Alpesh Kumar
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Author: Alpesh Kumar

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Contextual Retrieval: Anthropic’s Approach to Reducing RAG Retrieval Failures — an abstract knowledge-retrieval scene shows incomplete document fragments gaining contextual metadata before semantic and keyword paths converge on a focused result, representing how added context reduces RAG retrieval failures.
Software Architecture

Contextual Retrieval: Anthropic’s Approach to Reducing RAG Retrieval Failures

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TurboVec: What This Rust Vector Index Is and How to Evaluate It — a dark technical illustration shows a glowing field of connected vector points compressing into an organized geometric index as a bright query path selects nearby vectors, representing evaluation of compressed vector retrieval.
Artificial Intelligence, Python

TurboVec: What This Rust Vector Index Is and How to Evaluate It

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Multi-Agent Systems: Your Guided Learning Path — a visible connected route through distinct AI-workflow stations, guardrails, and a human-reviewed destination represents the article’s structured learning path from foundations to responsible decisions.
AI Agents

Multi-Agent Systems: Your Guided Learning Path

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Clean Architecture: Where SOLID, DDD and Event-Driven Systems Fit — a layered architectural illustration shows a protected business-rule core, modular domain rings, outward event particles, and separate database, API and messaging infrastructure to represent inward dependencies and decoupled follow-up work.
Software Architecture

Clean Architecture: Where SOLID, DDD and Event-Driven Systems Fit

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Recent Posts

  • JSONL Explained: The One-Line Format That Makes Data Pipelines Easier
  • HNSW Vector Search Explained: The Shortcut Graph Behind Fast Retrieval
  • How Jev Works: The Parallel Decision Model That Skips Token-by-Token JSON
  • The Collatz Conjecture: The Simple Rule No One Can Prove
  • Games Made With Astra: 7 AI Game Experiments and Lessons for Developers

Categories

  • AI Agents (14)
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  • LangGraph (8)
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  • Mathematics (1)
  • NASA (1)
  • Photography (1)
  • Python (7)
  • Self-Hosting (1)
  • Software Architecture (16)
  • System Design (4)

Tags

AI AI Agents AI agent security AI Architecture AI automation AI Coding Agents AI Game Development AI performance AI Security AI System Design Algorithms Anthropic API Design Architecture Artificial Intelligence Astra Bias-Variance Trade-off Classification Claude design Developer Tools Distributed Systems Embeddings Federated Learning Gemma Google AI GPT-6 Astra LangGraph LLM Lumiere Machine Learning Multi-agent Nomic OpenAI Python RAG Real-Time Systems Redis Retrieval-Augmented Generation Software Engineering Sora System Architecture Text-to-Video Underfitting Workflow Automation

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