The LangChain Cookbook - Beginner Guide To 7 Essential Concepts
Twitter: / gregkamradt
Newsletter: mail.gregkamradt.com/signup
Cookbook Part 2: • The LangChain Cookbook...
Wild Belle - Keep You: open.spotify.com/track/1eREJI...
LangChain Cookbook: github.com/gkamradt/langchain...
LangChain Conceptual Docs: docs.langchain.com/docs/categ...
Python Docs: python.langchain.com/en/latest/
JS/TS Docs: js.langchain.com/docs/
0:00 - Introduction
1:12 - Conceptual Docs
1:54 - Cookbook introduction
2:27 - What is LangChain?
5:10 - Schema (Text, Messages, Documents)
8:54 - Models (Language, Chat, Embeddings)
12:03 - Prompts (Template, Examples, Output Parse)
20:45 - Indexes (Loaders, Splitters, Retrievers, Vectorstores)
26:39 - Memory (Chat History)
28:12 - Chains (Simple, Summarize)
32:52 - Agents (Toolkits, Agents)
Music by lofigenerator.com / CC BY
Пікірлер: 438
This should be a college lecture for all CS students since 2023.
@DataIndependent
Жыл бұрын
Wow that is an awesome compliment thank you
@sahil0094
Жыл бұрын
Okay beta
@greendsnow
Жыл бұрын
there won't be a need for a CS degree by 2025... even in the data science field...
@dprggrmr
11 ай бұрын
Huh? What's college?
@aizenkai3872
3 ай бұрын
@@greendsnowvery true I didn’t get a degree and I’m working in the CS field. Not easy though
Awesome explanation. So clear! I loved that you just went step by step through the notebook.
This is exactly i wanted. Short tutorial which covers all important features of Langchain
BRAVO! Clear, concise, and to the point. Thank you.
Where has this channel been all this while? This is gold. Thanks for the great video!
It has become very difficult to keep up with the ML/DL/AI scene as of lately, so I decided to go with Lang ⛓️, and your video has been the best I've seen so far. Thank you for your effort.
Amazing job explaining the core concepts, this video + the cook book are THE fast references to understand more and memorize less and practice and develop even more. Thanks a million sir
This is a great presentation. You have a great way of teaching.
One of the best and concise summary on the core concepts of LangChain. I highly recommend it. Thank you.
I've watched 4 of your videos now, and the "set" and video quality have incrementally improved. I appreciate you putting in the effort to make your videos better. I look forward to watching and learning from your future videos!
Wow. The power and possibilities are endless! I hooked already.
This video was a really great beginner overview. Thanks a lot for putting it together. I'm looking forward to part 2.
@exoticcoder5365
Жыл бұрын
He got a whole playlist ( 16 episodes ), this one is the 3rd one, you can check it out if you haven't
Yesterday I finally had a breakthrough and am beginning to understand the things that I see and read. I just hope that I don't have to use API keys as I want EVERYTHING local until I want to access the 'net for more information. I am building a fairly comprehensive application that not only will order groceries but will also perform local actions. What a time to be alive.
Too relaxing to learn with you!! The way you communicate is very nice and clear, thank you
@DataIndependent
11 ай бұрын
Thanks for the kind comments!
amazing playlist...watching it completely for sure
Thanks a lot Greg Kamradt for this video, It made me understand very clearly LangChain's coponents.
Beautiful summary! Thanks a lot for sharing it. I'll definitely check out all the documentation but you gave us a very good overview. Thanks for the ramp up!
@DataIndependent
Жыл бұрын
Nice glad to hear it
Thank you so much for the video. It was really very helpful. You explained the concepts very well. 🙏
Greg, thanks for another great video. I've come back to this one a few times to clear my head :)
Literally amazed at how easily you went through such complex concepts. Nice and inspiring examples, good job!
Big thanks for publishing such great content.
As usual, very lucid and high quality content. I think I should embed the youtube transcripts and prompt gpt to 'explain it like data independent'. 😂
@DataIndependent
Жыл бұрын
Nice! That's fun thank you
I have started using Langchain. The video is what I need. Thank you.
Great overview Greg! Really enjoyed the examples and the way you broke down the concepts.
@DataIndependent
10 ай бұрын
Nice!! Thanks man
Your way of explaining is just flawless. Really helpful material, provided in a perfect manner. Congrats!
@DataIndependent
11 ай бұрын
Nice! Thank you and glad to hear it
Brilliant! Would love to see you do one on building a personal assistent with LangChain!
Awesome introduction about LangChain, great job!
That was a brilliant video. So well described with logical, easily understood examples. Thank you!
@DataIndependent
Жыл бұрын
Glad it was helpful!
I'm just a product manager who knows only a little bit about writing codes, but this video made it really easy to understand the high level concept and get the hang of lang chain. Big shoutout from Japan🍣
All of a sudden, I liked this course. Great content.
This is awesome !!! Please keep up ! All my support
Thank you for this concise and understandable introduction of the concepts!
@DataIndependent
Жыл бұрын
Glad it was helpful!
Greg, thanks for so generously sharing your knowledge! I like the new navy paint on the walls in your room. 👍🏻
@DataIndependent
Жыл бұрын
Thank you! it was time for an upgrade
Thanks again, Greg! This video on LangChain concepts was really helpful after watching your LangChain intro. Learning about schemas, models, prompts, etc. is giving me a much better understanding of how LangChain works. Onward to the next video in your playlist!
This is really helpful. With the order that those concepts are introduced with the great examples, I found everything in the langchain documentation become much easier to follow now. I now know what to look at for each of the ideas I have. Thank you!
@DataIndependent
Жыл бұрын
Nice! glad to hear it.
Kudos to you reffort on doing this. Very helpful. Thank you
This is super high-quality content. Well done man!
@DataIndependent
Жыл бұрын
Glad you enjoy it!
Well crafted overview with concrete examples. I'm very experienced in the field, and this taught me quite a bit.
@DataIndependent
10 ай бұрын
Great thank you George. What’re you working on or building?
thanks greg, this was very very easy to understand and insightful
High level/big picture explanations like this are very useful to some of us. Thank you
@DataIndependent
Жыл бұрын
Nice! Glad it worked out
Thanks a lot for making this! I love that you just went through the notebook, giving us clear and concise overviews of each step.
@DataIndependent
Ай бұрын
Wow this is so cool! Love the tip, I hardly get them. Thank you!
Finally found the clear and intuitive lecture on how to smart use of LLMs by langchain and other search tools. Thank you so much.
@DataIndependent
Жыл бұрын
Nice! Thank you
Insanely high quality video. Thanks so much!
@DataIndependent
Жыл бұрын
Glad you enjoyed it!
Amazing and great explanation, Ill try out the cookbook in Git. Thank you
Thank you for your work Greg! Regards from Belgium :)
Thank you for the guide cookbook! 谢谢你精彩的cookbook!
@DataIndependent
10 ай бұрын
Awesome! Glad it worked
I had zero knowledge about it and was struggle to understand it. now I have fairly good idea that Langchain is and what it can do with. thanks a lot.
Excellent video, and thank you for sharing your wisdom from your perspective, really appreciate it.
@DataIndependent
Жыл бұрын
Glad it was helpful!
I am amazed at how well you explained these concepts 🤯Keen to read your newsletters!
@DataIndependent
2 ай бұрын
Love it! Thank you!
Thank you for this video! You did an amazing job, learning from which we will also do amazing jobs!
Best video I followed all way long. Thanks Greg. This is Quality content!
@DataIndependent
Жыл бұрын
Glad you enjoyed it! What're you building
Thanks, this really helped a lot to briefly get an idea what Langchain can do👍
Thank you so much for this tutorial
This is indeed a Cookbook, very good job, eagerly waiting for the use cases video, thank you!
@DataIndependent
Жыл бұрын
Glad you liked it!
Excellent tutorial, thanks for sharing
Best langchain explanation I have seen so far. Fast paced. Brilliant.
Thank you for this really helpful tutorial! It has helped me discover many things to which I was previously unaware of. No more doing things in an amateur way haha!😄
@DataIndependent
2 ай бұрын
Nice! This notebook needs updating forsure
Useful contributions. Thanks your helping the community, Bro!
@DataIndependent
Ай бұрын
Nice! Thanks Tim
Loving the new look bro! Great upgrade and as usual great conent
@DataIndependent
Жыл бұрын
Nice! Thank you very much. It was time to take AI more seriously. I'm about to rebrand data indy to my personal brand as well.
Dude. Epic💪🏾💪🏾💪🏾💪🏾💪🏾 👏🏾thanks for this Masterclass!
Great tutorial! Thanks!
@DataIndependent
7 ай бұрын
Awesome thank you! What’re you building or working on right now?
Fantastic video. I learned a ton in 60 minutes, by watching this video Looking forward to watch the rest as well
@DataIndependent
10 ай бұрын
Nice! Glad to hear it Prasanna!
Very nice intro, thank you Greg. A good starting point to dig in deeper. Now looking forward to the second part with some use cases and then stop watching videos and get the hands on it. But rest assured, I will sure come back for more videos later. Love your work, please keep it going. Greetings and be well, sir.
@DataIndependent
5 ай бұрын
I love the support! Thank you Markus
I’m amazed how dense and well indexed this video and document is
@DataIndependent
Жыл бұрын
Nice! Thank you
Thank you, I learned so much reading your Cookbook.
@DataIndependent
3 ай бұрын
Oh heck ya! This is my 2nd tip ever. Love it. Reach out if you have any questions
What is abundantly evident is that you, @DataIndependent, are an excellent teacher🙏.
@DataIndependent
4 ай бұрын
nice! thank you Krbabu that's nice
great video! look forward to your other content on Langchain. Do you have any more video that disccus using multiple LLMs together or using huggingface transformers with Langchain?
Spectacular video. Thank you.
@DataIndependent
10 ай бұрын
Glad you enjoyed it!
You aced the topic man!. Thanks.
Fantastic presentation! This is incredibly useful. Thank you!
@DataIndependent
11 ай бұрын
Awesome! Thank you
Thank you Greg. The video was explained very well
@DataIndependent
Жыл бұрын
Glad it was helpful!
Fantastic tutorial. One of the best I found. Great job! Subscribed
@DataIndependent
Жыл бұрын
Nice! Thank you
Great coverage and explanation of Langchain Greg. Thanks for this!
@DataIndependent
10 ай бұрын
Awesome thank you! What’re you building?
Great run through. Very helpful!
@DataIndependent
Жыл бұрын
Glad to hear it!
Thank you very much! This is super helpful for a Langchain Beginner LOL. Looking forward to your use cases!
@DataIndependent
Жыл бұрын
Thanks Heqing - Working on it
This is a really concise & cool tutorial to start with langchain! Thank you.
@DataIndependent
Жыл бұрын
Glad it was helpful!
Thank you so much for making this so easy to follow and understand. As someone who has been out of the coding game for 15 years, I really struggled with some of the content from others where the assumed knowledge and terminology is so much higher. Keep up the good work :)
@DataIndependent
10 ай бұрын
Awesome! Thank you very much - what projects are you working on building?
@cadbad
10 ай бұрын
@@DataIndependent An app that helps users draft a specific type form of words. I'd like to use an agent that will follow a general process to gather information, then evaluate whether it has enough to draft the text against specific criteria, and ask for more if not. Once it thinks it has enough, it will draft the form of words. Evaluation seems tricky though!
I spent the whole day watching this series. Just as I was about to run out you post this! Haha, thanks :D
@DataIndependent
Жыл бұрын
Thanks man I'm glad to hear it.
You are a great teacher!
highly appreciate your work 💖
@DataIndependent
4 ай бұрын
Awesome thank you
Thanks for sharing this amazing content with us!
@DataIndependent
Жыл бұрын
You bet! Glad you liked it
Thoroughly enjoyed this! Thank You so much :)
Excellent instruction! You've made what could be a complex topic, very simple. Hope you can do a video on embedding and the various use cases. Thank you for the excellent presentation in this video.
@DataIndependent
10 ай бұрын
Awesome thank you! For embeddings, what is the real world use case you want to explore more?
In just a few minutes, I became a really big fan! Thank you for your videos!
@DataIndependent
6 ай бұрын
Nice! Thank you Gabriel
Great presentation
The best explanation I have found on KZread , thank you!
@DataIndependent
9 ай бұрын
Awesome thanks Hoyin - what're you working on?
@hoyinleunghk
9 ай бұрын
@@DataIndependent Hi Greg, I'm a web developer. Recently I tried openai's whisper to do subtitles and I'm amazed by its accuracy. I've also been curious about what Langchain is and how it can used. you offered a great explanation. 🙏
Super helpful overview! Thanks
@DataIndependent
Жыл бұрын
Glad it was helpful!
great presentation
Great to revisit
@DataIndependent
7 ай бұрын
Thank you
Thank your for this video!
this video is pure gold, thank you
@DataIndependent
Жыл бұрын
Glad you enjoyed it!
Amazing, thank you
Great video! Thank you! 👏👏👏
this is awesome. as someone who fails with some silly error everytime they try coding, this is the first time i've been able to fluently follow through a tutorial without hiccups. big kudos to you and great work with your explanations. excited to work through your series
@MMABeijing
8 ай бұрын
You used the colab notebook to follow the code?
Thank you very much
Super interesting and thorough - thanks!
@DataIndependent
Жыл бұрын
Nice! Thank you
Thank you for this, just what I needed.
@DataIndependent
Жыл бұрын
Glad it was helpful!
thanks for the content brow it helps a lot
@DataIndependent
3 ай бұрын
Thanks brow
Great job!
Yes! Only tutorial that makes any sense. Great job thank you!!
@DataIndependent
3 ай бұрын
Awesome! Thanks Mel!