Merge pull request #18 from ravanscafi/main

Fix typo

docs/7-vector-search/9-filtering.mdx

@@ -4,7 +4,7 @@
 Extra activity, do it if you have extra time or are following at home, won't be covered during the hands-on Lab.
 :::
 
-One of the nice things about Vector Search in Atlas is its seamless integration with the MongDB ecosystem. For instance, to do a vector search we use an Aggregation Pipeline stage, and after searching we can project, limit our data, etc. But sometimes we want to filter _before_ running the semantic search. For that, we can use the optional `filter` property in `$vectorSearch`.
+One of the nice things about Vector Search in Atlas is its seamless integration with the MongoDB ecosystem. For instance, to do a vector search we use an Aggregation Pipeline stage, and after searching we can project, limit our data, etc. But sometimes we want to filter _before_ running the semantic search. For that, we can use the optinal `filter` property in `$vectorSearch`.
 
 ## Pre-filtering using number fields