Real ChatGPT answer · index seed0OEVGcYeJC8completeB2B software · AI and automation toolscommercial

we want to deploy a private language model on premise to keep our data secure without paying enterprise licensing fees

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
we want to deploy a private language model on premise to keep our data secure without paying enterprise licensing fees
2 real searches · 1 real-search pass
2026 open-weight language models commercial use license on-premise Llama Qwen Mistral Gemma official licensingGoogle ↗
OBSERVEDComparison
Ollama vLLM Open WebUI self-hosted official documentation deploymentGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 open-weight language models commercial use license on-premise Llama Qwen Mistral Gemma official licensing Google ↗
Ollama vLLM Open WebUI self-hosted official documentation deployment Google ↗
  1. Qwen model collection · huggingface.co
  2. Mistral model collection · huggingface.co
  3. Llama official website · llama.com
  4. Ollama · ollama.com
  5. vLLM · docs.vllm.ai
  6. Open WebUI · docs.openwebui.com
  7. pgvector · github.com
  8. Open WebUI · docs.vllm.ai

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 open-weight language models commercial use license on-premise Llama Qwen Mistral Gemma official licensing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ollama vLLM Open WebUI self-hosted official documentation deployment
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1