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🆕 Bedrock Agents and Knowledge bases from a developer perspective with Demo! 

FooBar Serverless
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In this video, I want to show you how to create a simple Bedrock agent, using a Bedrock Knowledge Base and a Lambda function. You will learn what agents and knowledge bases are and how to get started with them.
Get the code: github.com/mavi888/bedrock-ag...
Launch blog post for Knowledge bases: aws.amazon.com/blogs/aws/know...
Launch blog post for Bedrock Agents: aws.amazon.com/blogs/aws/agen...
Latitude and longitude information: simplemaps.com/data/world-cities
Open weather API: home.openweathermap.org/
Bedrock Agents action groups for Lambda: docs.aws.amazon.com/bedrock/l...
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10 янв 2024

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Комментарии : 22   
@merebhayl5826
@merebhayl5826 13 дней назад
Lovely! The best video on Bedrock for new people I encountered. Thank you!
@elenaromanova2841
@elenaromanova2841 5 месяцев назад
Great explanation! Thank you!
@fabiengaubert8771
@fabiengaubert8771 3 месяца назад
Thanks for this wonderful explaination
@hafc86
@hafc86 5 месяцев назад
Amazing video! Can you please show more about knowledge bases and agents, how to keep the knowledge base updated when information is constantly changing in a database.
@foobar_codes
@foobar_codes 5 месяцев назад
Noted 🔥
@mrtomcat91604
@mrtomcat91604 2 месяца назад
Great overview as usual, Thank you! Please create a video on how to deploy these via SAM
@foobar_codes
@foobar_codes 2 месяца назад
Noted
@jasonsalcido108
@jasonsalcido108 5 месяцев назад
Great video! Thank you! 😁
@foobar_codes
@foobar_codes 5 месяцев назад
Glad you liked it!
@skinwalker_
@skinwalker_ 4 месяца назад
That was brilliant and helped me so much! A big thank you...
@foobar_codes
@foobar_codes 4 месяца назад
Glad it helped!
@CabbageYe
@CabbageYe 2 месяца назад
Thanks for the explanation 🙏
@foobar_codes
@foobar_codes 2 месяца назад
Glad it was helpful!
@AnaPerez-lw5ke
@AnaPerez-lw5ke Месяц назад
Very helpful, thanks! However, I have a little question... In the last part of the video you say that it is possible to overide de prompt with the decisions and actions the agent is taken. What it is that for? Maybe is it possible to do reinforcement learning of the model that way, by modifying this trace?
@joshthornes7166
@joshthornes7166 5 месяцев назад
great video. can you have next the video on the client side using this like you talked about in the end of your video
@foobar_codes
@foobar_codes 5 месяцев назад
Noted.
@SivaChidambaram15
@SivaChidambaram15 4 месяца назад
How can I deploy it in my website?
@josemaxbarrios3872
@josemaxbarrios3872 Месяц назад
Hello What about the pricing of Knowledge Base?
@user-ct3jw5vj1h
@user-ct3jw5vj1h 5 месяцев назад
Your CSV data source rows have city names followed by latitude & longitude in different spreadsheet columns. Question: HOW does the model know it was a CSV file and HOW did you teach (or WHAT taught) the model where the lat+lon values for a city were? IOW: WHAT part of AWS understands that the imported S3 object to be a CSV file that further understands some relation of the spreadsheet's city column and the spherical point mapping columns? Is this accomplished by first row titles on this spreadsheet ?
@user-ct3jw5vj1h
@user-ct3jw5vj1h 4 месяца назад
More Debugging: THIS DEMO DOES NOT WORK on my Bedrock when testing the knowledge base (encoded with Titan text v2 - just like she did) consisting of the same exact worldcities.csv spreadsheet and choosing Anthropic for the model - just like she did. It is NOT finding a lot of the cities in the spreadsheet. Furthermore, the worldcities.csv has lat/long for Montevideo as -34.8836 / -56.1819 , not -34.7667 / -56.3806, which is actually Ciudad del Plata in Uruguay. Since the temperature and Top-P / Top-K can't be adjusted for testing , I'm not sure if it's a small hallucination or just WRONG.
@channel_panel193
@channel_panel193 3 месяца назад
i hate AWS Lex. It's horrible
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