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How I Built a Multi‑Agent LLM Trading Bot for NEPSE – From Live Ingestion to Execution

When I tried to automate my own NEPSE swing‑trades, I kept hitting the same wall: a single script that scraped prices, generated a signal, and plac…

Orchestrating LLM Consensus: Building a Multi‑Agent Pipeline to Synthesize Simulated Financial News

Ever stared at a dozen headlines, analyst quotes, and blog posts and wondered how a single, trustworthy trading signal could emerge without you man…

From PDFs to a Queryable Knowledge Graph: FastAPI + Graphify for Nepal’s Financial Reports

Have you ever found yourself manually copying tables and financial facts from dense PDF annual reports or prospectuses into a spreadsheet? It’s a f…

Beyond the AI Hype: Engineering Resilient Financial Agent Workflows for the Nepal Stock Exchange (NEPSE)

If you have ever deployed an LLM agent to fetch live financial disclosures or corporate filings, you already know the sinking feeling of watching a…

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