Data & Analytics
ARCHITECTURE.md · 14 documents
🚀 Domain-First Autonomous Data Architecture
Describes a domain-first autonomous data architecture for GenAI that reduces token waste and preserves domain expertise through intent-based discovery and drift detection.
MetaAST-Enhanced Retrieval
Describes how MetaAST metadata boosts code search ranking, enables cross-language construct lookup, and expands queries with synonyms.
Provider Backlog: Terraform Provider Hyperping
Prioritises 35 backlog items for a Terraform provider, combining competitive analysis, API audits, and undocumented field discovery.
Data Dictionary and Semantic Layer for Tableau VizQL Data Service (VDS)
Defines JSON payload structure, endpoints, and query rules for LLMs to generate valid Tableau VizQL Data Service API requests.
PCB Design Sources for Industry-Scale Testing
Lists GitHub repos and communities where you can download real PCB designs for testing optimization at scale.
📚 Complete Analytics & Architecture Documentation Index
Indexes 9 analytics and architecture files for a retail sales performance project on Azure and Databricks, with navigation guides and a 5-day learning path.
Analytics Enhancement - Page-Level Tracking
Adds page-number tracking to project name reveal and download events, enabling page-level engagement analysis.
User Analytics System
Tracks unique users, sessions, and activity via a Node.js service with JSON file storage and REST API endpoints.
ELT Analytics & Data Pipeline - Recipe Chatbot
Defines a cost-effective ELT pipeline using DynamoDB, S3, Athena, and QuickSight to analyze recipe chatbot conversations.
TALI Project Map
Maps the TALI project's directory structure, core modules, configuration files, and quick links for navigation.
QuantTradeAI - LLM Agent Guide
Defines architecture, development workflow, and coding standards for a quantitative trading ML framework with ensemble models and backtesting.
Agentic RAG In This Project
Documents the agentic RAG pipeline, covering retrieval, entity extraction, tool planning, execution, and response synthesis with trace output.
Votação
Defines a backend voting system for cooperatives with REST API, session management, and external CPF validation.
ethskills-evals
Defines an eval suite that measures whether Ethereum knowledge skills improve AI model answers and detects when models no longer need them.