I am always grateful to you. You are the my only teacher who teaches me basics of data science properly. Now with this LLM. langchain. You have superpower to explain everything in very easy way for a dumb student like me. I couldn't be a data scientist and fulfill my dream if you weren't there. Thanks for everything, please do continue this kinda projects for each domain🙏🙏🙏🙏💝💝💝
Did you tried this Rockybot I am facing one error please help me to solve it list index out of range index = faiss.IndexFlatL2(len(embeddings[0])) @@shaonsikder556
Best thing I love about this guy is, he let the audience feel the problem, so that when he is doing this he will be clear that I am solving this problem this should be the approach, love u man for all the content u make
Found a lot of stuff on Langchain on TH-cam. But no one went this deep with individual langchain concepts as you did. A lot of confusing topics got cleared today. THANKS FOR THIS. ❤
If anyone is facing list index out of range error then here is an open github issue: github.com/langchain-ai/chat-langchain/issues/68 Using a different version of langchain may help.
The Best best best video on langchain+llm in youtube Thank you sir for wonderful content. Please upload the videos on how to finetune our own data and some more real world usecases like this video .............😇😇😇😇
Amazing video Dhaval!!! Do you have MLOps playlist please share, if not could you please think about creating it using mlflow or zenml because i like the way you teach. Thanks!
@@codebasicsI have used this technique with open source llm and completed a project of chat with local pdf files. For a lack of resources I can't able to build UI for that.i already posted this project documentation in my LinkedIn profile.
hello sir the content is awesome and I will recommend it to my friends for sure.If possible it would be still more helpful if you can explain the conversion of table data into the contextual data in further vedio.
Sir this is really superb!! Can u plz generate high end machine learning real life projects with data cleaning preprocessing and modelling and end it with a web application.......it would be a very great help as being a student...
@@aishu2623 data cleansing is subject yo project. His data cleansing will most probably be different to your project esp if you are customising it. Otherwise if you are just copying and pasting then it is a different matter. Best of luck
I am a beginner to this langchain, LLM world. Just wanted to understand in this example how is the PROMPT to the LLM being created - is it automatic? we are providing the query in the form of streamlit UI input & context in the form of retrieved chunks from vector DB this I understood.
i am constantly getting following error at the end: ValueError: The de-serialization relies loading a pickle file. Pickle files can be modified to deliver a malicious payload that results in execution of arbitrary code on your machine.You will need to set `allow_dangerous_deserialization` to `True` to enable deserialization. If you do this, make sure that you trust the source of the data. For example, if you are loading a file that you created, and no that no one else has modified the file, then this is safe to do. Do not set this to `True` if you are loading a file from an untrusted source (e.g., some random site on the internet.).
Hi Dhaval - do you think streamlit has a future potential to implement a quick dashboard app at corporate level and get rid of tedious frontend coding ?
Thank you! I love your videos. But is this considered a project for Data Scientist? Should I write something like embedding chatbot with LLM in my CV for Data Science role?
Is it possible to "replace" the urls with github repositories of code or documentation? I'd also be important to keep the source metadata just like in this urls example to understand from which document inside which repo the answer came from. Thank you very much!
hi, for classification use cases do you suggest traditional (SVM, Bayes) Vs RAG /LLM approach.I am new and trying to understand the right use case and match right approach to solve,
Lets assume there is a cron job resding the urls. After a few days will the vector database has huge size? I have requirement where i want to read some documents(PDFs/docx) and get same data from each of it, answer a few questions. Do i need a vector db here? If so doesn't the size grow?
Check out our premium machine learning course with 2 Industry projects: codebasics.io/courses/machine-learning-for-data-science-beginners-to-advanced
I am always grateful to you. You are the my only teacher who teaches me basics of data science properly. Now with this LLM. langchain. You have superpower to explain everything in very easy way for a dumb student like me. I couldn't be a data scientist and fulfill my dream if you weren't there. Thanks for everything, please do continue this kinda projects for each domain🙏🙏🙏🙏💝💝💝
Did you tried this Rockybot
I am facing one error please help me to solve it
list index out of range
index = faiss.IndexFlatL2(len(embeddings[0]))
@@shaonsikder556
please resolve the index 0 issue
can I use Gemini API key instead of Open AI?
How model will work when 5 different users are providing different url to model simultaneously?
I like the way you explain the business scenario and toolset required to implement the solution in the PoC and Production phases.
Best thing I love about this guy is, he let the audience feel the problem, so that when he is doing this he will be clear that I am solving this problem this should be the approach, love u man for all the content u make
Found a lot of stuff on Langchain on TH-cam. But no one went this deep with individual langchain concepts as you did. A lot of confusing topics got cleared today. THANKS FOR THIS. ❤
Glad you enjoyed it!
sir please help me to solve this error
list index out of range
index = faiss.IndexFlatL2(len(embeddings[0]))@@codebasics
This is the best tutorial I have watched on LLM. Crisp, yet detailed. Thank you!
One of the best courses on TH-cam to learn GenAI. Thanks a lot for this
An end to end langchain project cannot be more clearer and perfect than this one !
If anyone is facing list index out of range error then here is an open github issue: github.com/langchain-ai/chat-langchain/issues/68
Using a different version of langchain may help.
I tried 3 different versions but it did not work, on which version it might work?
It's just a perfect combination of depth and width!! Thank you so much!!
what version of lang chain are you using ?
Thanks a lot, I'm so happy that I came accross this video. Best tutorial.
Thank you sir for this wonderful tutorial, which made me understand about the end to end LLM project in a simple way. Great work.
Thank you so much for this wonderful tutorial, really helps me in implementing a POC in my company
you are awesome teacher, I rarely post comments below yt movies.. you just have explained it in very easy and understable way.. ;-) well done
This is the best tutorial i have watched till date, kudos for the effort to put in to make this video.
Another excellent learning video! You explained the end-to-end LangChain application workflow very nicely. Thanks!
Your tutorials are amazing and these are really helpful
Excellent video. Very well explained. Thank you so much!
Hi, Thanks for such an amazing session that made me very comfortable with langchain
dude i just started and loved the rocky bhai story HAHAHAHAHAHA
what more simple explanation could be possible than this. Awesome explanation and project concept.
Thank you! your trainings were always great and this one is even greater!
The Best best best video on langchain+llm in youtube Thank you sir for wonderful content.
Please upload the videos on how to finetune our own data and some more real world usecases like this video .............😇😇😇😇
Absolute best explanations. To class. Thank you.
i was working on a langchain project myself! perfect timing!
Accept my gratitude all the way from Pakistan ❤️
🙏🏼
I'm getting bugs over here. How did you get passed the index out of range?
Coding... Coding... Coding... I don't like it! I avoid! But! Coding likes me! I can't avoid!
🤣🤣😜
😂😂
this is a movie or theory well explained and a powerful content thanks for this need more...
Thanks sir theory is completed ,now I have to implement
such a nice explanation sir. well understood. got an idea for my project work ,thank you sir .
Thanks this explains the concepts really well and brings them to life.
Literally had this same project last month in my organisation
The best one so far! Amazing
Amazing video Dhaval!!! Do you have MLOps playlist please share, if not could you please think about creating it using mlflow or zenml because i like the way you teach. Thanks!
Nice eee jumping in this weekend thank you
The intro is just lit
This was an awesome overview! Thank you for all the work put into it!😍
Glad you enjoyed it Lisa!
super useful thank you so much. you are great tutor expecting more videos like this
Amazing videos in the playlist! Thank you for your hard work!
Rocky bhai made me watch the whole video😂 good job
thank you so much sir. The project and explanation were very helpful
Woow..my new hero Peter Pandey
Nice work sir... It's clear understanding... 🎉🎉😊😊😊
Thank you so much Dhruw for this wonderful explanation :)
Waiting for this series!!
Thank you
Awesome project tutorial. Thank you. Learned a lot and will use in my projects. 🙏🙏🙏🙏
Glad it was helpful!
sir please help me to solve this error
list index out of range
index = faiss.IndexFlatL2(len(embeddings[0]))@@codebasics
sir please help me to solve this error
index = faiss.IndexFlatL2(len(embeddings[0]))
@@codebasicsI have used this technique with open source llm and completed a project of chat with local pdf files. For a lack of resources I can't able to build UI for that.i already posted this project documentation in my LinkedIn profile.
happy to see Rocky bhai reference :)
Very good tutorial.Thanks for all the effort.
hello sir the content is awesome and I will recommend it to my friends for sure.If possible it would be still more helpful if you can explain the conversion of table data into the contextual data in further vedio.
Amazing! Big Thank You Sir.
Keep rocking with your content ❤
Please do a video on LlanGraph...you will do it better than others for sure.
AMAZING WORK DONE, SIR I REALLY APPRECIATE YOUR EFFORTS!
Is OpenAi free?
Great Explaination Thank you so much !
Sir you are great learnt a lot!!!
Should have invested in Nvidia 5 months before to double the amount, Bro give the best financial advice 😜
Thanks for this nice tutorial !
Great video Dhaval👍
great video! could you please do a video on how to set up our jupyter environment?
Thank you very much. its great.
Sir this is really superb!! Can u plz generate high end machine learning real life projects with data cleaning preprocessing and modelling and end it with a web application.......it would be a very great help as being a student...
I think he has done it already. Potatoe disease project.
@@alphar85 that comes under Deep learning for my 5th sem project I have done that
@@alphar85 and moreover no data cleaning process is involved in potato disease classification. And plz respect it is sir not him.
Thank u
@@aishu2623 ok sorry i thought you just wanted an end to end project.
@@aishu2623 data cleansing is subject yo project. His data cleansing will most probably be different to your project esp if you are customising it. Otherwise if you are just copying and pasting then it is a different matter. Best of luck
Thank you!. very much useful.
fantastic work
Good evening respected sir
Getting an error:
module 'magic' has no attribute 'from_buffer'
tried multiple fixes, but unable to resolve.
Waiting for this series.
To learn llm what is prerequisites... please clearly mention
Is machine learning /deep learning required? @codebasics
Amazing .... Would help us a lot ! Thank you :)
Thank you for this!
You are the best!
I am a beginner to this langchain, LLM world. Just wanted to understand in this example how is the PROMPT to the LLM being created - is it automatic? we are providing the query in the form of streamlit UI input & context in the form of retrieved chunks from vector DB this I understood.
i am constantly getting following error at the end: ValueError: The de-serialization relies loading a pickle file. Pickle files can be modified to deliver a malicious payload that results in execution of arbitrary code on your machine.You will need to set `allow_dangerous_deserialization` to `True` to enable deserialization. If you do this, make sure that you trust the source of the data. For example, if you are loading a file that you created, and no that no one else has modified the file, then this is safe to do. Do not set this to `True` if you are loading a file from an untrusted source (e.g., some random site on the internet.).
Hi Dhaval - do you think streamlit has a future potential to implement a quick dashboard app at corporate level and get rid of tedious frontend coding ?
no
I gained Thanks a lot.
Thank you 👍
Rocky boi hehe
thank you very much 😍. Can you post the slide, it's very helpful
Great video !!!
Sir too good...
Thanks a lot, Could you please create LLM builder on structured data.
Awesome bro..
This is the biggest challenge of AI - 99% of the AI TH-cam stars are inventing something which has already been solved 15 yrs back.
Thank you! I love your videos. But is this considered a project for Data Scientist? Should I write something like embedding chatbot with LLM in my CV for Data Science role?
yes this project is suitable for all of these roles: data scientist, NLP engineer, machine learning, deep leaning engineer
@@codebasics thank you sir. You are teaching me a lot. Keep on producing these videos!
sir please help me to solve this error
list index out of range
index = faiss.IndexFlatL2(len(embeddings[0])) @@codebasics
Thank you. I have a question why not use a news API to retrieve article and company topics that individual urls?
great work love all clips always but the links for this particular tutorial arent running, maybe something has happended as of time of creation
can you give some details What do you mean by link not running?
Awesome
You are awesome.
Is it possible to "replace" the urls with github repositories of code or documentation? I'd also be important to keep the source metadata just like in this urls example to understand from which document inside which repo the answer came from. Thank you very much!
we can build it together
Great helped a lot. But if i want a source link of the document which i have in my knowledge base (vector database) how would i be able to do that?
I am currently doing this project and it shows error that you exceeded your quotation limit
Is there an advanced course video for industry professionals which can teach how to build such applications for real time company use case?
Just a thought is or unniverse is quantified .
If we want to make a simulation what tokens numberwould be the max.
Hello, Thank you for the video. I have a Question. Is there a technical way to measure the validity of responses?
can we use other llms other than open ai - if so how
- also can you show how this is done on sagemaker
hi, for classification use cases do you suggest traditional (SVM, Bayes) Vs RAG /LLM approach.I am new and trying to understand the right use case and match right approach to solve,
Great Video ! Amazing explaination. I get an error related to pickle.load though. will try and find a solution
bro did u find the solution i am stuck on this part plzz help
Lets assume there is a cron job resding the urls. After a few days will the vector database has huge size? I have requirement where i want to read some documents(PDFs/docx) and get same data from each of it, answer a few questions. Do i need a vector db here? If so doesn't the size grow?
why did you not do Vector Embedding in the project? You did it in the Interstellar Text.
I am working on same project
@codebasics sir when i am running this model in my localhost after spillting step it is showing index out of range
Can you share some details about EY Techathon ? Are they hiring ? Can 1st year students apply ?