Real ChatGPT answer · index seedtfNAO3tXS20completeB2B software · AI and automation toolsinformational
What is the cheapest way to train a custom internal chatbot on our company PDFs without paying monthly subscription fees to a third-party wrapper?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to train a custom internal chatbot on our company PDFs without paying monthly subscription fees to a third-party wrapper?
3 real searches · 1 real-search pass
Ollama Open WebUI document knowledge RAG self hosted official documentation 2026Google ↗
OBSERVEDOther / navigational
Open WebUI knowledge documents RAG citations user permissions official docsGoogle ↗
OBSERVEDOther / navigational
Docling PDF parsing tables OCR official documentationGoogle ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Ollama Open WebUI document knowledge RAG self hosted official documentation 2026 Google ↗
Open WebUI knowledge documents RAG citations user permissions official docs Google ↗
Docling PDF parsing tables OCR official documentation Google ↗
- Ollama website · ollama.com
- Open WebUI website · openwebui.com
- Qdrant website · qdrant.tech
- Docling GitHub · github.com
- Retrieval Augmented Generation (RAG) / Open WebUI · docs.openwebui.com
- Knowledge Bases and Document Chat / Open WebUI · docs.openwebui.com
- Home / Open WebUI · docs.openwebui.com
- Download Ollama · ollama.com
- Ollama's model library · ollama.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ollama Open WebUI document knowledge RAG self hosted official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Open WebUI knowledge documents RAG citations user permissions official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Docling PDF parsing tables OCR official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |