Documentation

Technical documentation for the autonomous agentic system that powers Aimee AI Tools Knowledge Base

Available Documentation

Agentic System ⭐

How our autonomous AI agents work together to discover and organize tools

System Architecture

Interactive diagrams showing system components and data flow

API Reference

Complete task-oriented API documentation with examples

How Aimee Works Behind The Scenes

Ever wondered how Aimee finds and organizes AI tools so perfectly using autonomous agents and intelligent pipelines? Here's the complete story!

System Overview

Think of this like a modern AI-powered factory - autonomous agents work together with background processing pipelines and intelligent job queues!

Data Sources

Replit App

Wizard Tools

NoWork.ai

Resources

GitHub

Awesome Lists

Netlify

Ecosystem

Custom URLs

User Input

↓

Intelligent Scraping

UnifiedAgent

Orchestrates Scraping

Crawlee + Puppeteer

Primary Scraper

FIRE-1 Agent

Structure Extraction

Deduplication

Duplicate Detection

↓

Enhancement Queue System

BullMQ

Job Queue

Redis

Queue Backend

Workers

Background Processing

AI Enhancement

GPT-4o + Claude

Smart Ranking

LLM-Based Ranking

↓

Storage & Database

PostgreSQL

Main Database

pgvector

Vector Embeddings

Drizzle ORM

Type-Safe Queries

Cache

Ranking & Metrics

↓

Next.js Application

API Routes

REST Endpoints

Tools Interface

Search & Browse

Admin Dashboard

Management UI

Ranking Manager

Manual Control

AI
Agent Framework

LangGraph

Multi-Agent

State Management

Error Recovery

Real-time Status

Q
Job Processing

BullMQ

Redis Backend

Background Workers

Job Retry

Priority Queues

AI
AI Services

GPT-4o

Content Analysis

GPT-4o-mini

Enhancement