Virtual Event

Stock Research Agent

with SEC API and Weaviate RAG

If you’ve ever tried to sift through SEC filings by hand, you know it can be tedious. In this session, we’ll walk you through how to build a stock‑research agent that automates the grunt work—fetching filings, summarizing them in plain English and storing them for future questions.

We’ll assemble an Appsmith app connected to the SEC API to pull real‑time filings, then push those documents into Weaviate—an open‑source vector database that stores both data objects and their vector embeddings. Because Weaviate supports semantic and hybrid search and serves as a backend for retrieval‑augmented generation (RAG), you’ll be able to ask natural‑language questions about your filings and get context‑aware answers.