Looking for the cheapest way to deploy private language models on premise without breaking our monthly tech stack budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the cheapest way to deploy private language models on premise without breaking our monthly tech stack budget
2 real searches · 1 real-search pass
Ollama official documentation local models GPU support quantization vLLM documentation hardware requirements llama.cpp 2026Google ↗
OBSERVEDOther / navigational
open source self hosted LLM inference stack Ollama Open WebUI vLLM llama.cpp official docs security on premiseGoogle ↗
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)
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
Ollama official documentation local models GPU support quantization vLLM documentation hardware requirements llama.cpp 2026 Google ↗
open source self hosted LLM inference stack Ollama Open WebUI vLLM llama.cpp official docs security on premise Google ↗
- Ollama · ollama.com
- Open WebUI · openwebui.com
- Qdrant · qdrant.tech
- Grafana · grafana.com
- GPU · ollama.readthedocs.io
- ollama/docs/gpu.mdx at main · ollama/ollama · github.com
- Connect Local and Cloud Models / Open WebUI · docs.openwebui.com
- Improved performance and model support with GGUF · ollama.com
- Model downloads · huggingface.co
- Gemma models · ai.google.dev
- Llama models · llama.com
- Hardening Open WebUI / Open WebUI · docs.openwebui.com
- Security / Open WebUI · docs.openwebui.com
- Deploying Open WebUI / Open WebUI · docs.openwebui.com
- Local LLM runtime (Ollama, llama.cpp, vLLM) · magpie.apache.org
- Inference engines · docs.docker.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ollama official documentation local models GPU support quantization vLLM documentation hardware requirements llama.cpp 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
open source self hosted LLM inference stack Ollama Open WebUI vLLM llama.cpp official docs security on premise OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |