DSPy: MOST Advanced AI RAG Framework with Auto Reasoning and Prompting

[@sethjchandler]

This is very similar to other Dspy videos. I have yet to see it tested on non-canned examples. The video is perfectly fine but I would like to see more independent evaluation.

[@EnricoGolfettoMasella]

Thanks for the content. It would be great to see more and more the use of open source models like Llama3, they have quality enough now to handle those tasks and we do not need to sell our souls to anyone

[@sanoussabarry4218]

simple , clear explantions , Good job Mr Mervin

[@JuanOlCr]

Thank you for another great video. How do we use it with our own documents? Which are the Vector DBs options? Can we use it with local LLMs (i.e. Ollama, LM Studio)?

[@institutetoindustry9040]

ChromaDB retriever you can use

[@johngoad]

You are Amazing! I have learned more form you than I can say. Thank you for always providing the code.. I break your code examples over and over again and truly learn by getting my hands dirty trying to modify for a current need or just to grasp a concept. I refer back to all of it frequently. Thank you so much!

[@manojr8375]

Very happy to see a long video!

[@MikewasG]

Your videos are of great help to me! Thank you so much! Looking forward to your other videos.

[@deekshitht786]

Your content is truly next-level ♥

[@MrBiscuit696]

Your KZbin channel is one of the absolute best I am following. You deserve to have soooo many more sub's than you currently have. It won't be long until we get to see that gold KZbin plaque on the wall behind you ❤ Keep it up!! You are changing life's with your channel. Thank you ❤️

[@ArgiSanchez]

Hi Mervin, you are one the best professors, your explanations made more easy the complicated things. What do you think about weaviate or pgvecto rs for hybrid search on RAG app? Can you do an introduction to that? please ...

[@kashyapmanani1624]

This video is really helpful to improve and great video. But I would like to suggest that can you please smaller the circle. Some times we can not see screen content properly. If possible then please circle smaller that audience get better content visibility. Thank you for sharing. Please share AI Tech videos and help us to learn Sir.

[@rastinder]

what do u recommend where i can talk to a repo?

[@SolidBuildersInc]

Great discovery and presentation. How can this be used with praisonai ? Is that a deprecated idea or will this be incorporated into it ?

[@MeinDeutschkurs]

Mind blowing! Great!

[@giuseppezani9049]

can you make some groq example using DSPy. I've followed some example but it doesn't seem to work. Should i simply use it as openai with .env file?

[@edoh6381]

Do you have any playlist to learn concepts before this? I don't understand this code, I need more context

[@erikthegrey]

This plus Autogen to fire off multiple, context explicit, complicated pipelines. Lots of ideas..

[@Hypevine]

How to do it with langchain

[@cloudshoring]

You should do a 'tour' of dspy only then, its capabilities can be related to RAG and other things

[@SreeKrishnaDeva]

Thanks a lot this is very informative.

[@nayiii8701]

sir how i can use it for open source llms model like gemini

[@Shubham-p1o]

Can i use gemini instead of openai for building rag based chatbot in the above case

[@enriquebruzual1702]

This is really interesting, I will try to implement it 100% locally. can you please modify your talking head, it gets in the way of the code. Thank you.

[@ctoxyz]

im consuming your #vids - nice work bro

[@sunnyahmed5935]

is learning code worth in AI era ?

[@OumarDicko-c5i]

Nice

[@edmald1978]

How to use this with my own documents? all tutorials use thus colBERTv2.

[@PoGGiE06]

Thanks Mervin. Can you avoid using openai keys? I want to use llama3 or other models, not support openai’s attempts to lock us into their (paid) ecosystem.

[@yoyartube]

Whatever you do it seems you need curated data (q and a) so that you have something to evaluate against.

[@SilverCord007]

Great Stuff! Reminds me of adding new layers to a model, I will try this with llama3.

[@sircaju]

Way to go Mervin, now we are cooking.... very nice.

[@user-fp6ru7ol6z]

does the Dataset should be in an particular structrure !!! ? , i was checking wheather it can be implemented on LogAnomaly

[@farazfitness]

Can I use llama 3 instead of gpt 3.5 turbo??

[@bijucyborg]

Well presented. What does the Baleen score actually mean?? If I were to create a RAG application and provide the user a Baleen score for each answer I output, what would 58 mean for them??

[@zmeireles68]

Thank you so much for the content. It seems very impressive. I still need to see the papers for deep insight but I wonder how this could integrate with agents using crewai or langgraph.

[@geekyprogrammer4831]

You explained it nicely but your circle is blocking the text my friend.

[@YannochFPV]

Nice !

[@akintoyeonikoyi4361]

Is this similar to crew ai