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Tech-Stack-and-Architecture-Behind-247CodersAI

This presentation provides a detailed overview of the technology and architecture that powers 247Coders.AI, a sophisticated AI coding assistant. It covers the company's multi-cloud strategy using AWS and Google Cloud for global reliability, containerized deployment with Kubernetes and Docker, and the use of a Cloudflare CDN to ensure low latency. The backend architecture utilizes FastAPI, Node.js, and microservices for high performance and independent scaling. The AI and machine learning core is built on TensorFlow and PyTorch, using a Retrieval-Augmented Generation (RAG) architecture for cont

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Tech-Stack-and-Architecture-Behind-247CodersAI

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Presentation Transcript

  1. Tech Stack & Architecture Behind 247Coders.AI Engineering excellence powering the next generation of AI-assisted development

  2. What Powers 247Coders.AI? AI-Powered Platform Modern Infrastructure Sophisticated coding assistant built for speed and accuracy Cloud-native architecture with global scalability Developer-Centric Real-time suggestions with seamless user experience

  3. Cloud Infrastructure & Hosting Multi-Cloud Strategy AWS and Google Cloud for global reliability Containerized Deployment Kubernetes & Docker for fault-tolerant scaling Global Performance Cloudflare CDN ensures low latency worldwide

  4. Backend Architecture FastAPI Python-powered asynchronous APIs Node.js High-throughput backend services Microservices Independent scaling & deployment Nginx load balancing with autoscaling groups maintain peak performance

  5. AI & Machine Learning Core 01 Model Frameworks TensorFlow and PyTorch for robust AI development 02 RAG Architecture Retrieval-Augmented Generation for context-aware completions 03 Continuous Training Azure ML and AWS SageMaker pipelines Real-time model updates ensure cutting-edge AI intelligence

  6. Data Storage & Management 1 Flexible Storage MongoDB & PostgreSQL for user data and code snippets 2 Cloud Storage Amazon S3 & Google Cloud for large datasets 3 Real-time Ingestion AWS Kinesis & Azure Data Factory pipelines

  7. Frontend & User Interface React & Next.js Real-time Interaction Responsive, intuitive web interface WebSockets enable instant code suggestions IDE Integration Seamless plugins for developer workflows

  8. AI Agent Orchestration LangChain Multi-agent workflow coordination AutoGen Intelligent task delegation API Integration Seamless component orchestration Modular AI components work in concert for complex coding assistance

  9. Reliability & Performance 99.9& <50& 0 Uptime Response Time Downtime Prometheus & Grafana monitoring Redis caching & CDN optimization GitHub Actions CI/CD automation Real-time alerting and global edge caching ensure peak performance

  10. Why This Architecture Matters Unmatched Speed Infinite Scale Global Impact Cutting-edge AI with robust cloud infrastructure Modular design supports rapid growth and feature development Empowering developers worldwide with intelligent coding assistance 247Coders.AI 4 Anytime, Anywhere

  11. Thank You ! 247Coders.AI 4 Rapid app development powered by AI & expertise. Website E-Mail www.247coders.ai info@247coders.ai

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