Chapter 9: Performance Optimization for Real-Time Inference
learning.oreilly.com/library/view/applied-machine-learning/9781803237015/B18493_09.xhtml
Aug 19, 2023
2
Building Real Time AI with AWS Fargate | Amazon Web Services
aws.amazon.com/blogs/architecture/building-real-time-ai-with-aws-fargate/
Aug 19, 2023
1
Semantic and Vector Search with OpenSearch
catalog.workshops.aws/semantic-search/en-US/module-7-retrieval-augmented-generation
Aug 19, 2023
1
Amazon OpenSearch Service’s vector database capabilities explained | Amazon Web Services
aws.amazon.com/blogs/big-data/amazon-opensearch-services-vector-database-capabilities-explained/
Aug 16, 2023
11
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/
Aug 16, 2023
6
Use Docker containers to build models - Amazon SageMaker
docs.aws.amazon.com/sagemaker/latest/dg/docker-containers.html
Aug 13, 2023
1
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
1
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
1
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
5
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
8
Deploying AWS Chalice application using AWS Cloud Development Kit | Amazon Web Services
aws.amazon.com/blogs/developer/deploying-aws-chalice-application-using-aws-cloud-development-kit/
Aug 8, 2023
4
AWS Gurus, Battle Tested Processes, On Your Team
www.trek10.com/blog/cost-optimization-vpc
Aug 7, 2023
3
Functional Web App (FWA)
fwa.dev/before-and-after
Aug 6, 2023
3
Retrieval Augmented Generation (RAG) with Pinecone and Vercel's AI SDK | Pinecone
www.pinecone.io/learn/context-aware-chatbot-with-vercel-ai-sdk/
Jul 21, 2023
1
Enhance Large Language Models Leveraging RAG and MinIO on cnvrg.io
blog.min.io/enhance-large-language-models-leveraging-rag-and-minio-on-cnvrg-io/
Jul 20, 2023
3
AI/ML Best Practices During a Gold Rush
thenewstack.io/ai-ml-best-practices-during-a-gold-rush/
Jul 20, 2023
71
Prompt Engineering Guide
www.promptingguide.ai/techniques/zeroshot
Jul 11, 2023
2
Prompt Engineering Guide
www.promptingguide.ai/introduction/settings
Jul 11, 2023
2
Retrieval Augmented Generation (RAG) – Nextra
www.promptingguide.ai/techniques/rag
Jul 11, 2023
1
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
arxiv.org/abs/2304.11477
Jul 11, 2023
1
2307.02486.pdf
arxiv.org/pdf/2307.02486.pdf
Jul 10, 2023
2
How to import requirements.txt from an existing project using Poetry
stackoverflow.com/questions/62764148/how-to-import-requirements-txt-from-an-existing-project-using-poetry
Jul 8, 2023
2
Deploying with the AWS CDK — AWS Chalice
aws.github.io/chalice/tutorials/cdk.html
Jul 6, 2023
4
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
1
Frequently Asked Questions — AWS Chalice
aws.github.io/chalice/faq.html
Jul 6, 2023
1
Forget LAMP Stack: LLM Stack is Here!
pub.towardsai.net/forget-lamp-stack-llm-stack-is-here-e628ae85aa3b
Jul 6, 2023
1
The New Language Model Stack
www.sequoiacap.com/article/llm-stack-perspective/
Jul 6, 2023
2
4. Serverless and Security
learning.oreilly.com/library/view/serverless-development-on/9781098141929/ch04.html
Jul 6, 2023
1
3. Software Architecture for Building Serverless Microservices
learning.oreilly.com/library/view/serverless-development-on/9781098141929/ch03.html
Jul 5, 2023
451
2. Enterprise Readiness for Serverless
learning.oreilly.com/library/view/serverless-development-on/9781098141929/ch02.html
Jul 5, 2023
3
undefined
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
11
DEV Community
dev.to/ngonidzashe/chat-with-your-csv-visualize-your-data-with-langchain-and-streamlit-ej7
May 23, 2023
1