Can you show me how to build a budget-friendly AI chatbot that connects to our product documentation database to answer user questions?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you show me how to build a budget-friendly AI chatbot that connects to our product documentation database to answer user questions?
3 real searches · 1 real-search pass
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
official documentation OpenAI API embeddings vector stores file search pricing 2026 Google ↗
Supabase pgvector documentation vector similarity search official Google ↗
FastAPI documentation deployment official Google ↗
- Developer documentation · developers.openai.com
- AI and vector database guide · supabase.com
- Python backend framework · fastapi.tiangolo.com
- pgvector: Embeddings and vector similarity · supabase.com
- AI semantic search · supabase.com
- Vector embeddings · developers.openai.com
- File search · developers.openai.com
- Retrieval · developers.openai.com
- Pricing · developers.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
official documentation OpenAI API embeddings vector stores file search pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Supabase pgvector documentation vector similarity search official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FastAPI documentation deployment official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |