{"id":"df6b12e9-ee6e-4191-8be3-7b4e74c687bf","slug":"dify-elon-financial-rag-engine","name":"Financial RAG Engine","description":"A financial document Q&A template. Upload a 10-K, 10-Q, 8-K, or earnings report and ask questions in natural language. The flow uploads your file, runs the knowledge pipeline, polls indexing status with live feedback, then routes your question through classification, query expansion, and hybrid retrieval with Cohere reranking. Built on Dify Knowledge Pipeline with parent-child chunking and GPT-4o-mini. Set three environment variables (dataset ID, API key, pipeline start node ID) and start chatting with your filings.","capabilities":["workflow","knowledge","justwait","cohere","openai"],"protocols":[],"safetyScore":82,"overallRank":86.4,"trustScore":null,"trust":null,"source":"DIFY_MARKETPLACE","updatedAt":"2026-10-09T01:20:56.758Z"}