Building a Pure Python HNSW Vector Index with Disk Persistence
Learn to implement a hierarchical navigable small world graph from scratch in Python, with persistence and incremental updates, to impress hiring managers.
Python
Dynamic Sliding-Window Context Manager for LLM Prompt Histories
A hands‑on guide to building a production‑ready context manager that automatically trims prompt histories using attention‑weighted saliency, keeping your LLM prompts within any context window.
Building a Minimal Time-Series Database with Gorilla Compression
A hands-on guide to implementing a minimal time-series database with Gorilla compression, including architecture, code, testing, and production extensions.
Build a Pure‑Python Mixture‑of‑Experts Router from Scratch
This guide walks you through building a pure‑Python Mixture‑of‑Experts router from scratch. The result is a runnable project you can showcase on any CV.
Building a Pure‑Python Block‑Sparse Sliding‑Window Attention (Longformer‑Style)
Implement block‑sparse sliding‑window attention in pure Python to handle long sequences efficiently, mirroring Longformer’s design.