zhiqiang-hhhh opened a new pull request, #3467:
URL: https://github.com/apache/doris-website/pull/3467

   ## Summary
   This PR fixes multiple documentation inconsistencies in the vector-search 
docs around ANN `index_type` capability and parameter guidance.
   
   ## Problem
   The overview pages previously stated that `index_type` only supported 
`hnsw`, while Doris already supports both `hnsw` and `ivf`. This could mislead 
users when choosing index algorithms.
   
   There were also related clarity issues:
   - `overview` parameter tables did not include IVF's key parameter `nlist`.
   - Chinese overview pages used `metric` in one bullet while table/schema use 
`metric_type`.
   - Two English page titles had a typo: `Apaceh`.
   
   ## Changes
   - Updated `index_type` support wording to `hnsw` + `ivf` in:
     - `docs/ai/vector-search/overview.md`
     - `versioned_docs/version-4.x/ai/vector-search/overview.md`
     - 
`i18n/zh-CN/docusaurus-plugin-content-docs/current/ai/vector-search/overview.md`
     - 
`i18n/zh-CN/docusaurus-plugin-content-docs/version-4.x/ai/vector-search/overview.md`
   - Added `nlist` row (IVF-specific, default `1024`) to the same overview 
parameter tables.
   - Fixed Chinese bullet `metric` -> `metric_type` in current/4.x overview 
pages.
   - Fixed title typo `Apaceh` -> `Apache` in:
     - `docs/ai/vector-search/ivf.md`
     - `docs/ai/vector-search/hnsw.md`
   
   ## User Impact
   Users now get consistent and accurate ANN capability docs, clearer IVF 
parameter guidance from overview pages, and aligned EN/ZH terminology.
   
   ## Validation
   - Verified diffs are limited to the six targeted documentation files.
   - Re-scanned vector-search docs to confirm no remaining "only HNSW" wording 
in overview capability descriptions.
   


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