pathwaycom/llm-app — reverse-engineered prompt

Build me a ready to run AI document search project like Pathway AI Pipelines. I want to point it at a folder first, then later Google Drive, SharePoint, S3, Kafka, PostgreSQL, or an API, and have it stay in sync when files are added, edited, or deleted. Users should be able to ask questions in a simple web UI or through an HTTP API and get answers from PDFs, DOCX files, slides, and other company documents, with sources when possible.

Please include starter templates for a basic document Q&A app, a live document index that other apps can call, a private local version using Ollama and Mistral, a multimodal option for PDFs with charts and tables using GPT 4o, and an example that turns financial PDFs into SQL for questions. Make it easy to run locally with Docker and clear setup instructions. Use built in indexing, search, caching, and sensible defaults so I don’t have to wire together lots of services. Look up current docs online if needed.