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

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 context-aware code completions. The presentation also highlights the use of React and Next.js for the frontend, MongoDB and PostgreSQL for data storage, and AI agent orchestration with LangChain and AutoGen for complex coding tasks.

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
Sophisticated coding
assistant built for speed and
accuracy
Modern Infrastructure
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
Responsive, intuitive web
interface
Real-time Interaction
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&
Uptime
Prometheus &
Grafana monitoring
<50&
Response Time
Redis caching & CDN
optimization
0
Downtime
GitHub Actions CI/CD
automation
Real-time alerting and global edge caching ensure peak performance

10. Why This Architecture Matters
Unmatched Speed
Cutting-edge AI with robust
cloud infrastructure
Infinite Scale
Modular design supports rapid
growth and feature
development
Global Impact
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 [email protected]