Technical Documentation Index

This is the index of technical documentation for the Thinvent public website. These articles explain how the system works from a developer's perspective, while protecting internal implementation details.

The Big Picture

The Website, Drawn as a Board - A visual map of the entire system: product core, SEO factory, ads robot, tracking loop, livechat AI, CRM, checkout and every integration

SEO Pipeline & Search

SEO Pipeline Overview - Complete 11-step pipeline architecture
Source Data Embedding - Embedding products, parts, and articles (Step 0)
Query Fetching - Gathering queries from 5 sources (Step 1)
Query Embedding - Converting queries to vectors (Step 3b)
Query Clustering - All-to-all similarity clustering (Step 5)
Phrase-to-Filter Mappings - Generating filter rules (Steps 3a & 4)
Filter Extraction - Extracting filters from queries
Product Matching - Matching queries to products (Step 6)
Related Searches - Three-tier semantic matching (Step 8b)
Embedding Strategy - Why all-mpnet-base-v2
Incremental Processing - Fast pipeline updates
Storage Strategy - Valkey vs JSON vs NumPy
Search Service Architecture - Standalone Flask app with Valkey

Product & SKU Architecture

SKU Structure - Hyphen-separated component architecture
SKU productdb - Single source of truth for products
Feature Extraction - Recursive aggregation from SKU
Product & SKU Architecture - Structured configuration system
Product Pages & Datasheets - Dynamic assembly from multiple sources

Page Types & Content

Page Types - Query vs search vs product pages
Query Page Generation - From search data to SEO-optimized pages
URL Structure - Clean and SEO-friendly paths
AI Content Generation - DeepSeek for descriptions
Datasheet Generation - On-demand and batch PDF creation
AI in the System - Multi-provider AI strategy

Translation & Localization

Translation System - Three-technology hybrid
Language Detection - Dynamic multilingual support
Translation Queue - Batch processing system

Infrastructure & Architecture

Infrastructure Overview - Complete technology stack
Multi-Server Architecture - Separation of concerns
Deployment Architecture - Zero-downtime production system
CDN Caching - CloudFront distribution strategy
Caching Strategy - Multi-layer performance optimization
Global Constants - Centralized configuration
Static Asset Management - CDN delivery with cache busting
Image & Media Management - S3 storage with CDN delivery
Security Considerations - Defense-in-depth strategy

Dynamic Features

Currency Conversion - 10 currencies, real-time rates
Analytics Tracking - Privacy-first event collection
Contact Tracking - From click to conversion

E-Commerce

Cart & Checkout - Quote-based B2B flow

उत्पादने

लोकप्रिय शोध आणि ब्लॉग