Indexing

6 items

Content-Addressable Storage — Deduplication , Indexing , Integrity and +1 more
Principles of content-addressable storage (CAS) and Merkle trees; focusing on cryptographic content hashing, sharding layouts, deduplication, and block-level verification.
Retrieval & RAG — Data-Pipelines , Embeddings , Indexing and +2 more
Operational principles for robust search retrieval and RAG pipelines; focusing on hybrid lexical-semantic retrieval techniques, long-term embedding model stability, automated ranking evaluation, and privacy-aware indexing.
Search & Retrieval Engine — Indexing , Machine-Learning , Monitoring and +2 more
A high-performance search and retrieval engine architecture designed for extensive document and media collections; strictly ensuring low-latency ranking and horizontally scalable inverted indexing.
Proximity Service for Maps — Caching , Databases , Geospatial and +1 more
An optimized system design for discovering nearby points of interest with ultra-low latency; deeply focusing on efficient spatial indexing via Geohashing, Quadtrees, and read-heavy caching tiers.
Grit — Extensibility , Indexing , Search-Algorithms and +1 more
A from‑scratch Git implementation in Rust; exploring content-addressable storage, plumbing/porcelain layering, and high-performance object caching.
Ragchain — Embeddings , Indexing , Machine-Learning and +2 more
A comprehensive local RAG stack (ChromaDB + Ollama) designed for strictly private, reproducible retrieval and LLM inference; heavily focusing on hybrid retrieval strategies and index versioning.