#Amazon-bedrock

Showing 48 of 48 repositories tagged #amazon-bedrock, ranked by stars

gofireflyio
gofireflyio
aiac

Artificial Intelligence Infrastructure-as-Code Generator.

Score
100
β˜… 3.8k β‘‚ 294 +1/day
Go
aws-samples
aws-samples
amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

Score
100
β˜… 1.5k β‘‚ 700 +3/day
Jupyter Notebook
aws-samples
aws-samples
aws-genai-llm-chatbot

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

Score
98
β˜… 1.4k β‘‚ 436 β€”
TypeScript
aws-samples
aws-samples
sample-mobile-ai-assistant

A lightning-fast, cross-platform mobile AI Assistant App built with React Native.

Score
0
β˜… 836 β‘‚ 122 +4/day
TypeScript
awslabs
awslabs
amazon-bedrock-agent-samples

Example Jupyter notebooks πŸ““ and code scripts πŸ’» for using Amazon Bedrock Agents πŸ€– and its functionalities

Score
95
β˜… 800 β‘‚ 277 β€”
Python
awslabs
awslabs
generative-ai-cdk-constructs

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

Score
93
β˜… 541 β‘‚ 77 β€”
TypeScript
centralmind
centralmind
gateway

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

Score
0
β˜… 530 β‘‚ 66 +1/day
Go
aws-samples
aws-samples
well-architected-iac-analyzer

Sample Generative AI tool for evaluating Infrastructure as Code and architecture diagrams against AWS Well-Architected best practices.

Score
0
β˜… 490 β‘‚ 91 +3/day
TypeScript
debnsuma
debnsuma
fcc-ai-engineering-aws

A Practical Course on Embeddings, RAG, Multimodal Models, and Agents with Amazon Nova.

Score
71
β˜… 198 β‘‚ 118 β€”
Jupyter Notebook
aws-samples
aws-samples
generative-ai-cdk-constructs-samples

This repo provides sample generative AI stacks built atop the AWS Generative AI CDK Constructs.

Score
90
β˜… 172 β‘‚ 51 β€”
build-on-aws
build-on-aws
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.

Score
60
β˜… 153 β‘‚ 31 β€”
Jupyter Notebook
aws-samples
aws-samples
text-to-sql-bedrock-workshop

This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

Score
57
β˜… 135 β‘‚ 30 β€”
Jupyter Notebook
build-on-aws
build-on-aws
agentic-workshop

Learn how to build Agentic Workflows on AWS

Score
88
β˜… 109 β‘‚ 66 β€”
Python
redis-developer
redis-developer
agentic-rag

Complete example of how to build an Agentic RAG architecture with Redis, Amazon Bedrock, and LlamaIndex.

Score
50
β˜… 102 β‘‚ 10 β€”
Jupyter Notebook
awslabs
awslabs
rhubarb

A Python framework for multi-modal document understanding with Amazon Bedrock

Score
79
β˜… 101 β‘‚ 14 β€”
Python
build-on-aws
build-on-aws
gen-ai-workshop

Learn how to build generative AI applications on AWS using PartyRock, Amazon Bedrock, and Amazon Q

Score
55
β˜… 97 β‘‚ 45 β€”
Python
aws-samples
aws-samples
serverless-genai-food-analyzer-app

Personalized nutritional app, serverless, tailored to your shopping and cooking needs, empowered by generative AI technology (Amazon Bedrock, Anthropic, Claude Haiku, Claude Sonnet) using AWS CDK on AWS

Score
81
β˜… 93 β‘‚ 22 β€”
TypeScript
build-on-aws
build-on-aws
amazon-bedrock-quick-start

Learn how to Quickly build Generative AI applications with Amazon Bedrock

Score
52
β˜… 91 β‘‚ 40 β€”
Python
aws-samples
aws-samples
sample-well-architected-acceleration-with-generative-ai

AWS Well-Architected Framework Review (WAFR) Acceleration with Generative AI (GenAI) sample.

Score
67
β˜… 91 β‘‚ 25 +1/day
Python
aws-samples
aws-samples
sample-ai-powered-sdlc-patterns-with-aws

This repo contains AI-powered software development patterns showing how to integrate generative AI in different stages of software development lifecycle using Amazon Q Developer, Amazon Q Business and Amazon Bedrock. This collection of patterns demonstrates practical approaches for leveraging AWS's generative AI capabilities across the software dev

Score
86
β˜… 84 β‘‚ 29 β€”
Python
build-on-aws
build-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.

Score
83
β˜… 80 β‘‚ 44 β€”
Python
aws-solutions-library-samples
aws-solutions-library-samples
guidance-for-natural-language-queries-of-relational-databases-on-aws

Demonstration of Natural Language Query (NLQ) of an Amazon RDS for PostgreSQL database, using SageMaker JumpStart, Amazon Bedrock, LangChain, Streamlit, and Chroma.

Score
48
β˜… 72 β‘‚ 15 β€”
Python
aws-samples
aws-samples
bedrock-kb-rag-workshop

Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)

Score
43
β˜… 64 β‘‚ 11 β€”
HTML
build-on-aws
build-on-aws
amazon-bedrock-agents-outfit-assistant

This repo contains code for a demo of Amazon Bedrock Agents.

Score
45
β˜… 58 β‘‚ 15 β€”
Python
aws-samples
aws-samples
uncovering-hidden-connections-in-unstructured-financial-data

Uncovering Hidden Connections in Unstructured Financial Data using Amazon Bedrock and Amazon Neptune

Score
76
β˜… 52 β‘‚ 11 β€”
JavaScript
build-on-aws
build-on-aws
rag-golang-postgresql-langchain

Implement RAG (using LangChain and PostgreSQL) for Go applications to improve the accuracy and relevance of LLM outputs

Score
36
β˜… 50 β‘‚ 12 β€”
Go
build-on-aws
build-on-aws
dotnet-fm-playground

.NET FM Playground is a .NET MAUI Blazor sample application showcasing how to leverage Amazon Bedrock from C# code. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API.

Score
33
β˜… 47 β‘‚ 8 β€”
HTML
aws-samples
aws-samples
multimodal-rag-on-slide-decks

'Talk to your slide deck' (Multimodal RAG) using foundation models (FMs) hosted on Amazon Bedrock and Amazon SageMaker

Score
31
β˜… 46 β‘‚ 8 +1/day
HTML
aws-samples
aws-samples
pace-genai-demos

This repository features three demos that can be effortlessly integrated into your AWS environment. They serve as a practical guide to leveraging AWS services for crafting a sophisticated Large Language Model (LLM) Generative AI, geared towards creating a responsive Question and Answer Bot and localizing content generation.

Score
38
β˜… 46 β‘‚ 15 β€”
TypeScript
build-on-aws
build-on-aws
python-fm-playground

Explore how you can use Amazon Bedrock with Python in a dynamic environment! It includes a FastAPI app and a Next.js frontend, perfect for learning and experimentation with generative AI on AWS.

Score
40
β˜… 43 β‘‚ 19 β€”
JavaScript
aws-samples
aws-samples
function-calling-using-amazon-bedrock-anthropic-claude-3

Function calling using Amazon Bedrock with Anthropic Claude 3 foundation model

Score
26
β˜… 35 β‘‚ 9 β€”
Python
aws-samples
aws-samples
sample-document-processing-with-amazon-bedrock-data-automation

This repository contains examples for customers to get started using Amazon Bedrock Data Automation. The samples focus mainly on document processing use cases

Score
74
β˜… 32 β‘‚ 21 β€”
Jupyter Notebook
build-on-aws
build-on-aws
amazon-bedrock-go-sdk-examples

AWS Go SDK examples for Amazon Bedrock

Score
64
β˜… 31 β‘‚ 3 β€”
Go
aws-samples
aws-samples
sample-compliance-assistant-with-agents

Sample solution to automate tedious regulatory compliance processes using multi-agent systems

Score
0
β˜… 28 β‘‚ 23 β€”
Python
aws-samples
aws-samples
aws-generative-ai-terraform-samples

Samples using AWS Terraform modules to accelerate your Infrastructure-as-Code deployments for generative AI workloads.

Score
29
β˜… 26 β‘‚ 13 β€”
build-on-aws
build-on-aws
agents-for-amazon-bedrock-sample-feature-notebooks

Sample code for features of Agents for Amazon Bedrock

Score
14
β˜… 24 β‘‚ 2 β€”
Jupyter Notebook
iut62elec
iut62elec
Soccer-Highlight-Generator-with-GenAI

Automate the creation of soccer match highlights with the power of Generative AI and AWS. This solution leverages AWS Bedrock (Anthropic’s Claude 3 Sonnet model), AWS MediaConvert, Lambda, Step Functions and other AWS services to identify and compile exciting game moments without manual editing.

Score
14
β˜… 24 β‘‚ 2 β€”
Python
abhirockzz
abhirockzz
langchain-opensearch-rag

Vector databases for generative AI

Score
24
β˜… 22 β‘‚ 8 β€”
Python
aws-samples
aws-samples
advanced-rag-router-with-amazon-bedrock

How to build an advanced RAG router based assistant with Amazon Bedrock using LLMs, Embeddings model, and Knowledge Bases for Amazon Bedrock.

Score
19
β˜… 22 β‘‚ 5 β€”
Jupyter Notebook
aws-samples
aws-samples
text-embeddings-pipeline-for-rag

A pipeline to convert contextual knowledge stored in documents and databases into text embeddings, and store them in a vector store

Score
10
β˜… 21 β‘‚ 3 β€”
TypeScript
aws-samples
aws-samples
sample-aiml-security-assessment

AI/ML and Generative AI Security Assessment Framework for AWS. Automatically audit Amazon Bedrock and SageMaker & AgentCore workloads for security best practices

Score
69
β˜… 20 β‘‚ 9 β€”
HTML
aws-samples
aws-samples
sample-llm-search-citation-analysis-with-amazon-bedrock

Track brand visibility across AI search engines with Amazon Bedrock, Step Functions, and a React dashboard

Score
62
β˜… 17 β‘‚ 2 β€”
TypeScript
garystafford
garystafford
creative-analysis-claude-bedrock

Simple Streamlit application used for demonstrating Anthropic Claude 3 family of model's multimodal prompting on Amazon Bedrock

Score
5
β˜… 17 β‘‚ 4 β€”
Python
build-on-aws
build-on-aws
get-the-news-rss-atom-feed-summary

Get a summary of the most recent news from an RSS or Atom feed using Amazon Bedrock.

Score
0
β˜… 17 β‘‚ 1 β€”
Python
aws-samples
aws-samples
simplified-corrective-rag

How to build a simplified Corrective RAG assistant with Amazon Bedrock using LLMs, Embeddings model, Knowledge Bases for Amazon Bedrock, and Agents for Amazon Bedrock.

Score
2
β˜… 16 β‘‚ 4 β€”
Jupyter Notebook
build-on-aws
build-on-aws
amazon-bedrock-java-examples

Welcome to this repo where we'll continue adding hands-on examples demonstrating the use of the Java SDK for Amazon Bedrock.

Score
12
β˜… 16 β‘‚ 6 β€”
aws-samples
aws-samples
automate-image-processing-with-amazon-bedrock

Automate process to change image background using Amazon Bedrock and AWS Step Functions

Score
7
β˜… 16 β‘‚ 5 β€”
Python
build-on-aws
build-on-aws
java-fm-playground

Explore how you can use Amazon Bedrock with Java in a dynamic environment! It includes a Spring Boot app and a Next.js frontend, perfect for learning and experimentation with generative AI on AWS.

Score
21
β˜… 15 β‘‚ 11 β€”
JavaScript
Related Topics
#generative-ai#aws#bedrock#langchain#genai#llm#rag#large-language-models#retrieval-augmented-generation#cdk#step-functions#amazon-bedrock-knowledge-bases

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