LlamaIndex Announces SEC Insights’ Open-Source RAG Application for Enhanced Financial Analysis
LlamaIndex has recently open-sourced its RAG application, secinsights.ai, following a successful launch on Product Hunt. Unlike conventional chat apps, SEC Insights' application offers enhanced features, enabling users to trace the LLM's reasoning process in formulating answers. Each answer is presented with its precise source, ensuring transparency. Designed for real-time functionality, the platform can handle queries directed at a single document or multiple ones concurrently.
Technically, secinsights.ai is powered by OpenAI’s gpt-3.5-turbo. It uses FastAPI and Postgres for backend operations, while the frontend is crafted with nextjs and tailwind, ensuring a fluid user experience. LlamaIndex's integration further expands its capabilities.