This was incredibly helpful. It helped me solve an issue I've been working on for a while now. Thanks a lot, looking forward to more content from you :)

John, very cool! Thank you

Great vid John. I already have an idea for my side project. Your videos are very helpful.

This was very informative, thanks again John

Nice

Amazing 🎉, I will give it a try on NSO over the weekend

Brilliant

Every time I try to do something, it tells me I don't have enough video memory. I'm on a Framework Laptop 16 with a Ryzen 9 and the RX7700S GPU.

Good stuff, John. Got it up and running in a few minutes.

Thanks so much for making this video! I have been starting to explore the AI landscape myself and this made me so excited about future possibilities of AI agents

Thank you for sharing your work with us. You got me hooked into AI with your ReFT video. Now Agentic AI... I like it.

I love it! Thanks John! Practical application relative to network engineers!

Dude, it is not free by any measure! The number of calls it makes to the OpenAI service for generating graph means costs quickly mount. It is misleading to call this free for anything but toy problems. There is currently no way to get this to work fully replacing OpenAI models with local and open-source models. Please avoid misleading language in otherwise good video.

Can you please share the GitHub repo URL, where this code is hosted ? I want to try it as I have a Cisco NSO installed in Ubuntu Guest VM.

Super interesting topic, beautifully delivered. Thanks for taking the time to go through it and sharing your expertise!

Great video John! just here to show some support!

Great video! Thanks for sharing. Could you please share some models that can be used to generate images for commercial use.

Congrats on your new

Fantastic, I am very excited about the human growth AI represents. You slay the topic my friend, this is very understandable and to the point!

23:09 You can take the man out of Cisco but not the Cisco out of the man. Thanks for the up.

Thanks for the amazing content. How do we add an eval_dataset to the trainer, so we can get an idea of the validation loss aswell. Hope you can help me out here.

Thanks John!, voice is choppy but we can follow you!🙂

I have a php code project. How can I use graphRag for asking code questions and make documentation out of it.

The ai that can generator for long video or short video locally..?

I'm a newbie. My question: is Retrieval done by LLM ? I thought its done by langchain

where's the rest?

I subscribed! Thanks for putting out so much good information John!

I get that "not a valid tool error alot when running CrewAI agents.

Hi John - I am a network engineer trying to get into AI for network automation. Where do I start please? Do you have an introductory article or youtube video please?

That is sooo awesome. I gonna try it with Gemma. I tried self rag once using langgraph and local model but it fail though

Any thoughts, on RAGGraph vs RAPTOR? Using qdrant db as private db?

what is the issue here "Error during GraphRAG setup: Command 'python -m graphrag.index --root ./ragtest' returned non-zero exit status 1.."

If you index different documents at different point of time. We end up with multiple artifacts in the output folder. How should one do a search over all outputs. Like a production level application

I just wonder if it is possible to use local embeddings running on a separate machine? By the way, it took you one hour to 'graph' your txt file on 4090, what do you think it might take on h100?

Did you override the default entity_types to extract entities specific to your domain? there are default entity_types ( [organization,person,geo,event]) defined in settings.yaml....

Wow this is very cool!!!!! Thanks for that.

Hi there, how about doing a video on xRAG it is using a compression of embeddings, would really be helpful if you can explain of its workings. Thnx in advance

Cool

Great idea. Yet I have to ask if it is possible to replace this online wanDB with something local?

Good Job

At the start - for simple RAG You mentioned that LLM is involved in retrieval process , is that a correct statement?

This is so fucking cursed

Is that AI powered?

First

😧

Nice stuff John!

Awesome work, thanks for sharing!

Thank you, grandpa!

The audio is cutting out a lot. Is it just me?

i will love to collaborate with you and help/assist you in any way possible. thank you for the great video. already starred your repo