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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with amazon-bedrock

A curated list of projects in awesome lists tagged with amazon-bedrock .

https://github.com/gofireflyio/aiac

Artificial Intelligence Infrastructure-as-Code Generator.

ai amazon-bedrock chatgpt iac llms ollama openai pulumi terraform

Last synced: 14 May 2025

https://github.com/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

amazon-bedrock aurora aws bedrock cdk chatbot claude genai huggingface idefics kendra langchain llm opensearch opensearch-serverless pgvector sagemaker semantic-search vectordb

Last synced: 14 May 2025

https://github.com/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

amazon-bedrock amazon-titan bedrock embeddings generative-ai knowledge-base langchain rag

Last synced: 14 May 2025

https://aws-samples.github.io/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

amazon-bedrock amazon-titan bedrock embeddings generative-ai knowledge-base langchain rag

Last synced: 03 Sep 2025

https://github.com/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.

amazon-bedrock langchain-python llms node-js python3 rag

Last synced: 04 Apr 2025

https://github.com/build-on-aws/bedrock-agents-streamlit

Creating Amazon Bedrock agents with Streamlit Framework

ai-agent amazon-bedrock claude streamlit

Last synced: 07 Oct 2025

https://github.com/awslabs/amazon-bedrock-agent-samples

Example Jupyter notebooks 📓 and code scripts 💻 for using Amazon Bedrock Agents 🤖 and its functionalities

amazon-bedrock amazon-bedrock-agents bedrock bedrock-agents generative-ai multi-agents-collaboration

Last synced: 03 Sep 2025

https://github.com/redis-developer/agentic-rag

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

agents ai21labs amazon-bedrock amazon-titan genai-chatbot llama-index rag redis testcontainers vector-search

Last synced: 07 Apr 2025

https://github.com/build-on-aws/amazon-bedrock-quick-start

Learn how to Quickly build Generative AI applications with Amazon Bedrock

amazon-bedrock aws generative-ai python streamlit

Last synced: 10 Apr 2025

https://github.com/build-on-aws/amazon-bedrock-agents-quickstart

Learn how to quickly build Agents with Amazon Bedrock

ai-agents amazon-bedrock claude2 langchain

Last synced: 10 Apr 2025

https://github.com/build-on-aws/gen-ai-workshop

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

amazon-bedrock amazon-q amazon-web-services generative-ai

Last synced: 06 Apr 2025

https://github.com/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.

amazon amazon-bedrock amazon-web-services api-gateway aws bedrock dynamodb generative-ai lambda python whatsapp

Last synced: 09 Apr 2025

https://github.com/build-on-aws/amazon-bedrock-agents-outfit-assistant

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

agents amazon-bedrock generative-ai

Last synced: 09 Oct 2025

https://github.com/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.

amazon-bedrock csharp dotnet dotnet-maui dotnet-maui-blazor generative-ai

Last synced: 10 Apr 2025

https://github.com/build-on-aws/bedrock-agents-webscraper

This repo provides guidance on setting up a bedrock agent to webscrape and internet search via action groups

ai-agent amazon-bedrock bedrock-agent claude internet-search webscraper

Last synced: 10 Apr 2025

https://github.com/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.

amazon amazon-bedrock amazon-rds-postgresql amazon-sagemaker amazon-web-services aws foundation-models gen-ai generative-ai natural-language-queries nlq

Last synced: 14 Oct 2025

https://github.com/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.

amazon-bedrock aws bedrock fastapi generative-ai generative-art image-generation large-language-models llm nextjs python sample-app web-development

Last synced: 10 Apr 2025

https://github.com/build-on-aws/agentic-workshop

Learn how to build Agentic Workflows on AWS

agentic-workflow agents amazon-bedrock amazon-q generative-ai

Last synced: 06 May 2025

https://github.com/build-on-aws/amazon-bedrock-custom-langchain-agent

Learn to build custom prompts and tools for LangChain agents

ai-agents amazon-bedrock langchain python streamlit

Last synced: 29 Jul 2025

https://github.com/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

amazon-bedrock generative-ai golang langchain large-language-models pgvector postgresql

Last synced: 06 May 2025

https://github.com/zxkane/mcp-server-amazon-bedrock

Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images

amazon-bedrock amazon-nova claude model-context-protocol

Last synced: 14 Apr 2025

https://github.com/AAlvAAro/ruby-amazon-bedrock

Seamless Integration with Amazon Bedrock for AI-Powered Text and Image Generation in Ruby.

a121labs ai amazon-bedrock amazon-titan anthropic cohere genai llm llms meta stability-ai stabilityai

Last synced: 27 Aug 2025

https://github.com/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.

amazon-bedrock atom aws-lambda generative-ai rss serverless

Last synced: 06 May 2025

https://github.com/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.

amazon-bedrock aws bedrock generative-ai generative-art image-generation java large-language-models llm nextjs sample-app spring-boot web-development

Last synced: 20 Jun 2025

https://github.com/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.

amazon-bedrock aws aws-java-sdk-v2 generative-ai java

Last synced: 10 Apr 2025

https://github.com/aalvaaro/ruby-amazon-bedrock

Seamless Integration with Amazon Bedrock for AI-Powered Text and Image Generation in Ruby.

a121labs ai amazon-bedrock amazon-titan anthropic cohere genai llm llms meta stability-ai stabilityai

Last synced: 06 Oct 2025

https://github.com/build-on-aws/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.

amazon-bedrock aws python

Last synced: 28 Oct 2025

https://github.com/abhirockzz/streamlit-langchain-chatbot-bedrock-redis-memory

Build a Streamlit app with LangChain and Amazon Bedrock - Use ElastiCache Serverless Redis for chat history, deploy to EKS and manage permissions with EKS Pod Identity

amazon-bedrock eks langchain python redis streamlit

Last synced: 28 Oct 2025

https://github.com/abhirockzz/amazon-bedrock-langchain-go

langchaingo wrapper implementations for Amazon Bedrock

amazon-bedrock generative-ai golang langchain

Last synced: 09 Apr 2025

https://github.com/aws-solutions-library-samples/guidance-for-intelligent-document-processing-agents-on-aws

This demo provides an automated loan application that streamlines document submission, verification, underwriting and approval processes.

amazon-bedrock amazon-bedrock-data-automation amazon-nova claude genai-labs multi-agent-collaboration

Last synced: 14 Oct 2025

https://github.com/devopscorner/golang-bedrock

AWS Summit 2024 Jakarta --- ObservabilityAI: Memanfaatkan Amazon Bedrock Untuk Memantau Kinerja RESTful API Golang

amazon-bedrock amazon-bedrock-agents anthropic anthropic-claude aws devops devopscorner eks generative-ai golang kubernetes observability opentelemetry opentelemetry-collector restful restful-api

Last synced: 31 Jul 2025

https://github.com/build-on-aws/amazon-bedrock-apprunner-chatterdox-webapp

Use Amazon Bedrock and LangChain to build an application to chat with web pages - deploy the Go web app with AWS CDK and start asking questions!

amazon-bedrock generative-ai golang

Last synced: 06 May 2025

https://github.com/dennistraub/bedrock-for-all

Educational code examples demonstrating Amazon Bedrock usage across Python, Java, JavaScript, C#, and PHP. Complete, documented examples of InvokeModel, Converse, and ConverseStream APIs for building generative AI applications in your preferred programming language.

amazon-bedrock aws aws-sdk code-examples csharp education generative-ai getting-started java javascript llm machine-learning php python tutorials

Last synced: 03 Sep 2025

https://github.com/techthoughts2/pwshbedrock

pwshBedrock is a PowerShell module designed to simplify interaction with Amazon Bedrock foundation models. It enables users to send messages, retrieve responses, manage conversation contexts, generate images, and estimate costs. Supporting both InvokeModel and Converse API, it streamlines AI integration in PowerShell workflows.

ai ai21labs amazon-bedrock amazon-titan amazon-web-services anthropic-claude aws claude-3 cohere command-r command-r-plus foundation-models generative-ai jamba large-language-models meta-llama3 mistral-ai powershell powershell-module stability-ai

Last synced: 06 Oct 2025

https://github.com/build-on-aws/langchaingo-amazon-bedrock-llm

Amazon Bedrock extension for langchaingo

amazon-bedrock golang langchain

Last synced: 04 Oct 2025

https://github.com/bits-bytes-nn/bedrock-model-finetuner

A helper library for fine-tuning Amazon Bedrock models. This toolkit assists in generating Q&A datasets from documents and streamlines the LLM fine-tuning process.

amazon-bedrock llm-finetuning

Last synced: 17 Mar 2025

https://github.com/garystafford/bedrock-titan-image-outpainting-example

Image background replacement on Amazon Bedrock using Amazon Titan Image Generator v2 and outpainting

amazon-bedrock generative-ai outpainting titan-image-generator

Last synced: 16 Oct 2025

https://github.com/bigsk1/llm-adapter

UniversalLLMAdapter class initializes the appropriate client based on the specified provider.

ai21 alpha-model amazon-bedrock anthropic azure claude cohere gemini huggingface-models ollama openai replicate

Last synced: 06 Oct 2025

https://github.com/build-on-aws/amazon-bedrock-lambda-image-generation-golang

Serverless image generation with Amazon Bedrock and AWS Lambda

amazon-bedrock aws-cdk aws-lambda generative-ai golang

Last synced: 12 Jun 2025

https://github.com/garystafford/amazon-bedrock-animation-demo

Creating Generative AI Video Animations using Amazon Bedrock and Stable Diffusion XL 1.0

amazon-bedrock amazon-web-services animation aws genai generative-ai generative-art sdxl stable-diffusion video

Last synced: 25 Aug 2025

https://github.com/abhirockzz/amazon-bedrock-go-inference-params

Inference parameters for Amazon Bedrock

amazon-bedrock generative-ai golang

Last synced: 18 Aug 2025

https://github.com/extrawest/amazon_bedrock_blog_conent_generation_with_lambda_s3

AI Blog Content Generation with Amazon Bedrock, AWS Lambda and S3 Showcase

ai amazon amazon-bedrock aws aws-lambda aws-s3 blog content llama3

Last synced: 16 Oct 2025

https://github.com/dvejsada/mcp_media_generator

MCP SSE server with tools to create images and videos using Amazon Nova models via AWS Bedrock.

amazon-bedrock image-generation librechat mcp video-generation

Last synced: 17 Jun 2025

https://github.com/bits-bytes-nn/wealth-whisper

AI-powered investment advisor for the Korean market. Get insights from financial analyst reports to make smart decisions.

amazon-bedrock amazon-cloudfront amazon-dynamodb amazon-ecs amazon-eventbridge aws-batch aws-cdk aws-lambda aws-opensearch langchain retrieval-augmented-generation streamlit

Last synced: 13 Jun 2025

https://github.com/poetryofcode/inspocanvas

Claude, Amazon Bedrock. The app understands tone, mood, and visual detail, and turns that into a beautiful AI-generated mood board

amazon-bedrock claude-ai nextjs tailwindcss typescript

Last synced: 03 Sep 2025

https://github.com/awsdataarchitect/bedrock-recipe-app-cdk

Open-source code for a Food Recipe - Generative AI App on ECS, powered by AWS Bedrock Managed FM Models using CDK

amazon-bedrock aws cdk ecs-fargate generative-ai

Last synced: 03 Jul 2025

https://github.com/bits-bytes-nn/bedrock-langchain-prompt-converter

A helper library that seamlessly integrates LangChain prompt templates with Amazon Bedrock's Prompt Management API, enabling efficient cross-platform prompt handling.

amazon-bedrock langchain prompt-engineering

Last synced: 17 Mar 2025

https://github.com/aws-samples/sample-amazon-ivs-python-demos

A comprehensive collection of Python demo scripts demonstrating Amazon IVS (Interactive Video Service) capabilities across Real-Time Stages (WebRTC) and Channels (low-latency HLS). Features AI-powered video analysis, real-time transcription, speech-to-speech functionality, timed metadata publishing, and advanced media processing.

ai ai-agents aiortc amazon-bedrock amazon-ivs hls webrtc

Last synced: 10 Oct 2025

https://github.com/zxkane/game-match-playground

A serverless full-stack application is built by AWS Amplify Gen2 and AI.

amazon-bedrock amplify-gen2 aws-amplify aws-appsync nextjs

Last synced: 09 Oct 2025

https://github.com/gabrielkoo/safeaws-cli

“Safe-W-S”, wrapper for AWS CLI that locates issues before executing

amazon-bedrock aws aws-cli awscli awscliv2 bedrock claude genai llm

Last synced: 23 Mar 2025

https://github.com/pi-2r/llm-playground

Llm playground with multi provider AI

amazon-bedrock gimi grok langfuse llm openai perplexity playgr streamlit

Last synced: 22 Jun 2025

https://github.com/adrianhdezm/llm-sdk

This is just another SDK for the common LLM API providers.

amazon-bedrock antrophic aws azure chat-completions gemini generative-ai language-model llm openai sdk-nodejs

Last synced: 21 Jul 2025

https://github.com/huber1105/workshop-agents

Explore Genkit agents for YouTube video searches and content generation. Find workflows to streamline your video discovery and blogging process. 🚀📂

agents agno amazon-bedrock autogen autonomous-driving azure carla carla-gym carla-reinforcement-learning crewai langhchain multi-agent multi-agent-autonomous-driving question-answering serverless streamlit testing text-to-sql

Last synced: 10 Jul 2025

https://github.com/eleanoraattt/rag_demo

This is a minimal demo project to show the capabilities of a RAG system using LangChain and Milvus, it contains all the things you required to build a basic RAG system.

amazon-bedrock anthropic chromadb fastapi graph langchain langchain-js milvus neo4j pdf rag streamlit text2cypher vector-database

Last synced: 21 Mar 2025

https://github.com/hyeonsangjeon/strands-bedrock-agents-cookbook

A comprehensive cookbook featuring 10 practical AI agent examples using Strands Agents SDK and Amazon Bedrock

ai-agents amazon-bedrock aws cookbook generative-ai llm machine-learning python rag strands

Last synced: 02 Nov 2025

https://github.com/julien-muke/ai-image-recognition-terraform

How to Built a Serverless AI Image Recognition App Using AWS Bedrock, Rekognition & Terraform.

amazon-bedrock amazon-rekognition terraform

Last synced: 27 Jun 2025

https://github.com/vivet-software/vivet.ai

A service-oriented .NET library for AI with interchangeable orchestrations and vector stores.

ai amazon-bedrock azure chat context-deduplication embedding google-gemini huggingface inference knowledge llm memory metadata-retrieval ollama openai summarization text-chunking

Last synced: 20 Sep 2025

https://github.com/magifd2/llm-cli

A powerful and versatile CLI for interacting with Large Language Models. Supports local providers like Ollama and LM Studio, and cloud services like Amazon Bedrock, with seamless profile management.

amazon-bedrock cli developer-tools generative-ai golang japanese large-language-models llm lm-studio ollama openai-api

Last synced: 06 Aug 2025

https://github.com/danielcaz/bedrock-image-input

An example of how to send a PDF into Bedrock by converting the pages to images first.

amazon-bedrock aws aws-sqs step-functions

Last synced: 02 Sep 2025

https://github.com/sergiopichardo/bedrock-chatbot-llama2-langchain-streamlit

Chatbot build with Amazon Bedrock, Llama 2, LangChain and Streamlit

amazon-bedrock chatbot langchain llama-2 python streamlit

Last synced: 12 Jun 2025

https://github.com/shortthirdman/jiracloud-ticket-analyzer

Classify Atlassian Jira tickets with GenAI on Amazon Bedrock

amazon-bedrock atlassian-jira aws-bedrock generative-ai jira-cloud

Last synced: 29 Dec 2025

https://github.com/ryo-samuraijp/rag-chatbot-in-amazonbedrock

RAG chatbot in Amazon Bedrock using S3/Web Crawler, Knowledge Base, and OpenSearch Serverless, providing accurate and up-to-date responses even if the required information is the latest or unavailable online.

ai-chatbot ai-model ai-models amazon-bedrock amazon-opensearch-serverless amazon-s3 amazon-web-services aws aws-bedrock aws-opensearch-serverless aws-s3 knowledge-base llama rag rag-chatbot

Last synced: 15 Jun 2025

https://github.com/bits-bytes-nn/scholar-lens

A tool that generates comprehensive and in-depth reviews of AI/ML research papers using generative AI technology. Check out my tech blog: https://bits-bytes-nn.github.io/

amazon-bedrock amazon-sns aws-batch aws-cdk langchain langgraph poetry

Last synced: 10 Oct 2025

https://github.com/bits-bytes-nn/tech-digest

Tech Digest is a fully automated newsletter service that leverages AI to curate, summarize, and deliver weekly digests of top AI/ML tech blog content to subscribers, eliminating the need for manual content processing and distribution.

amazon-bedrock amazon-eventbridge amazon-ses amazon-sns aws-batch aws-cdk aws-lambda langchain

Last synced: 10 Oct 2025

https://github.com/jwalsh/aws-gameday-nfl-2024

AWS GameDay NFL Digital Experience 2024 - Hands-on workshop featuring AI/ML, migration, and modernization challenges using AWS services

amazon-bedrock aws aws-gameday aws-lambda aws-services cloud competition dynamodb gameday generative-ai hackathon hands-on migration modernization nfl workshop

Last synced: 13 Oct 2025

https://github.com/squatboy/amazon-bedrock-serverless-rag-bot

AWS Serverless RAG chatbot system using Amazon Bedrock Knowledge Base

amazon-bedrock amazon-bedrock-knowledge-bases aws rag rag-chatbot

Last synced: 14 Oct 2025

https://github.com/sayan-dg/ask-knowledge-base

A Document QA chatbot using LangChain, Pinecone for vector storage, and Amazon Bedrock (mistral.mixtral-8x7b-instruct for LLM and titan-embed-text for embeddings). Built with a Streamlit frontend for document uploads and contextual question answering.

amazon-bedrock document-qa langchain mistral-8x7b natural-language-processing pinecone retrieval-augmented-generation streamlit

Last synced: 20 Jun 2025