We need to improve our vector search accuracy for a legal tech app so what are the top optimization strategies today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to improve our vector search accuracy for a legal tech app so what are the top optimization strategies today?
3 real searches · 1 real-search pass
latest vector search retrieval techniques hybrid search reranking embedding models 2026 legal technologyGoogle ↗
OBSERVED
2026 vector search retrieval optimization legal RAG hybrid search reranking evaluation embeddings official documentationGoogle ↗
OBSERVED
legal RAG retrieval benchmark legal document retrieval chunking reranking citations 2025 2026Google ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
latest vector search retrieval techniques hybrid search reranking embedding models 2026 legal technology Google ↗
2026 vector search retrieval optimization legal RAG hybrid search reranking evaluation embeddings official documentation Google ↗
legal RAG retrieval benchmark legal document retrieval chunking reranking citations 2025 2026 Google ↗
- Create a Hybrid Query - Azure AI Search · learn.microsoft.com
- Hybrid Search Overview - Azure AI Search · learn.microsoft.com
- Introducing Legal RAG Bench · huggingface.co
- Legal RAG Bench: an end-to-end benchmark for legal RAG · arxiv.org
- architecture-center/docs/ai-ml/guide/rag/rag-information-retrieval.md at main · MicrosoftDocs/architecture-center · github.com
- How to Evaluate Production RAG: Keyword, Vector, SQL, and Hybrid Retrieval · blogs.oracle.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
latest vector search retrieval techniques hybrid search reranking embedding models 2026 legal technology OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 vector search retrieval optimization legal RAG hybrid search reranking evaluation embeddings official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
legal RAG retrieval benchmark legal document retrieval chunking reranking citations 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |