Real ChatGPT answer · index seed05yvSVx9iCMcompleteB2B software · AI and automation toolsinformational
What is hybrid search, and how does combining keyword search with vector search accuracy improve document retrieval for my team?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is hybrid search, and how does combining keyword search with vector search accuracy improve document retrieval for my team?
2 real searches · 1 real-search pass
hybrid search keyword vector search reciprocal rank fusion documentation Elasticsearch Azure AI SearchGoogle ↗
OBSERVEDOther / navigational
hybrid search keyword vector search reciprocal rank fusion documentation Azure AI Search Elasticsearch relevance BM25 semantic retrievalGoogle ↗
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
hybrid search keyword vector search reciprocal rank fusion documentation Elasticsearch Azure AI Search Google ↗
hybrid search keyword vector search reciprocal rank fusion documentation Azure AI Search Elasticsearch relevance BM25 semantic retrieval Google ↗
- Hybrid Search Overview - Azure AI Search · learn.microsoft.com
- Hybrid Search Scoring (RRF) - Azure AI Search · learn.microsoft.com
- Hybrid search · elastic.co
- Hybrid search with Elasticsearch · elastic.co
- Hybrid search · developers.cloudflare.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
hybrid search keyword vector search reciprocal rank fusion documentation Elasticsearch Azure AI Search OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
hybrid search keyword vector search reciprocal rank fusion documentation Azure AI Search Elasticsearch relevance BM25 semantic retrieval OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |