{
  "id": 16356423,
  "title": "How to Integrate SEC Filings into Your AI Agent",
  "url": "https://urgent.news/2026/10/24/how-to-integrate-sec-filings-into-your-ai-agent",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-24T18:19:36.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/valyuai/how-to-integrate-sec-filings-into-your-ai-agent-3nan"
  },
  "original_language": "en",
  "account": "To integrate SEC filings into an AI agent, you need to follow a specific workflow. First, determine the appropriate SEC filing form based on the question you want to answer. For example, if you want to know about supply-chain risks, you would look for a 10-K annual report. Next, you need to know the details of the filing, such as the form type, company name, reporting period, and filing date. In this case, Apple's fiscal 2024 10-K filing covers the year ended September 28, 2024 and was filed on November 1, 2024. The accession number for this filing is 0000320193-24-000123.\n\nOnce you have the necessary information, you can use the Valyu search tool to retrieve relevant SEC filings. Valyu returns the content along with source URLs, which you can then use to create a short research brief. This brief should include the retrieved passages and their corresponding source links. This way, a person reviewing the output can verify the information and make further investigations if needed. The agent should not attempt to assess the current risk exposure or provide investment recommendations. It should only summarize the evidence found in the SEC filings.",
  "summary": "Day 24 of 30 Days of Search. TL;DR To integrate SEC filings into your AI agent, give it a search tool that targets Valyu's valyu/valyu-sec-filings dataset, checks the returned filing identity, and passes source URLs alongside the retrieved text. Let the model summarize the evidence, but keep the original passages so someone can check its answer. We will build a small TypeScript agent that…",
  "key_points": [
    "Choose SEC filing form based on question, e.g., 10-K for supply-chain risks",
    "Apple's 2024 10-K filed Nov 1, 2024, accession number 0000320193-24-000123",
    "Use Valyu tool to retrieve filing content and source URLs for research brief"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}