This Gen AI tutorial for beginners is sort of a mini-course on Gen AI where one can start learning the basics of Gen AI and eventually we build two projects end-to-end. The exact topics covered are described below. Project Code 1: Project Code 2: LangChain Source Code: Vector Database Article: 00:00 Overview 00:29 What is Gen AI or Generative AI? 01:23 Gen AI evolution 10:00 What is LLM (Large Language Model)? 13:55 Embeddings, Vector Database 21:24 Advanced Extraction Generation 28:16 Gen AI Tools 29:14 Langchain Basics 1:14:49 End-to-End Project 1: Equity Research Tool 2:28:25 End to End Project 2: Retail Q&A Tool Want to learn tech from me? Check…
OpenAI has stopped issuing few credits. You have two options (1) By spending less than 5$ on openai API, you can complete this project. You will learn a valuable skill by spending money that may be less than what you spend in a restaurant for a dinner. (2) Use LLama 3 etc open source model in groq.com or do the project using google gamma or palm models (the second project has relevant information on that).
To learn AI concepts in a simplified and practical manner check our course "AI for everyone": https://codebasics.io/courses/ai-for-everyone-your-first-step-towards-ai
great effort
Hi Sir, at 2:55:55 we are giving the example query to the LLM so that it can learn from those queries, but we have to change the example if we are changing the database or our database is getting updated frequently, please clear this doubt.
37:20 – I tried to follow the tutorial in google co-lab. Surprisingly the Gemini AI is trying to auto populate the same content the YouTuber was talking. Man, is YouTube video and Google Co-lab integrated on real time. I don't know how this is happening, but I am surprised and impressed
Would love for you to try out our multi-LLM copilot builder platform (currently on beta). You can build copilots and stackable multi-LLM workflows (we have both closed and open source LLMs). Thank you in advance 🙂
Mira looks like my dream girl
hii sir while trying 2nd project i got an error dont know how it is going out of range please look into it i am pasting the error below
IndexError: list index out of range
Traceback:
File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/streamlit/runtime/scriptrunner/exec_code.py", line 75, in exec_func_with_error_handling
result = func()
^^^^^^
File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/streamlit/runtime/scriptrunner/script_runner.py", line 574, in code_to_exec
exec(code, module.__dict__)
File "/Users/priyatamkumar/Desktop/Development/langchain/2_news_research_tool_project/main.py", line 45, in <module>
vectorstore_openai = FAISS.from_documents(docs, embeddings)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/langchain_core/vectorstores/base.py", line 1058, in from_documents
return cls.from_texts(texts, embedding, metadatas=metadatas, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/langchain_community/vectorstores/faiss.py", line 931, in from_texts
return cls.__from(
^^^^^^^^^^^
File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/langchain_community/vectorstores/faiss.py", line 888, in __from
index = faiss.IndexFlatL2(len(embeddings[0]))
~~~~~~~~~~^^^
please use "Claude 3.5 sonnet" model and post project like this….
Thank you ❤
how can i become a skillful programmer like you ?
I finish just only firbcleaninh
Please do DATA ANALYTICS PROJECT on 2024 cricket T20 world cup data
Dhaval sir, except for being a Dosa lover, I have nothin in common with you. THis is a great intelligently compiled video that keeps engaged, educates and makes a much values consultant after. thank you very much
Oh My God. May god bless you man and please upload such high quality videos on other topics also.
Ai, data science, python need to know
Sir which course is good to do.
Generative AI, data analytics or Data scientist
Hi, I tried UnstructuredURLLoader to load the data from urls but loader is picking up the cache info (I agree etc) because of which the number of chunks is 3 & retriever is giving answer as "Not found" in the chunks. Is there any option to bypass the cache/marketing preferences while loading the data? Thanks
1 validation error for SQLDatabaseChain
database
instance of SQLDatabase expected (type=type_error.arbitrary_type; expected_arbitrary_type=SQLDatabase)
I am getting the above error at the below line
db_chain_1 = SQLDatabaseChain.from_llm(llm_1, db_1, verbose=True)
can anyone help me with this particular error, I have tried to figure out, but was unsuccessful in figuring out. Did anybody else faced this issue and able fix it?
Please help.
please make tutorial create custom knowledge llm chatbot using langchain dan streamlit
8:04 what an example😂😂
The finest explanation of LLM I've heard so far. I appreciate all of your efforts in making these videos. I am started learning the Gen AI.
Thanks😀
For your second example, DB will change daily, some tables might change hourly and so on. in this case how it will produce the correct result. Though your content was good and explained very well
Crystal Clear. Thankyou so much 😊
Hi Dhaval. I'm getting some errors while running the input in the website. may i get some help how to resolve this?
Give this man a medal! Thank you! Very Intuitive! Fun and Clean, Crisp ! <3
Generative AI video on smartphones? Heard of the partnership between Mediatek and Kuaishou? It is going to unlock so much creative potential.
Mediatek and Kuaishou have created a new technology that lets you make videos from photos directly on your phone. Its very exciting
Can you please tell me how to get free 5 dollar from Openai
Good
Fantastic content and easy to follow. Well done!
This is the best course video I have watched on youtube on GenAI. Amazing work.
good work sir, even though my attention span is low, I was hooked to your video as I found it very interesting.
Sir, I skipped this video because openai-api is not free.
Computer Vision Series please
getting ValidationError: 1 validation error for SQLDatabaseChain in code statement db_chain = SQLDatabaseChain.from_llm(llm, db). Can you please tell me why.
very impressive, the session was long but did not get bored for a single minute 💯💯💯
Hi Dhaval,
I love how you have explained all the concepts, I have tried them on my local machine.
I got some warning messages like:
LangChainDeprecationWarning: The class `LLMChain` was deprecated in LangChain,
LangChainDeprecationWarning: The method `Chain.__call__` was deprecated in langchain 0.1.0
so please create a small video with Runnables and SequentialChain.
Thank you so much 🙏🙏
Amazing thank you so much