build-on-aws's repositories
llm-rag-vectordb-python
Explore sample applications and tutorials demonstrating the prowess of Amazon Bedrock with Python. Learn to integrate Bedrock with databases, use RAG techniques, and showcase experiments with langchain and streamlit.
bedrock-agents-streamlit
Creating Amazon Bedrock agents with Streamlit Framework
bedrock-agent-txt2sql
Use natural language to Generate Amazon Athena SQL queries to fetch data.
gen-ai-workshop
Learn how to build generative AI applications on AWS using PartyRock, Amazon Bedrock, and Amazon Q
agentic-workshop
Learn how to build Agentic Workflows on AWS
building-gen-ai-whatsapp-assistant-with-amazon-bedrock-and-python
Build a genAI Whatsapp app that processes images, voice notes, videos, and documents with Amazon Bedrock, and also stores the conversation history.
amazon-bedrock-minecraft-agent
AI agentic bot for Minecraft using Agents for Amazon Bedrock.
bedrock-agents-webscraper
This repo provides guidance on setting up a bedrock agent to webscrape and internet search via action groups
langchain-embeddings
This repository demonstrates the construction of a state-of-the-art multimodal search engine, leveraging Amazon Titan Embeddings, Amazon Bedrock, and LangChain.
rag-postgresql-agent-bedrock
This application is built in four stages using infrastructure as code with CDK with Python to deploy. In the first stage, an Amazon Aurora PostgreSQL vector database is set up. In the second stage, the Knowledge Base for Amazon Bedrock is created using the established database. The third stage involves creating an Amazon
prioritizing-event-processing-with-apache-kafka
Technical solution to implement event processing prioritization with Apache Kafke using the concept of buckets.
real-time-gaming-leaderboard-apache-flink
Example gaming leaderboard application covering streaming ingestion, CDC enrichment, processing and visualisation including demo of advance real-time analytics concepts like late data arrival, exactly-once, dynamic config, archival and on-demand replay
aws-lambda-and-cqrs-a-winning-combination
Command-Query Responsibility Segregation (CQRS) is often presented as a pattern focused on scaling by separating reads and writes. However, this is an architecture-level pattern that has nothing to do with infrastructure. At AWS re:Invent 2023 session (BOA211) we explored the right way of combining AWS Lambda and CQRS together.
building-gen-ai-apps-with-found-models-workshop
Code for the Generative AI workshop
conversation-with-your-architecture
Demonstrates how to chat with your architecture using Amazon Bedrock's Converse API, tool use, and a knowledge base. Implemented in Python, the demo allows users to analyze architecture diagrams, evaluate effectiveness, get recommendations, and make informed decisions about their system architecture.
terraform-samples
Collections of examples of using Terraform with AWS
amazon-bedrock-adventure-game
Introducing "The Adventure Game", a concept for the November 2024 "AWS Game Builder Challenge". It's a text based, open ended, RPG (role playing game). The game use generative models from Amazon Bedrock using the Converse API to build an AI agent that uses a graph data structure to maintain game state.
cicd-pipeline-for-containers
This repository sets up an end-to-end CI/CD container pipeline with Hashicorp Terraform based on native AWS services for hosting and testing application code, building a container image from the code, pushing and storing the container image to ECR, and deploying this container on EKS as a deployment.
swift-bedrock-library
A Swift Library to create AI Agent based on Amazon Bedrock
bookstore-demo-app-with-authz
Authorization is one of the foundational needs when building your applications and services. Learn how, with the help of Cedar and Amazon Verified Permissions, to to add non-trivial authorization rules to your web application.
building-quiz-game-with-aws-amplify-react-native
Building a real-time quiz application on React Native with AWS Amplify Gen 2 and Amazon Bedrock
fullstack-appsync-events-4-in-a-row
A fullstack real-time game where developers play four-in-a-row
run-kubernetes-clusters-for-less-with-amazon-ec2-spot-and-karpenter
This repo is part of the Run Kubernetes Clusters for Less with Amazon EC2 Spot and Karpenter tutorial. It includes the Terraform template to create the cluster, and all the final versions of the Kubernetes manifests used during the tutorial.
deploying-trurl-2-on-amazon-sagemaker
Deploying TRURL 2 on Amazon SageMaker. TRURL 2 is a Large Language Model (LLM), which is a fine-tuned version of LLaMA 2 with support for Polish language developed by VoiceLab and published at the company profile on Hugging Face (https://huggingface.co/Voicelab).