mongodb-search-and-ai

Guides users to select, build, optimize, and troubleshoot MongoDB lexical, vector, and hybrid search solutions.

When to use it

Use when users need text, semantic, hybrid, containment, substring, case-insensitive, multi-field, or variably filtered search.

Give it a search need; it inspects MongoDB, clarifies requirements, proposes an index and query, and creates the index after explicit approval.