bedrock

Repository for bedrock implementation

Awesome GenAI Projects 🚀

This repo contains blogs + code samples around:

• Amazon Bedrock
• Agentic AI
• GenAI concepts
• Map Server integrations (coming soon)

📂 Structure

• blogs/ → Markdown articles
• code/ → Hands-on projects
• bedrock_setup/ → Hands-on to setup bedrock on cloud

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✅ Current Content

Blogs

• Blog 1: Introduction to Amazon Bedrock
• Blog 2: Agentic AI Overview
• Blog 3: Map Server Basics
• Blog 4: Retrieval-Augmented Generation (RAG)
• Blog 5: Bedrock vs OpenAI API
• Blog 6: Building an AI Travel Planner
• Blog 7: Security Risks in GenAI
• Blog 8: Bedrock Guardrails
• Blog 9: Multi-Agent Collaboration
• Blog 10: Building a GenAI API with FastAPI
• Blog 11: Agentic Autonomous Agent
• Blog 12: GenAI Text-to-SQL
• Blog 13: Building GenAI Pipelines
• Blog 14: Real-World Multi-Agent Workflows
• Blog 15: Enterprise Adoption of GenAI
• Blog 16: Building a GenAI Knowledge Base
• Blog 17: AI-Powered Data Visualization
• Blog 18: Generating Dashboards with GenAI
• Blog 19: Multi-Agent Systems in Finance
• Blog 20: AI for Fraud Detection

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Codes

• Code 1: Bedrock Chatbot (Python + boto3)
• Code 2: Agentic Task Planner (Pure Python)
• Code 3: Simple Map Server (Flask)
• Code 4: RAG Demo (FAISS + Sentence Transformers)
• Code 5: Bedrock Summarizer (Python + boto3)
• Code 6: Travel Planner Agent (Pure Python)
• Code 7: Prompt Injection Test
• Code 8: Bedrock Guardrails Demo
• Code 9: Multi-Agent Demo
• Code 10: FastAPI GenAI API
• Code 11: Agentic Autonomous Agent
• Code 12: GenAI Text-to-SQL
• Code 13: GenAI Pipelines
• Code 14: Multi-Agent Workflows
• Code 15: Enterprise AI Summary Generator
• Code 16: GenAI Knowledge Base Demo
• Code 17: AI Data Visualization (Matplotlib)
• Code 18: AI Dashboard Generation (Plotly)
• Code 19: Multi-Agent Finance Simulation
• Code 20: AI Fraud Detection Demo

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Roadmap (Coming Soon)

• Day 11–15: Map Server Integration, Advanced RAG, Bedrock Fine-Tuning
• Day 16–25: GenAI Security Case Studies, Multi-Agent Use Cases (Healthcare, Finance, Education)
• Day 26–40: Scaling GenAI Workflows, Hybrid Cloud Deployments, AI Observability
• Day 41–50+: Autonomous Multi-Agent Systems, Enterprise AI Best Practices

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medium: https://medium.com/@nikhilsehgal13