A three-step build method based on llmware:
- Knowledge base building: By
Library.add_files()
Import policy manuals, process documents, etc., supporting multiple formats such as PDF/web pages. - Model Selection: The Q&A scenario recommends the BLING-3B or dragon-yi-6b-gguf model by
Prompt.load_model()
(of cargo etc) load - user interface integration: Reuse Example
invoice_ui.py
Transform into a Q&A interface or interface to an existing system via API. Typical deployment can be completed in 2 days, supporting simultaneous response to 50+ concurrent queries
This answer comes from the articlellmware: an open source framework for rapidly building enterprise-class RAG applicationsThe