Видео

Complete tutorial?

@Pamela - What PDF viewer did you use for this repo? Thanks

Thank you Pamela, great learning

Nice! When will this be merged into main, or is there a PR for this?

Just in time for 4o, looking forward to the merge into main. thank you!

so, azure ai search could be better then a simple postgre pgvector for RAG?

Mam, How to find the api version of Azure OpenAI of gpt-35-turbo? Can tell the steps to find it

If you want to run this tests on GH actions in headed mode (instead of default headless mode), what should be done?

Thanks for the video. I've a question, how can I configure the project to use the gpt-35-turbo-instruct model? I tried to do it but it gives me a chatCompletion error, not a valid operation.

Thanks for the video. I will try it soon. Could you do it also for this azure sample? Azure-Samples/azure-search-openai-demo-csharp. Would be great.

Hello Pamela, while searching for a pgvector tutorial, I came across your video recommendation. Typically, I rapidly scroll through content, seeking specific answers to my questions. However, your video proved so engaging that I watched it in its entirety, from start to finish. Thank you for your dedication and for creating such compelling content. Please continue to share your amazing videos!

Hey can I connect with you pamela

👌

great video! any thoughts on how we can convert the web app to an API? we would like to integrate it with other system that would feed prompt to API instead of web app. or is there a way to feed prompt to search service directly?

I've struggled to explain to folks about how vector semantic is different from text search.. finally found somone who explained this so clearly. Thanks, enjoyed this highly informative session.

Hi @PamelaFox is there a way to use this app with Azure AI api and not open AI. I do have an deployment of the Turbo GPT 3.5 and Ada002 in Azure and would like to use this with those api. Can you recommend how I can do this. This blocks me from using this app. I followed your other video on setting up the chat but it only shows Azure AI. Please recommend any alternative I only see these entries in setting for low cost Thanks for your help. . azd env set OPENAI_HOST openai azd env set OPENAI_ORGANIZATION {Your OpenAI organization} azd env set OPENAI_API_KEY {Your OpenAI API key}

Thanks a lot

Thanks for putting together this session Pamela. Very useful, indeed.

cone analogy was really good. Thanks.

When does this live stream happen... Is there fixed time ?

Great Video.. very informative. Thanks

are you going to provide the videos you talked about on Khan Academy ?

Thank you, always engaging walkthroughs

Great material, Thanks.

Quite literally my first RUclips comment, and the first channel I subscribed to in a long time. :) Thanks for the great content Pamela. Trying out Langfuse now.

hi Pamela - your videos are really helpful. :) One question perhaps not appropriate: I am trying to modify the app to create a proposal builder tool for the nonprofit i work for (rag to draw from past proposals and helps user build a new one, section by section). I'd like to create a functionality where the chatbot and context is passed along on a section by section basis for the proposal (e.g., for the intro section - there's a set interaction between user and system with context passed to the LLM- maybe bot even askes some questions to gather input and eventually draws on sources to produce an intro section for the proposal). Then i'd like to move on to building another section of a proposal (e.g., "what can we do for you") , but have the chat bot use a different prompt / instructions, sources for this part of the chat bot. Any ideas how i can do this in the simplest way? Thanks a lot and thanks for creating this. I dont know all that much about coding but learning a ton by just deconstructing this app and figuring out how it works.

These are so helpful and ahead of their time. File uploads would be helpful so +1

Really enjoyed this explanation! Everything covered to really understand what's happening behind the scenes. Thank you! :)

Any idea how we get access to GraphRAG is it GA? Should we ask our rep.

This is one of best video I have watched so far on RAG. Great explanation in simple terms and to the point. please keep making more videos.

Unfortunatelly the video title is missleading. It's not viewing from GH actions, it's viewing locally via standalone site. I'm looking the way for viewing the traces at least from withing downloaded test report byt the link. Tha would be so much more convenient. Do you maybe know the way?

24:28 Good discussion of how a comprehensive list or question across a larger corpus may not work well with traditional RAG. Good video!

Great Explanation. can you explain about ai enrichments that we can add in ai search especially reading text images from pdfs using ocr

Open ai key

Amazing . Thanks for making this valuable video

seeing this video in 2024

Thanks Pamela.

Amazing stuff. This reference RAG application code is great, thanks.

Nice session, please post more such sessions. got lot of clarity on embedding and search

Ai search + open ai seems to give different answers for same user prompts. Even the chunks returned for answering seem different based on citations even for same prompt. What causes this? Facing issues with consistency of outputs.

This is one of the best talks on applied LLMs on youtube. Thank you.

Thanks for your video. I really like the elephant.

Thank you so much! I especially appreciate the vector similarity lesson in this video. 👏

Fantastic. Great work

Fantastic

Very nice Content on the video a different approach from others. Are you open to questions at any time?

Amazing Tutorial, Thank you

very helpful thanks

Amazing tutorial

How to use local pdf parser if I am running this on GitHub codespaces?