#rag — HitReader

developer tools Oct 18, 2026 5 min read

DeepSeek Search and Fetch: Live Web Data at $0.75 per 1,000 Requests

DeepSeek’s Search and Fetch APIs give agents a direct way to find live web pages and retrieve clean Markdown for RAG workflows. This guide walks through the request flow, Python integration, billing rules, rate limits, and the practical safeguards that make web retrieval reliable.

by ahsan

#ai agents #apis #deepseek #rag #web search

ai governance & automation Jul 22, 2026 6 min read

Build an “Executive Decision Engine” (Without the Fantasy)

CEO pay and workforce “efficiency” stories often don’t match the math. This post explains how to engineer an auditable executive decision engine: an AI agent with RAG, planning, policy constraints, simulation, and human approvals—so leadership decisions become testable systems, not black-box discretion.

by ahsan

#ai agents #decision automation #governance #productivity #rag