivpatel31392 ай бұрын

  • 💝💝 thanks a lot sir

    @mukulnamagiri8160@mukulnamagiri816026 күн бұрын

  • how to append or delete some embeddings from the already existed database?

    @KOTAGIRISIVAKUMAR@KOTAGIRISIVAKUMAR29 күн бұрын

  • bro you teach really good. I'm kinda exploring something similar. Wondering if we can work together on something or any way to collaborate?

    @user-ll6mn8ky8d@user-ll6mn8ky8d3 ай бұрын

  • Hi @DSwithBappy how to access your other GENAI private videos.

    @hiteshyerekar9810@hiteshyerekar98103 ай бұрын

  • Cloud you share the Lanchain playlist here. Thanks

    @ManojNair-ff7wo@ManojNair-ff7wo17 күн бұрын

  • Please do end to end project which use MLOps and Vector Database , (CI/CD) etc...

    @randomdude79404@randomdude794043 ай бұрын

  • Can you please do a video with Milvus as a vector database?

    @MitraPlaylist@MitraPlaylistАй бұрын

  • i'm getting this ValueError: An instance of Chroma already exists for ephemeral with different settings while executing vectordb = Chroma.from_documents(documents=texts, embedding=HFIembeddings, persist_directory="db") is someone have soluction ?

    @world40123@world401233 ай бұрын

  • AttributeError: init is no longer a top-level attribute of the pinecone package.

    @utkarshtripathi9118@utkarshtripathi91182 ай бұрын

  • While creating chunks, although you have given the parameter `chunk_overlap=200`. But in the following the chunks, I don't see the overlap. Second, you github link doesn't seems to work.

    @rvraghvender@rvraghvender3 ай бұрын

  • Hello, your content is good, but I and many others have same query In your medical chatbot project people have been facing issue --> AttributeError: init is no longer a top-level attribute of the pinecone package. after thorough research on pinecone ducumentaion and in this video, we still facing issue please provide solution of this.

    @rutvikchauhan1572@rutvikchauhan157229 күн бұрын

  • What is the drawing tool he has used. Anyone having any idea. Thanks in advance.

    @shakilkhan-sx7bc@shakilkhan-sx7bc29 күн бұрын

  • sir your github link not working

    @sivatelugugamer4837@sivatelugugamer48373 ай бұрын

  • from_texts is not working ?

    @damuGaming505@damuGaming5052 ай бұрын

    • Please reply?

      @damuGaming505@damuGaming5052 ай бұрын

  • Text is not showing in my pinecone console..

    @ishvarlalpatel1867@ishvarlalpatel1867Ай бұрын

  • Please use free resources from next time like you used openai for embedding you said there are free embeddings as well so.

    @rraviteja@rravitejaАй бұрын

  • Initialisation not working

    @silent1975@silent19752 ай бұрын

  • Good explanation but a simple request for other explanations, please speak much slower. You came across like you were 'playing on 78 rpm' when we normally listen 'on 45 rpm'. Many thanks

    @alfrede.newman1838@alfrede.newman1838Ай бұрын

    • Run the video at 0.75X.

      @pizzalot@pizzalot25 күн бұрын

    • @@pizzalot Seems to work, thanks. FWIW run the video at 0.5 and he sounds drunk!

      @alfrede.newman1838@alfrede.newman183825 күн бұрын

  • docsearch = Pinecone.from_texts([t.page_content for t in text_chunks], embeddings, index_name=index_name) This line is giving error - AttributeError: type object 'Pinecone' has no attribute 'from_texts'

    @dswithanand@dswithanand3 ай бұрын

    • I am also struggling from last 1 week. Recently Pinecone have updated the library and some methods are outdated.Request babby to check and provide alternatives.

      @narendrasinghrawat2298@narendrasinghrawat22983 ай бұрын

    • @@faruqshaikh2099 share the code or github repository

      @dswithanand@dswithanand3 ай бұрын

    • I also have error

      @naveenpatidar889@naveenpatidar8892 ай бұрын

    • You find something solutions about this

      @naveenpatidar889@naveenpatidar8892 ай бұрын

    • @@naveenpatidar889 bro see pinecone documentation we have to use upsert method to send vectors to pineconde database

      @narendrasinghrawat2298@narendrasinghrawat22982 ай бұрын
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