We realized that RAG technologies start breaking down at more than a few hundred pages of text. We also realized that enterprises need accurate answers. Therefore, we have designed an approach to RAG that combines search and filtering with RAG methods. From our search interface you can narrow down the documents that you need to chat with either with keywords or metadata values, and then chat with the resulting documents. AgileDD makes possible the use of commercial and very large LLM such as ChatGPT or Gemini only available on external APIs or opensource LLM as Mistral, Llama, Falcon or Bloom which can be installed locally and eventually locally fine-tuned.