Blog: Py Data

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From RSS to Insight: Building a Production‑Ready RAG System with the Stripe Blog Feed

When my data‑science team needed instant answers about Stripe’s latest product moves, we hit a wall: pulling the entire blog dump every time we ans…

How I Built an LLM Agent that Calculates Real‑Time Remittance Values for Nepal

Ever tried to tell a data‑science colleague, “I need to know how much NPR a family will receive if I send $500 today,” and watched them stare at a …

How I Added Adaptive Data Quality Checks to a DVC‑Managed RSS Pipeline

Ever pulled an RSS feed only to discover that a new “author” field appeared overnight, breaking every downstream notebook you wrote last week? I hi…

From Data to Deal: Building a Live Multi‑Agent LLM Trading System for NEPSE with TradingAgents

When I first wired my consensus‑driven LLM analyst to a spreadsheet, the biggest disappointment was watching the signal sit there, never reaching t…

Reproducible Pipelines at Scale: Versioning Data Artifacts with DVC in Production

Ever pulled a JSON feed in a DAG, only to discover that a downstream model broke because the upstream API added a field you never handled? I hit th…

Engineering Extensibility: Building a Production‑Ready Plugin Architecture in Python

Ever found yourself scrambling to add a new data‑source to a script that’s already a tangled mess of if‑else blocks? I hit that wall last month whi…

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