Please also use the free model. With llm like llama3
@codingcrashcourses8533
Ай бұрын
@@user-xt6rz4ec2y sorry i will not use open source models. The small models are weak and openai models are really cheap. The new Mini Model costs like 1 Dollar per month
@nmstoker
2 ай бұрын
Nice video. Would be nice to go into a few more examples/use cases to more strongly illustrate why multimodal RAG is useful
@micbab-vg2mu
9 ай бұрын
thank you
@amortalbeing
9 ай бұрын
thanks❤
@akmr0079
6 ай бұрын
cant we get image also if we use vision model in the chain?
@codingcrashcourses8533
6 ай бұрын
Currently not. At least last time i saw it
@Slimshady68356
9 ай бұрын
Nicely explained ,Subscribed🎉
@arishasaeed
2 ай бұрын
How can I use pinecone instead of chroma here?
@robertbai2237
2 ай бұрын
how about doc and docx with images and tables? is converting to pdf the only way?
@lucasrichter4827
2 ай бұрын
Nice video! Is there some way to retrieve the metadata as well with the multivector retriever? Such as page number or file name?
@codingcrashcourses8533
Ай бұрын
Yes sure, you have got access to the metadata attribute of the documents and can just use them whatever you want for. If you struggle with that, maybe watch my LCEL Crashcourse on this channel :)
@lucasrichter4827
Ай бұрын
@@codingcrashcourses8533 Sorry, I was being unprecise. I mean retrieving metadata from the docstore! Is that also possible?
@muzammilnizamani8585
9 ай бұрын
will this output images with text as well?
@codingcrashcourses8533
9 ай бұрын
No. Gpt4 only outputs text. You can pass the output to dall-e-3
@TaugenichtsRichtiger
6 күн бұрын
Hello. I want to run this code on Linux. Do I have to download tesseract? What does it do? I deleted the relevant statements and found that the code will report an error.
@codingcrashcourses8533
6 күн бұрын
Tesseract is an OCR library. Read here: github.com/tesseract-ocr/tesseract . On linux it´s very easy to install
@TaugenichtsRichtiger
5 күн бұрын
@@codingcrashcourses8533 Thanks for the reply. Is there anything to change in the code in linux please? For example, should I delete this “pytesseract.pytesseract.tesseract_cmd = r'C:\Program Files\Tesseract-OCR\tesseract.exe'” or change it to another statement? ?
@egitaufiqnoor3612
4 ай бұрын
how to store vectore created to local? so ican used again later
@codingcrashcourses8533
4 ай бұрын
Faiss and chroma offer methods to do that. You will find that in the langchain docs
@chakerayachi8468
3 ай бұрын
nicely explained and nice informations as always but i have a question my files are stored in azure blob storage i am getting tghem throw blob loader does implementing the multimodal works with them?
@codingcrashcourses8533
3 ай бұрын
I don´t know to be honest, but I think it should be possible. If not maybe try to get the files directly with the Azure SDK
@chakerayachi8468
3 ай бұрын
@@codingcrashcourses8533 as always thanks for replying to my comments my mentor
@yazanrisheh5127
9 ай бұрын
why did you use chiain.invoke and not .run or apply or batch? Sometimes in your videos you use run and sometimes invoke. How od you know when to use when and whats the difference?
@codingcrashcourses8533
9 ай бұрын
I thought about using batch and think its probably better, but I tried to keep it simple and just use a loop for every call. The difference between run and invoke is the chain. I try to use Language expression language only in my newer videos and invoke is the implementation of the runnable interface, while run is the implementation of the (deprecated) chain interface
@AdarshMamidpelliwar
5 ай бұрын
Can we show the images as response along with relevant text as response based on the prompt passed.
@codingcrashcourses8533
5 ай бұрын
Yes, but I would probably do that different. Maybe with a different embedding model. But to be honest, I can not good idea out of the box.
@vivekpatel2736
2 ай бұрын
@AdarshMamidpelliwar i want to do same thing did you find out how this possible ?
@AdarshMamidpelliwar
2 ай бұрын
@@vivekpatel2736 i was able to do
@saurabhjain507
9 ай бұрын
Will this part of partitioning work on Azure? How do you read pdf from a storage container?
@codingcrashcourses8533
9 ай бұрын
I have not tried this yet. I would use the Azure SDK, but not sure if that works the same as reading the file from the local filesystem
@saurabhjain507
9 ай бұрын
@@codingcrashcourses8533 PDFs stored as blobs on Azure are different than reading locally. I have tried using langchain but was not able to read it. I then used pypdf to read the pdf as a streaming object.
@ajeetojha3745
5 ай бұрын
Can you pls share the notebook
@codingcrashcourses8533
5 ай бұрын
Code is in the description
@Slimshady68356
9 ай бұрын
Hi Markus ,I am having problem with downloading tesseract ,the download is really slow , do you have any link to tesseract
@codingcrashcourses8533
9 ай бұрын
digi.bib.uni-mannheim.de/tesseract/ Hello Zaid, this is another Link I used before. Hope that helps! Best regards
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