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Showing 1-5 of 5 posts

How to build an SEC filing agent without naive RAG: side-by-side diagram of chunk-based vector search vs filing-aware table-of-contents navigation with citation-backed retrieval.

How to Build an SEC Filing Agent Without Naive RAG

Build a navigation-first SEC agent that selects the right filing, inspects its TOC, reads exact sections, and returns passage-level citations.

development
Jul 7, 2026
SEC 10-K flat HTML sibling divs parsed into small titled sections for AI agents and LLMs

How to Parse SEC 10-K Filings Into Sections for AI Agents

Style-based parsing turns a 10-K into titled sections an agent can read. On NVIDIA’s FY2026 filing, 1,211 flat HTML blocks become 534 AlphaCreek nodes — including Our Businesses with a live citation URL.

development
Jul 3, 2026
Comparison of naive RAG, structured RAG, and navigation-based AI agents over SEC filings

SEC Filing AI: Naive RAG vs Structured RAG vs Navigation

Compare three retrieval architectures for 10-K and 10-Q agents. See where each fails—and why navigation-first retrieval produces verifiable answers.

development
May 21, 2026
Nvidia vs AMD gpu war

Nvidia vs AMD - how the latest release of GPUs will set the stage for AI

Comparing Nvidia vs AMD latest release of GPU. The ability for AMD to potentially carve out a sizeable portion of the AI data center market share.

development
Apr 21, 2026
Alphacreek claude MCP connector

Connect Claude to SEC Filings in 2 Minutes | AlphaCreek

Add AlphaCreek as a Claude custom connector—no code or CLI. Search 10-K and 10-Q filings with clickable source citations in under two minutes.

development
Apr 19, 2026