Artifacts and Tools for Amazon Bedrock

https://github.com/aws-samples/artifacts-and-tools-for-bedrock

✅ Code Interpreter
✅ Web Search
SQL Client 👉 Coming soon

P.S. Автор — Сергей Пугачёв, AWS.

#Bedrock

GitHub Copilot -> Amazon Bedrock -> Claude 3.5 Sonnet

Anthropic Claude предоставляет свой сервис для GitHub Copilot через Amazon Bedrock:

Claude 3.5 Sonnet runs on GitHub Copilot via Amazon Bedrock, leveraging Bedrock’s cross-region inference to further enhance reliability.

🔹https://docs.github.com/en/copilot/using-github-copilot/using-claude-sonnet-in-github-copilot

Это жжж неспроста. Ждём на re:Invent 2024 (кстати, регистрируйтесь!) новостей по этому поводу.

#Bedrock #Anthropic #GitHubCopilot

SwiftChat — референс-проект от AWS для создания AI-чата:

https://github.com/aws-samples/swift-chat

React + Bedrock, поддержка Ollama, DeepSeek, OpenAI, Nova.

#Bedrock

DeepSeek-R1-Distill-Llama + Bedrock:

https://github.com/aws-samples/amazon-bedrock-samples/blob/main/custom-models/import_models/llama-3/DeepSeek-R1-Distill-Llama-Noteb.ipynb

#Bedrock

Знаю, что устали, но нужно ж закрыть гештальт:

https://aws.amazon.com/blogs/aws/deepseek-r1-models-now-available-on-aws/

#Bedrock #Sagemaker #DeepSeek

Preventing Data Leaks in RAG Pipelines with Bedrock

🔹 Securing the RAG Ingestion Pipeline

https://aws.amazon.com/blogs/security/securing-the-rag-ingestion-pipeline-filtering-mechanisms/

🔹 Hardening the RAG Chatbot Architecture

https://aws.amazon.com/blogs/security/hardening-the-rag-chatbot-architecture-powered-by-amazon-bedrock-blueprint-for-secure-design-and-anti-pattern-migration/

🔹 Building Secure and Scalable RAG Applications with Bedrock

https://aws.amazon.com/blogs/machine-learning/building-scalable-secure-and-reliable-rag-applications-using-amazon-bedrock-knowledge-bases/

#Bedrock #security

Bedrock + Claude 3.7 Sonnet

https://aws.amazon.com/blogs/aws/anthropics-claude-3-7-sonnet-the-first-hybrid-reasoning-model-is-now-available-in-amazon-bedrock/

#Bedrock #Claude #AI

New Alexa+ = Bedrock + Amazon Nova & Claude

https://www.aboutamazon.com/news/devices/new-alexa-tech-generative-artificial-intelligence

#Alexa #Bedrock

MCP with Bedrock:

- Allows AI models to access information outside their built-in knowledge.
- Help build tools that enable AI models to perform actions (such as visiting websites or checking the weather).
- Establish communication through a standardized protocol between the user, the AI model and external tools.

https://community.aws/content/2uFvyCPQt7KcMxD9ldsJyjZM1Wp/model-context-protocol-mcp-and-amazon-bedrock

For example, if you ask "get me a summary of the blog post at this URL", the system will:

- Process your request
- Recognize it needs to use a tool to visit the webpage
- Fetch the content from the URL
- Return the information to the model
- Generate a summary based on the fetched content

#MCP #Bedrock

DevGenius - AWS Solution Generator:

https://github.com/aws-samples/sample-devgenius-aws-solution-builder

Features:

- IaC (AWS CDK, CloudFormation)
- architecture diagram (draw-io format)
- cost estimation
- technical documentation
- existing architecture analysis (you can upload and analyze current architecture diagrams, including handwritten ones)

DevGenius architecture: Bedrock, OpenSearch Serverless, S3, DynamoDB, Fargate, CloudFront, ALB, Cognito

Deployment with AWS CDK create stacks:

- VPC with public/private subnets
- ECS Fargate service with Streamlit container
- Application Load Balancer
- CloudFront distribution with Lambda@Edge for authentication
- Cognito user pool and identity pool
- DynamoDB tables for conversation tracking
- S3 bucket for storing generated assets
- Bedrock Agent with Knowledge Base for AWS documentation sources
- OpenSearch Serverless collection for vector embeddings

#Bedrock

K8sGPT + EKS

https://aws.amazon.com/blogs/machine-learning/use-k8sgpt-and-amazon-bedrock-for-simplified-kubernetes-cluster-maintenance/

#EKS #Bedrock #AI

OpenAI, да ещё и Open-Source, на AWS 🎉

https://aws.amazon.com/blogs/aws/openai-open-weight-models-now-available-on-aws/

#Bedrock