Building a Multi-Tenant Serverless SaaS Solution
catalog.us-east-1.prod.workshops.aws/workshops/b0c6ad36-0a4b-45d8-856b-8a64f0ac76bb/en-US/lab6
Aug 22, 2023
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Should we test AWS CDK code?
victorsmirnov.blog/should-we-test-aws-cdk-code/
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Metering, metrics, and billing - SaaS Architecture Fundamentals
docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/metering-metrics-and-billing.html
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Data partitioning - SaaS Architecture Fundamentals
docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/data-partitioning.html
Aug 21, 2023
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Tenant isolation - SaaS Architecture Fundamentals
docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/tenant-isolation.html
Aug 21, 2023
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SaaS migration - SaaS Architecture Fundamentals
docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/saas-migration.html
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SaaS vs. Managed Service Provider (MSP) - SaaS Architecture Fundamentals
docs.aws.amazon.com/whitepapers/latest/saas-architecture-fundamentals/saas-vs.-managed-service-provider-msp.html
Aug 21, 2023
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Adopt a test-driven development approach - AWS Prescriptive Guidance
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Aug 21, 2023
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Chapter 9: Performance Optimization for Real-Time Inference
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Aug 19, 2023
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Building Real Time AI with AWS Fargate | Amazon Web Services
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Aug 19, 2023
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Semantic and Vector Search with OpenSearch
catalog.workshops.aws/semantic-search/en-US/module-7-retrieval-augmented-generation
Aug 19, 2023
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Amazon OpenSearch Service’s vector database capabilities explained | Amazon Web Services
aws.amazon.com/blogs/big-data/amazon-opensearch-services-vector-database-capabilities-explained/
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The role of vector datastores in generative AI applications | Amazon Web Services
aws.amazon.com/blogs/database/the-role-of-vector-datastores-in-generative-ai-applications/
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Use Docker containers to build models - Amazon SageMaker
docs.aws.amazon.com/sagemaker/latest/dg/docker-containers.html
Aug 13, 2023
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Best practices for deploying models on SageMaker Hosting Services - Amazon SageMaker
docs.aws.amazon.com/sagemaker/latest/dg/deployment-best-practices.html
Aug 13, 2023
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How to scale machine learning inference for multi-tenant SaaS use cases | Amazon Web Services
aws.amazon.com/blogs/machine-learning/how-to-scale-machine-learning-inference-for-multi-tenant-saas-use-cases/
Aug 13, 2023
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Host multiple models in one container behind one endpoint - Amazon SageMaker
docs.aws.amazon.com/sagemaker/latest/dg/multi-model-endpoints.html
Aug 13, 2023
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Using Amazon EFS for AWS Lambda in your serverless applications | Amazon Web Services
aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications/
Aug 12, 2023
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Deploying AWS Chalice application using AWS Cloud Development Kit | Amazon Web Services
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Aug 8, 2023
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AWS Gurus, Battle Tested Processes, On Your Team
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Functional Web App (FWA)
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Aug 6, 2023
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Retrieval Augmented Generation (RAG) with Pinecone and Vercel's AI SDK | Pinecone
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Jul 21, 2023
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Enhance Large Language Models Leveraging RAG and MinIO on cnvrg.io
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Jul 20, 2023
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AI/ML Best Practices During a Gold Rush
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Prompt Engineering Guide
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Jul 11, 2023
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Prompt Engineering Guide
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Retrieval Augmented Generation (RAG) – Nextra
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LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
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Jul 11, 2023
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2307.02486.pdf
arxiv.org/pdf/2307.02486.pdf
Jul 10, 2023
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How to import requirements.txt from an existing project using Poetry
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Jul 8, 2023
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Deploying with the AWS CDK — AWS Chalice
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Jul 6, 2023
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Allow using poetry as a dependency management tool as well as pip / requirements.txt (as lambdas support this in the cdk now) · Issue #1769 · aws/chalice
github.com/aws/chalice/issues/1769
Jul 6, 2023
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Frequently Asked Questions — AWS Chalice
aws.github.io/chalice/faq.html
Jul 6, 2023
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Forget LAMP Stack: LLM Stack is Here!
pub.towardsai.net/forget-lamp-stack-llm-stack-is-here-e628ae85aa3b
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The New Language Model Stack
www.sequoiacap.com/article/llm-stack-perspective/
Jul 6, 2023
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4. Serverless and Security
learning.oreilly.com/library/view/serverless-development-on/9781098141929/ch04.html
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3. Software Architecture for Building Serverless Microservices
learning.oreilly.com/library/view/serverless-development-on/9781098141929/ch03.html
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2. Enterprise Readiness for Serverless
learning.oreilly.com/library/view/serverless-development-on/9781098141929/ch02.html
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learning.oreilly.com/library/view/serverless-development-on/9781098141929/ch01.html
Jul 5, 2023
1
2306.14077.pdf
arxiv.org/pdf/2306.14077.pdf
Jun 29, 2023
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DEV Community
dev.to/ngonidzashe/chat-with-your-csv-visualize-your-data-with-langchain-and-streamlit-ej7
May 23, 2023
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