Please do more on AWS Bedrock to develop on RAG applications......your explanation is simple and effective.......stay motivated and upload more videos about LLM
Glad it helped. Sure you can find the code and complete the article on this topic in the description. In any way here is the link to the code : medium.com/@abonia/build-and-deploy-llm-application-in-aws-cca46c662749
Hi Abonia, thanks for the thorough guide, but i'm abit confused with the lambda_layer.zip file, why did you have to create it through docker? is there an easier way to provide the dependencies in a zip file without going through docker? Thanks in advance!
Hi Humayoun Khan, Yes we can but Docker facilitates the inclusion of the runtime interface client for Python, making the image compatible with AWS Lambda. Also it ensures a consistent and reproducible environment for Lambda function's dependencies. This is crucial for avoiding discrepancies between development, testing, and production environments. Hope this helps.
Hi Abonia, thanks for sharing. I am facing this error . can you please tell how to resolve it "errorMessage": "Unable to import module 'lambda_function': No module named 'langchain_community'",
Yes we can! In the below tutorial I have demonstrated how we can create and deploy lambda layer via container for larger dependencies : ua-cam.com/video/gicsb9p7uj4/v-deo.htmlsi=F_X7-6YCAb0Kz3Jc
Yes! You can try it by creating a custom lambda layer.If you face issue try to use only the required libraries and remove any unnecessary dependencies from your zip file.Hope this helps.
Please do more on AWS Bedrock to develop on RAG applications......your explanation is simple and effective.......stay motivated and upload more videos about LLM
Thanks for your kind words! Sure I will do it.
Yes same thing i want @@AboniaSojasingarayar
Here the tutorial link to Deploying a Retrieval-Augmented Generation (RAG) in AWS : ua-cam.com/video/gicsb9p7uj4/v-deo.html
Save my life to create lambda layers... I have been trying for days. TKS!
@@raulpradodantas9386 Glad to hear that! You most welcome.
Very Informative thanks for uploading
Glad it helped!
Thanks for the video. Very useful for me as I am new to AWS lambda and bedrock. Can you please upload the lambda function source code? Thanks again!
Glad it helped.
Sure you can find the code and complete the article on this topic in the description.
In any way here is the link to the code : medium.com/@abonia/build-and-deploy-llm-application-in-aws-cca46c662749
Very informative
Glad it was helpful!
Hi Abonia, thanks for the thorough guide, but i'm abit confused with the lambda_layer.zip file, why did you have to create it through docker? is there an easier way to provide the dependencies in a zip file without going through docker? Thanks in advance!
Hi Humayoun Khan, Yes we can but Docker facilitates the inclusion of the runtime interface client for Python, making the image compatible with AWS Lambda.
Also it ensures a consistent and reproducible environment for Lambda function's dependencies. This is crucial for avoiding discrepancies between development, testing, and production environments.
Hope this helps.
Hi Abonia, thanks for sharing. I am facing this error . can you please tell how to resolve it "errorMessage": "Unable to import module 'lambda_function': No module named 'langchain_community'",
Hello,
You are most welcome.
You must prepare your ZIP file with all the necessary packages. You can refer to the instructions starting at the 09:04
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Can we simply rely on open source only without using Amazon? What if it is just prototyping?
Yes, we can use open source completely.
Can we use openai and chromadb on aws??
Yes we can!
In the below tutorial I have demonstrated how we can create and deploy lambda layer via container for larger dependencies : ua-cam.com/video/gicsb9p7uj4/v-deo.htmlsi=F_X7-6YCAb0Kz3Jc
@@AboniaSojasingarayar yes but can this be done without eks or containers?
Yes! You can try it by creating a custom lambda layer.If you face issue try to use only the required libraries and remove any unnecessary dependencies from your zip file.Hope this helps.