AIonifier
Platform Architecture & Tech Stack
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AIonifier Suite
→ Multi-Layer · Multi-Agent · Multi-Domain Platform Architecture →
Serper Web Scraper Tool
Relational SQL DB (Neon PostgreSQL)
Vector DB (ChromaDB)
No dedicated data store
AIonifier UI
Main Portal
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Presen-
tation
Layer
Smart Grad UI
Academic Advisory
Smart Attorney UI
Legal Advisory
Bank CRM UI
CRM Advisory
HIV Guideline UI
Clinical Guidelines
MyCv Assistant UI
CV & Recruitment
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Agent /
Service
Layer
Smart Grad Agents
CrewAI Pipeline
Attorney Agents
CrewAI Pipeline
Bank CRM Agents
9-Agent + MegaCrew
HIV Guideline Agents
CrewAI Pipeline
MyCv Agents
CrewAI Pipeline
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Tool /
Pipeline
Layer
Web Scraper
Serper Tool
Live web search
Web Scraper
Serper Tool
Live web search
MCP RAG Server
Customer Charter
MCP RAG Server
Bank Tariffs
MCP RAG Server
HIV Guidelines PDF
MCP RAG Server
My CV Docs
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Data
Storage
Layer
Live Web
No local store
Live Web
No local store
SQL · Relational
CRM Relational DB
Neon PostgreSQL · 14 tables
Chroma Vector DB
Charter PDF Chunks
Chroma Vector DB
HIV PDF Chunks
Chroma Vector DB
CV PDF Chunks
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Infra-
structure
Lane
Serper API
Web Scraping
GitHub Actions
CI/CD Deploy
Neon Postgres SQL
Relational Database
Heroku
Space Hosting
OpenAI API
LLM Backbone
Dev Environment
VS Code · Netbeans · Git
5 Live Assistants
Each independently deployed on HuggingFace Spaces.
RAG + Web + SQL
Three data strategies — vector, relational & live web search.
Re-evaluate & Iterate
V2 crew configs + hybrid routing improve accuracy over time.
Multi-Domain Coverage
Law, health, banking, education & recruitment — one platform.
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