Example 01 · a wireless and telecom engineering firm
Document Q&A on the firm's own server, with no GPU
- Model
- Qwen (open-weight) on Ollama, picked after a 6-task test
- Server
- A virtual machine on the firm's Proxmox server: 16 cores, 80 GB memory, no GPU
- Test index
- 3,279 files, 35,381 passages, extracted through the file store's sync app; read-only; embedded on the server
- Answers
- Numbered citations, about 1 to 2 minutes, through a test chat page