Langchain vs LlamaIndex vs OpenAI GPTs: Which one should you use?

[@Jaybearno]

So after several weeks of diving into Langchain, I've personally found it to be cumbersome and overly complex for simple POC's I want to build. There are many integrations, but also a huge range of features, interface/method implementations, etc. The documentation page is great, *if* you are only mimicking the exact use case in the scenario. Try doing anything else, and found that the conceptual explanations are quite weak. I understand why they implemented LCEL, however that just adds yet another layer of abstraction to what would be a simple chain of function calls (and worse because you can't easily inspect what each component is doing. Has anyone else had this experience? Should i keep grinding, or spend more time hopping to even more platforms/integrations/etc. There are so many options!

[@luissantiagolopez3863]

I found the same result. However, I'm quite noob

[@ladiflamez7415]

Hello Mauril! I'm hoping to learn how to create LLM apps from you, I have intermediate Python knowledge. Best regards sensei !

[@augmentos]

Be cool to see agent swarm vs AutoGen 2 vs Lang graph

[@maxpaynestory]

OpenAI Assitant with Retrieval doesn't give good answers. LangChain + GPT3.5 + RAG give awesone answers.

[@WhatsAI]

Indeed!

[@s-guytech9160]

That's what I am currently using, you forgot to mention OAI A + R is slower and more expensive as well.

[@mumpecydrone8788]

Thank you sooo much for this video. You have no idea how much time I saved with this

[@footube3]

Excellent overview. Thanks so much for taking the time to create this!

[@debapriyadas5422]

Thanks

[@yadav-r]

Langchain then. Thank you for sharing this.

[@shoopieable]

Can i connect either of these to a MySQL database?

[@WhatsAI]

I believe you can yes! Llamaindex has libraries to deal with sql databases :)

[@shoopieable]

@@WhatsAI that's great, going to give it a try. So my use case seems plausible right. That I could be running natural language queries on my WordPress website (powered by MySQL) . Inclusive of customer purchases and orders which are stored in that database?

[@WhatsAI]

@shoopieable definitely sounds possible yes!

[@ShantanuSingh-wc4ou]

This is a real gem. Keep working on these type of videos. Thank you.