Update link (#4636)

billy-the-fish · web-flow · commit c2049b62b837 · 2026-01-13T10:10:00.000-05:00
* chore: update glossary internal links.

* chore: update link

* chore: inline links

* chore: inline links
diff --git a/about/whitepaper.md b/about/whitepaper.md
@@ -20,7 +20,9 @@ scalability while preserving $PG’s reliability and transactional guarantees.
 Want to read this whitepaper from the comfort of your own computer?
 
 <center>
-   <Tag type="download">[Tiger Data architecture for real-time analytics (PDF)](https://assets.timescale.com/docs/downloads/tigerdata-whitepaper.pdf)</Tag>
+
+Download the PDF: <Tag type="download">[Tiger Data architecture for real-time analytics][whitepaper_pdf]</Tag>
+
 </center>
 
 
@@ -470,4 +472,6 @@ even on massive datasets that combine current and historic data. Its cloud-nativ
 
 For developers, this means building high-performance, real-time analytics applications without sacrificing SQL compatibility, transactional guarantees, or operational simplicity.
 
-$CLOUD_LONG delivers the best of $PG, optimized for real-time analytics.
+$CLOUD_LONG delivers the best of $PG, optimized for real-time analytics.
+
+[whitepaper_pdf]: https://assets.timescale.com/docs/downloads/tigerdata-whitepaper.pdf
diff --git a/api/_hyperfunctions/asap_smooth.md b/api/_hyperfunctions/asap_smooth.md
@@ -14,7 +14,7 @@ hyperfunction:
   type: function
 api_details:
   summary: >
-    Downsample your data with the [ASAP smoothing algorithm][asap-smoothing-algorithm].
+    Downsample your data with the [ASAP smoothing algorithm](http://arxiv.org/pdf/1703.00983).
     This algorithm preserves the approximate shape and larger trends of the input data, while minimizing the local variance between points.
   signatures:
     - language: sql
@@ -41,7 +41,7 @@ api_details:
         description: >
           An object representing a series of values occurring at set intervals from a starting time.
           It can be unpacked with `unnest`.
-          For more information, see the documentation on [timevectors][timevectors].
+          For more information, see the documentation on [timevectors](/use-timescale/:currentVersion:/hyperfunctions/function-pipelines/#timevectors).
   examples:
     - description: >
         This example uses a table called `metrics`, with columns for `date` and `reading`. The columns contain measurements that have been accumulated over a large interval of time.
diff --git a/api/_hyperfunctions/compact_state_agg/duration_in.md b/api/_hyperfunctions/compact_state_agg/duration_in.md
@@ -54,7 +54,7 @@ api_details:
         `running` state.
 
         If you prefer to see the result in seconds,
-        [`EXTRACT`][extract]
+        [`EXTRACT`](https://www.postgresql.org/docs/current/functions-datetime.html#FUNCTIONS-DATETIME-EXTRACT)
         the epoch from the returned result.
       command:
         code: |
diff --git a/api/_hyperfunctions/compact_state_agg/interpolated_duration_in.md b/api/_hyperfunctions/compact_state_agg/interpolated_duration_in.md
@@ -63,7 +63,7 @@ api_details:
         for interpolation.
 
         If you prefer to see the result in seconds,
-        [`EXTRACT`][extract]
+        [`EXTRACT`](https://www.postgresql.org/docs/current/functions-datetime.html#FUNCTIONS-DATETIME-EXTRACT)
         the epoch from the returned result.
       command:
         code: |
diff --git a/api/_hyperfunctions/gp_lttb.md b/api/_hyperfunctions/gp_lttb.md
@@ -14,8 +14,8 @@ hyperfunction:
   type: function
 api_details:
   summary: |
-    Downsample your data with the [Largest Triangle Three Buckets algorithm][largest-triangle-three-buckets-algorithm], while preserving gaps in the underlying data.
-    This method is a specialization of the [LTTB][lttb] algorithm.
+    Downsample your data with the [Largest Triangle Three Buckets algorithm](https://github.com/sveinn-steinarsson/flot-downsample), while preserving gaps in the underlying data.
+    This method is a specialization of the [LTTB](/api/:currentVersion:/hyperfunctions/downsampling/#lttb) algorithm.
   signatures:
     - language: sql
       code: |
@@ -46,7 +46,7 @@ api_details:
         description: >
           An object representing a series of values occurring at set intervals from a starting time.
           It can be unpacked with `unnest`.
-          For more information, see the documentation on [timevectors][timevectors].
+          For more information, see the documentation on [timevectors](/use-timescale/:currentVersion:/hyperfunctions/function-pipelines/#timevectors).
   examples:
     - description: >
         This example uses a table with raw data generated as a sine wave, and removes a day from the middle of the data.
diff --git a/api/_hyperfunctions/lttb.md b/api/_hyperfunctions/lttb.md
@@ -14,7 +14,7 @@ hyperfunction:
   type: function
 api_details:
   summary: >
-    Downsample your data with the [Largest Triangle Three Buckets algorithm][largest-triangle-three-buckets-algorithm].
+    Downsample your data with the [Largest Triangle Three Buckets algorithm](https://github.com/sveinn-steinarsson/flot-downsample).
     This algorithm tries to retain visual similarity between the downsampled data and the original dataset.
   signatures:
     - language: sql
@@ -41,7 +41,7 @@ api_details:
         description: >
           An object representing a series of values occurring at set intervals from a starting time.
           It can be unpacked with `unnest`.
-          For more information, see the documentation on [timevectors][timevectors].
+          For more information, see the documentation on [timevectors](/use-timescale/:currentVersion:/hyperfunctions/function-pipelines/#timevectors).
   examples:
     - description: >
         This example uses a table with raw data generated as a sine wave.
diff --git a/api/_hyperfunctions/state_agg/duration_in.md b/api/_hyperfunctions/state_agg/duration_in.md
@@ -54,7 +54,7 @@ api_details:
         `running` state.
 
         If you prefer to see the result in seconds,
-        [`EXTRACT`][extract]
+        [`EXTRACT`](https://www.postgresql.org/docs/current/functions-datetime.html#FUNCTIONS-DATETIME-EXTRACT)
         the epoch from the returned result.
       command:
         code: |
diff --git a/api/_hyperfunctions/state_agg/interpolated_duration_in.md b/api/_hyperfunctions/state_agg/interpolated_duration_in.md
@@ -63,7 +63,7 @@ api_details:
         for interpolation.
 
         If you prefer to see the result in seconds,
-        [`EXTRACT`][extract]
+        [`EXTRACT`](https://www.postgresql.org/docs/current/functions-datetime.html#FUNCTIONS-DATETIME-EXTRACT)
         the epoch from the returned result.
       command:
         code: |
diff --git a/api/_hyperfunctions/state_agg/timeline_agg.md b/api/_hyperfunctions/state_agg/timeline_agg.md
@@ -17,7 +17,7 @@ hyperfunction:
 api_details:
   summary: >
     Aggregate state data into a state aggregate to track state transitions.
-    Unlike [`compact_state_agg`][compact_state_agg],
+    Unlike [`compact_state_agg`](/api/:currentVersion:/hyperfunctions/state-tracking/compact_state_agg/),
     which only stores durations, `state_agg` also stores the timestamps of
     state transitions.
   signatures:
