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AWS First GenAI Journey

A comprehensive collection of Generative AI projects powered by Amazon Bedrock, showcasing diverse applications across industries. This repository contains ready-to-deploy solutions for various use cases, from translation and education to financial analysis and HR management.

Projects Overview

Text and Language Processing

  1. AWS-AI-Powered-Translation-Assistant

    • Real-time, multi-language translation with contextual awareness
    • Built with Amazon Bedrock, LLMs, and Streamlit frontend

  2. AWS-Educational-Assistant

    • AI-powered educational support system
    • Generates summaries, explanations, and study plans
    • Uses Claude model on Amazon Bedrock with Streamlit interface

  3. Claude Wisdom AI

    • Knowledge extraction and summarization tool
    • Processes large texts to extract key insights
    • Powered by Claude model on Amazon Bedrock

Financial Applications

  1. AWS-GenAI-Market-Sage

    • Financial market insights generator
    • Real-time data integration for market analysis
    • Combines Bedrock with financial APIs

  2. AWS-Stock-Agent-with-Bedrock

    • Real-time stock analysis and recommendations
    • Provides market trends and stock insights
    • Integrates with stock APIs for live data

HR and Career Tools

  1. CV-Maestro-Elevate-Your-Career-Narrative

    • Smart CV content generator
    • Optimizes resumes based on job descriptions
    • Uses LLM for content generation

  2. HR-Luminary-with-Amazon-Bedrock

    • Comprehensive HR assistant
    • Handles resume screening and performance analysis
    • Features HR-optimized LLM and dashboard

  3. GenAI-HR-Luminary

    • Specialized HR analysis tool
    • Focuses on employee evaluations and hiring insights
    • Built with HR-specific LLM models

Image Processing and Generation

  1. AWS-First-Cloud-Journey-Uniform-Detection

    • AI-powered uniform detection system
    • Uses image processing and analysis
    • Built on Bedrock's image analysis capabilities

  2. Generate Images using Amazon Bedrock

    • Text-to-image generation using Stability Diffusion
    • Creates custom images from text prompts
    • Features Streamlit-based UI

  3. Stable Diffusion UI for Text-to-Image

    • User-friendly interface for image generation
    • Built on Stability Diffusion model
    • Includes input prompting and image display

Document and Content Processing

  1. OCR-GenAI

    • Advanced OCR assistant with GenAI capabilities
    • Extracts text from documents and images
    • Features user-friendly upload interface

  2. AWS-OCR-with-Amazon-Bedrock

    • Specialized OCR implementation
    • Optimized for document text extraction
    • Includes document processing pipeline

  3. Content-Moderation-with-Amazon-Bedrock

    • AI-powered content moderation system
    • Reviews text and images for compliance
    • Features moderation dashboard

Multi-Modal and Specialized Applications

  1. PolyClaude

    • Multi-modal AI assistant
    • Handles text and image analysis
    • Built on Claude model with Streamlit frontend

  2. Product-Description-Generator

    • Automated product description creation
    • Uses LLM for feature-based content generation
    • Includes product input form

  3. Location-Analysis-System

    • Geospatial data analysis tool
    • Provides demographic and business insights
    • Features location data visualization

  4. TapVision

    • Customer sentiment analysis system
    • Extracts insights from feedback
    • Includes sentiment visualization dashboard

  5. Amazon-Bedrock-Claude3-Image-Analysis

    • Advanced image analysis with Claude3
    • Extracts context and details from images
    • Features comprehensive analysis dashboard

  6. GenAI-Model-Evaluator

    • Model performance evaluation tool
    • Benchmarks various GenAI models
    • Includes detailed metrics and comparisons

Additional Components

  1. QnABot-Conversational-AI

    • Conversational AI implementation with Amazon Lex
    • Features Alexa integration capabilities

  2. Slack-gateway-for-Amazon-Q-Business

    • Business integration tool for Slack
    • Connects with Amazon Q services

  3. Amazon-Bedrock-All-Text-Generator

    • Comprehensive text generation utility
    • Supports multiple use cases and formats

  4. Amazon-Bedrock-Model-Evaluator

    • Advanced model evaluation framework
    • Includes performance metrics and analytics

Setup and Installation

Each project includes detailed setup instructions in its respective directory. Generally, projects require:

  1. Amazon Bedrock access and configuration
  2. Relevant API keys and permissions
  3. Python environment setup
  4. Frontend deployment (where applicable)

Security

See CONTRIBUTING for security information.

Contributors

contributors

License

This project is licensed under the MIT-0 License. See the LICENSE file for details.