fix typos
diff --git a/asterix-doc/src/site/markdown/aql/manual.md b/asterix-doc/src/site/markdown/aql/manual.md
index dbb2b25..f1c3fbd 100644
--- a/asterix-doc/src/site/markdown/aql/manual.md
+++ b/asterix-doc/src/site/markdown/aql/manual.md
@@ -601,7 +601,7 @@
The following example creates an rtree index called fbSenderLocIdx on the sender-location field of the FacebookMessages dataset.
This index can be useful for accelerating queries that use the
[`spatial-intersect` function](functions.html#spatial-intersect) in a predicate involving the
-sender-loction field.
+sender-location field.
##### Example
@@ -616,7 +616,7 @@
create index fbUserIdx on FacebookUsers(name) type ngram(3);
The following example creates a keyword index called fbMessageIdx on the message field of the FacebookMessages dataset.
-This keyword index can be used to optimize queries with token-based similarity predicate on the message field.
+This keyword index can be used to optimize queries with token-based similarity predicates on the message field.
For details refer to the [document on similarity queries](similarity.html#Keyword_Index).
##### Example