The LangChain Cookbook - Beginner Guide To 7 Essential Concepts

[@AlgorithmicEchoes]

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]

Nice! That's fun thank you

[@AhmedBesbes]

Literally amazed at how easily you went through such complex concepts. Nice and inspiring examples, good job!

[@bhagirathsinhparmar2902]

I can't appreciate this video or this playlist more. This work is a masterpiece. Thank you!!

[@YotamAvraham]

This is super high-quality content. Well done man!

[@DataIndependent]

Glad you enjoy it!

[@krbabu]

What is abundantly evident is that you, @DataIndependent, are an excellent teacher🙏.

[@DataIndependent]

nice! thank you Krbabu that's nice

[@Dr_Tripper]

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.

[@yallaskate]

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]

You used the colab notebook to follow the code?

[@marclaygeorges2786]

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]

Wow this is so cool! Love the tip, I hardly get them. Thank you!

[@jasonvongsay2620]

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!

[@alessandrorossi1294]

I’m amazed how dense and well indexed this video and document is

[@DataIndependent]

Nice! Thank you

[@nattapongthanngam7216]

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!

[@prabhsingh1882]

I am amazed at how well you explained these concepts 🤯Keen to read your newsletters!

[@DataIndependent]

Love it! Thank you!

[@robmonkriedlinger]

Thank you - I am a development editor, and I built a little tool to help ask questions of the first draft text I am sent from what I learnt from you.

[@DataIndependent]

Nice!

[@avg_ape]

Hello Rob. Do you have a demo reel of your project?

[@xiaolianyuan6660]

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]

Nice! Thank you

[@NashatJumaah]

With this attitude your channel will be a start in the upcoming months/years.Keep up the great work..

[@DataIndependent]

Nice thank you!

[@gabrielvalentim197]

In just a few minutes, I became a really big fan! Thank you for your videos!

[@DataIndependent]

Nice! Thank you Gabriel

[@alainherreman3685]

Thank you, I learned so much reading your Cookbook.

[@DataIndependent]

Oh heck ya! This is my 2nd tip ever. Love it. Reach out if you have any questions

[@021Jay123]

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.

[@micbab-vg2mu]

I have started using Langchain. The video is what I need. Thank you.

[@joaquinbembhy3446]

Your way of explaining is just flawless. Really helpful material, provided in a perfect manner. Congrats!

[@DataIndependent]

Nice! Thank you and glad to hear it

[@armankarambakhsh9863]

Dude finding this video was one of the best things that happened to me in life

[@armankarambakhsh9863]

I guess we can run it through your cookbook too right? If yes, how would integrating it into my website work? Can we also copy it's code exactly for our initial templates?

[@alexandermedina4950]

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.

[@Scooterboy_and_others109]

Fantastic video. I learned a ton in 60 minutes, by watching this video Looking forward to watch the rest as well

[@DataIndependent]

Nice! Glad to hear it Prasanna!

[@umeshkumarasamy6608]

You Good sir are not a Guy who talks the talk. I learnt more about Langchain from you in this half hour than anybody else I have listened to on the last 3months. The veritable quarter to be exact. You are a Guy who walks the walk 🫡

[@rocio6454]

I will write the comment on this video but thanks too much for ALL the videos, code and your explanations. Keep going please, you have talent for this! waiting for new lessons sir!

[@DataIndependent]

Awesome, thanks you Rocio

[@meldeweese]

Yes! Only tutorial that makes any sense. Great job thank you!!

[@DataIndependent]

Awesome! Thanks Mel!

[@dennisnichols1374]

Awesome explanation. So clear! I loved that you just went step by step through the notebook.

[@sayoojvalsan4879]

Best video I followed all way long. Thanks Greg. This is Quality content!

[@DataIndependent]

Glad you enjoyed it! What're you building

[@paraconscious790]

This is indeed a Cookbook, very good job, eagerly waiting for the use cases video, thank you!

[@DataIndependent]

Glad you liked it!

[@hoyinleunghk]

The best explanation I have found on KZbin , thank you!

[@DataIndependent]

Awesome thanks Hoyin - what're you working on?

[@hoyinleunghk]

​@@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. 🙏

[@MarkusEicher70]

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]

I love the support! Thank you Markus

[@AnnetteThompson]

Greg, thanks for so generously sharing your knowledge! I like the new navy paint on the walls in your room. 👍🏻

[@DataIndependent]

Thank you! it was time for an upgrade

[@chrisharris6570]

That was a brilliant video. So well described with logical, easily understood examples. Thank you!

[@DataIndependent]

Glad it was helpful!

[@TinyMagiq]

Kudos to you reffort on doing this. Very helpful. Thank you

[@leestapleton141]

Good stuff. Even as a developer the concepts of AI are some completely new so thanks for breaking the concepts down into simple language

[@eddiepixel]

Too relaxing to learn with you!! The way you communicate is very nice and clear, thank you

[@DataIndependent]

Thanks for the kind comments!

[@TadjouLionelIT]

Thanks a lot Greg Kamradt for this video, It made me understand very clearly LangChain's coponents.

[@mushinart]

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

[@wumbo2421]

You are a great teacher!

[@吴逸潇]

Great, correct, incisive, ultimate pragmatic video explanation, completely zero-based social science students eager to listen

[@DataIndependent]

Nice! Thanks

[@jaideep_yes]

You aced the topic man!. Thanks.

[@qiqqaqwerty1713]

Excellent video content, thank you very much!

[@DataIndependent]

Thanks Qwerty

[@qiqqaqwerty1713]

@@DataIndependent No worries, cheers!

[@therealjimmycooper]

Spectacular video. Thank you.

[@DataIndependent]

Glad you enjoyed it!

[@nh_ws]

All of a sudden, I liked this course. Great content.

[@averaguilar]

U just blew my mind!!!, jumping into your langchaing guided tour to figure out ways to tame OpenAI 💥

[@DataIndependent]

Nice! Thank you

[@BREAKDRS]

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]

Nice! glad to hear it.

[@we-hate-copy-pasting]

I spent the whole day watching this series. Just as I was about to run out you post this! Haha, thanks :D

[@DataIndependent]

Thanks man I'm glad to hear it.

[@RyanBrown-d7w]

Very impressive communication skills!

[@brijeshjaggi4579]

thanks greg, this was very very easy to understand and insightful

[@wg5920]

Amazing video and 99% of it is still holding up despite OpenAI and LangChain APis evolution

[@DataIndependent]

nice! Yes that is good - it's due for an update

[@faustoalbers6314]

Brilliant! Would love to see you do one on building a personal assistent with LangChain!

[@hiranga]

Dude. Epic💪🏾💪🏾💪🏾💪🏾💪🏾 👏🏾thanks for this Masterclass!

[@dankprole7884]

These videos are great, thank you!

[@Ytsubray73]

Great coverage and explanation of Langchain Greg. Thanks for this!

[@DataIndependent]

Awesome thank you! What’re you building?

[@saadati]

What an amazing video to walk you through the concepts, as well as practical examples. I recommended my friend to watch it too. 😊

[@DataIndependent]

Thank you! I’m going to be doing an update soon. Too much code is out of date.

[@chintan357]

highly appreciate your work 💖

[@DataIndependent]

Awesome thank you

[@陆恒-g9e]

Thank you for the guide cookbook! 谢谢你精彩的cookbook！

[@DataIndependent]

Awesome! Glad it worked

[@thatsmekb]

Great overview Greg! Really enjoyed the examples and the way you broke down the concepts.

[@DataIndependent]

Nice!! Thanks man

[@RunyCalmera]

Another use case Greg: Imagine I create Wordpress review sites where I review Amazon products. And ai want to review a product category like digital cameras based on the review of the existing cameras. What ai want to langchain to help me review the top 7 cameras, puth the pros and cons of the top 7 cameras and write a review for each camera. The inputs are: product name, amazon link, and I can get the reviews for this product. So I’m thinking about a template like: You are a reviewer of cameras. You found 7 cameras. And you got alle reviews of these cameras. Write an article and give product description, the pros and cons and list the products from 1 to7 based on the reviews.

[@cadbad]

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]

Awesome! Thank you very much - what projects are you working on building?

[@cadbad]

@@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!

[@Geordie504]

Well crafted overview with concrete examples. I'm very experienced in the field, and this taught me quite a bit.

[@DataIndependent]

Great thank you George. What’re you working on or building?

[@DanielChen90]

Loving the new look bro! Great upgrade and as usual great conent

[@DataIndependent]

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.

[@josephpareti9156]

great presentation

[@Vinato2000]

Awesome introduction about LangChain, great job!

[@jpm9rk]

Insanely high quality video. Thanks so much!

[@DataIndependent]

Glad you enjoyed it!

[@TroyShields]

BRAVO! Clear, concise, and to the point. Thank you.

[@wotw_coza]

If I may make a suggestion, for complete noobs tell them how to or where they can get info on how to run the Python Notebook, that took me a while to figure out, the rest of your stuff was spot on, well done!

[@echofloripa]

I know it was just an example of chain, but if we are already using (and spending on) openai gpt, at least on this specific example, we could just have the prompt straight to the full question, which gives the correct answer.

[@brandolosaria9611]

Amazing and great explanation, Ill try out the cookbook in Git. Thank you

[@piyushlavaniya3508]

that was helpful to gain some nice insights on how to use langchain

[@DataIndependent]

Awesome, thanks Piyush - what're you working on?

[@dontwasteachance]

This is a great presentation. You have a great way of teaching.

[@MrGarg10may]

Nice, was so hard to go over the documentation and understand these.

[@DataIndependent]

Nice! Thank's Mr. Garg

[@ajith007-ytb]

Thank you so much for the video. It was really very helpful. You explained the concepts very well. 🙏

[@xp3ll3d]

This video was a really great beginner overview. Thanks a lot for putting it together. I'm looking forward to part 2.

[@exoticcoder5365]

He got a whole playlist ( 16 episodes ), this one is the 3rd one, you can check it out if you haven't

[@GullyAPCBurns]

Fantastic presentation! This is incredibly useful. Thank you!

[@DataIndependent]

Awesome! Thank you

[@sid20-24]

Thanks for amazing video

[@michaelanderson3172]

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]

Awesome thank you! For embeddings, what is the real world use case you want to explore more?

[@t_o_ny]

Absolutely awesome content.

[@DataIndependent]

Awesome thank you!

[@ShotterManable]

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]

Nice glad to hear it

[@waeldimassi3355]

This is awesome !!! Please keep up ! All my support

[@omenquentama6453]

Big thanks for publishing such great content.

[@nexon7]

Thank you for this concise and understandable introduction of the concepts!

[@DataIndependent]

Glad it was helpful!

[@christiancarpinelli]

Hi Greg, your content is some of the best around the LangChain library, and I believe you’ll grow a lot in the coming months in the YT tech space. I’ve been studying a lot of this new tools in the past month or so, and experimented with a lot of small exercises. Now I’m really putting it all into test in the real world were I’m trying to create something and I would like to have your feedback on this. I'm building a chatbot that helps my users to get informations about a functionality and execute some actions via API... I was thinking to have the GPT-3.5-turbo ChatAPI as "orchestrator", and if the user wants to get informations redirect the request to a query on a vector DB for getting useful chunks of info and feed those to GPT-4 and get an appropriate response to the user question, and if instead the user wants to execute an action, redirect the request to GPT-4 and the LangChain OpenAPI Agent to execute it and return the result to the user. What do you think about this approach? Any suggestions?

[@SpencerYonce]

I’ve been doing a similar approach in some smaller projects myself recently. I would definitely recommend trying implementing it yourself first before using langchain to see if you really need it. I made my own chatbot and agent classes that essentially do the same, but much less code. Awesome idea though!

[@DataIndependent]

Hey! Just seeing this now - comments got crazy for a while. I would check out LangChain's new conversational retrieval agent which should help blog.langchain.dev/conversational-retrieval-agents/ python.langchain.com/docs/use_cases/question_answering/how_to/conversational_retrieval_agents

[@outof.thehouse]

Thoroughly enjoyed this! Thank You so much :)

[@TPAKTOPsp]

Thanks for great overview. Even as a dev myself I find the docs are dooing a poor job of explaining what is for what and why. You did incredible job at this. Thanks!

[@waldon4369]

This video is very helpful for me , THX

[@DataIndependent]

Nice! Glad to hear it

[@terryhenyo9216]

You explain stuff very well and your voice is quite pleasant. Investing in learning LangChain right now seems to be a wise move for many. It may become something like Docker or Ansible for AI in the future.

[@DataIndependent]

Thank you Terry. Yes, learning the frameworks that are being put on top of LLMs will be a good investment.

[@samyeung122]

Great tutorial! Thanks!

[@DataIndependent]

Awesome thank you! What’re you building or working on right now?

[@HombresTopG-bf9se]

Thank your for this video!

[@caiyu538]

Great to revisit

[@DataIndependent]

Thank you

[@more-reese]

Super helpful, thank you!

[@DataIndependent]

Nice!! Glad to hear it - what’re you building?

[@oshodikolapo2159]

Thank you for this, just what I needed.

[@DataIndependent]

Glad it was helpful!

[@chenqu773]

This is a really concise & cool tutorial to start with langchain! Thank you.

[@DataIndependent]

Glad it was helpful!

[@filippocorsini3465]

this video is pure gold, thank you

[@DataIndependent]

Glad you enjoyed it!

[@tonyhhq]

Thank you very much! This is super helpful for a Langchain Beginner LOL. Looking forward to your use cases!

[@DataIndependent]

Thanks Heqing - Working on it

[@user-ky4jd8cm2o]

This should be a college lecture for all CS students since 2023.

[@DataIndependent]

Wow that is an awesome compliment thank you

[@sahil0094]

Okay beta

[@greendsnow]

there won't be a need for a CS degree by 2025... even in the data science field...

[@dprggrmr]

Huh? What's college?

[@aizenkai3872]

@@greendsnowvery true I didn’t get a degree and I’m working in the CS field. Not easy though

[@barryc3907]

Super interesting and thorough - thanks!

[@DataIndependent]

Nice! Thank you

[@theunconventionalenglishman]

Excellent, clear video, inspired me to check out more of your content - cheers! On an aside, anyone ever mentioned that you kinda look like Dennis from Always Sunny? 😅

[@theeFaris]

Extremely concise and no hype and straigh to the point. I LOVE IT!

[@zionc4005]

this some lean shit. Hella thanks man. This is great!