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Vector search, RAG, and Azure AI search 

Pamela Fox
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I recorded myself giving the talk I gave at the SF AI tour.
Slides:
speakerdeck.co...
Demos:
github.com/pam...
pamelafox.gith...
github.com/Azu...

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29 сен 2024

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Комментарии : 26   
@jimbocho660
@jimbocho660 7 месяцев назад
This is one of the best talks on applied LLMs on youtube. Thank you.
@bugexploit
@bugexploit 7 месяцев назад
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.
@st-tube
@st-tube 7 месяцев назад
Fantastic. Great work
@nalinrajsubramanian744
@nalinrajsubramanian744 7 месяцев назад
Great Explanation. can you explain about ai enrichments that we can add in ai search especially reading text images from pdfs using ocr
@DerekGomez-n1w
@DerekGomez-n1w Месяц назад
Awesome video, thank you, Pamela!
@InternationalIndianIcon
@InternationalIndianIcon 7 месяцев назад
Nice session, please post more such sessions. got lot of clarity on embedding and search
@joshuacunningham7912
@joshuacunningham7912 7 месяцев назад
Thank you so much! I especially appreciate the vector similarity lesson in this video. 👏
@SurajKumar-uf6it
@SurajKumar-uf6it 4 месяца назад
Mam, How to find the api version of Azure OpenAI of gpt-35-turbo? Can tell the steps to find it
@jt8251
@jt8251 4 месяца назад
I've become a huge fan of RAG, especially Microsoft's implementation via Copilot and Azure AI Studio.
@matteopulega560
@matteopulega560 4 месяца назад
so, azure ai search could be better then a simple postgre pgvector for RAG?
@theindynomad
@theindynomad 5 месяцев назад
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.
@meenan4243
@meenan4243 7 месяцев назад
Amazing Tutorial, Thank you
@anagocevska
@anagocevska 7 месяцев назад
Really enjoyed this explanation! Everything covered to really understand what's happening behind the scenes. Thank you! :)
@HazemAzim
@HazemAzim 3 месяца назад
Very Informative and insightful .. Thanks a lot
@ChalkToday
@ChalkToday 7 месяцев назад
Very nice Content on the video a different approach from others. Are you open to questions at any time?
@19729022
@19729022 Месяц назад
Excellent Wisdom! Much apprciated
@Southpaw101
@Southpaw101 5 месяцев назад
Great Video.. very informative. Thanks
@ankitnarula6134
@ankitnarula6134 7 месяцев назад
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.
@PamelaFox
@PamelaFox 7 месяцев назад
I've written up a guide to debugging answer variance here: github.com/Azure-Samples/azure-search-openai-demo/blob/main/docs/customization.md#improving-answer-quality ...that's specific to that repo but is also a general approach for other RAG apps. Does that help?
@lovekesh88
@lovekesh88 5 месяцев назад
cone analogy was really good. Thanks.
@chinny4953
@chinny4953 3 месяца назад
Excellent session, thanks.
@mohamedmaf
@mohamedmaf 5 месяцев назад
Thanks a lot
@juanok2775
@juanok2775 7 месяцев назад
very helpful thanks
@mr.daniish
@mr.daniish 7 месяцев назад
Amazing tutorial
@gangs0846
@gangs0846 7 месяцев назад
Fantastic
@Willisboyz192
@Willisboyz192 7 месяцев назад
Very helpful
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