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

✅ 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

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

Roadmap (Coming Soon)

• Blog/Code 9–12: AI + Data Visualization, Multi-Agent Finance, Map Server Integration

• Blog/Code 13–20: Advanced RAG, Bedrock Fine-Tuning, GenAI Security Case Studies

• Blog/Code 21–30: AI Workflows in Healthcare, Finance, and Education

• Blog/Code 31–50+: Scaling, Performance Tuning & Autonomous Multi-Agent Systems

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