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As a exercise of "multi-agent" architecture I've picked three companies in technology sector: AMD, NVidia and Intel. For each company I downloaded the latest fiscal release as PDF.
The user input is company name for which I retrieved all companies from local database based on the same sector. For each company I asked LLM to get summary based on RAG architecture. On each summary I asked for revenue value (but it may be generally some type of questionnaire).