chore: codebase audit and fixes (ruff, mypy, pytest)

Fix codebase issues: linting, types, tests, and security.

fix: all 15 bugs + full agentic RAG pipeline in HF Space

feat: production upgrade — agentic RAG, OpenSearch, Redis, Langfuse, Docker, Gradio, Telegram