All on-device / VPS-local · Ollama embeddings if available else TF-IDF · no cloud LLM required
FinResearch
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Item 1A. Risk Factors. Our revenue depends on consumer demand for consumer electronics. Supply chain disruptions in Asia may increase costs. We face competition from larger platforms. Climate-related regulation could increase compliance expenses. Cybersecurity incidents may expose customer data and harm reputation. Foreign currency fluctuations affect international sales.
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