pingcap · ti-chi-bot · May 14, 2026 · May 13, 2026 · May 13, 2026 · May 13, 2026
diff --git a/ai/concepts/vector-search-overview.md b/ai/concepts/vector-search-overview.md
@@ -72,3 +72,9 @@ To get started with TiDB Vector Search, see the following documents:
 
 - [Get started with vector search using Python](/ai/quickstart-via-python.md)
 - [Get started with vector search using SQL](/ai/quickstart-via-sql.md)
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="What is a Context Platform? A New Pattern for AI Agents in Production" type="blog" link="https://www.pingcap.com/blog/ai-application-data-layer-context-platform/" imgSrc="https://static.pingcap.com/files/2026/05/08140846/Copy-of-Blog-Feature-2.png" author="Li Shen" date="2026-05-07" />
+</RelatedResources>
diff --git a/br/backup-and-restore-overview.md b/br/backup-and-restore-overview.md
@@ -177,3 +177,9 @@ The following table lists the compatibility matrix for log backups. Note that al
 - [TiDB Snapshot Backup and Restore Guide](/br/br-snapshot-guide.md)
 - [TiDB Log Backup and PITR Guide](/br/br-pitr-guide.md)
 - [Backup Storages](/br/backup-and-restore-storages.md)
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Admin Lab 8: Performing Backup and Restore" type="lab" link="https://labs.tidb.io/labs/dba_303_lab_ff7" imgSrc="https://lab-static.pingcap.com/quick-demo/dba_303_ch09_en.png" duration="60 mins" />
+</RelatedResources>
diff --git a/choose-index.md b/choose-index.md
@@ -687,3 +687,9 @@ mysql> SHOW WARNINGS;  -- cannot hit plan cache since the JSON_CONTAINS predicat
 +---------+------+-------------------------------------------------------------------------------------------------------+
 1 row in set (0.01 sec)
 ```
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB SQL Tuning Lab 1: Clustered and Non-Clustered Indexes" type="lab" link="https://labs.tidb.io/labs/dba_307_lab_ff0" imgSrc="https://lab-static.pingcap.com/quick-demo/307-01.png" duration="90 mins" />
+</RelatedResources>
diff --git a/clustered-indexes.md b/clustered-indexes.md
@@ -215,3 +215,9 @@ The attribute [`AUTO_RANDOM`](/auto-random.md) can only be used on clustered ind
 mysql> create table t (a bigint primary key nonclustered auto_random);
 ERROR 8216 (HY000): Invalid auto random: column a is not the integer primary key, or the primary key is nonclustered
 ```
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB SQL Tuning Lab 1: Clustered and Non-Clustered Indexes" type="lab" link="https://labs.tidb.io/labs/dba_307_lab_ff0" imgSrc="https://lab-static.pingcap.com/quick-demo/307-01.png" duration="90 mins" />
+</RelatedResources>
diff --git a/dm/migrate-data-using-dm.md b/dm/migrate-data-using-dm.md
@@ -188,3 +188,9 @@ While the DM cluster is running, DM-master, DM-worker, and dmctl output the moni
 
 - DM-master log directory: It is specified by the `--log-file` DM-master process parameter. If DM is deployed using TiUP, the log directory is `{log_dir}` in the DM-master node.
 - DM-worker log directory: It is specified by the `--log-file` DM-worker process parameter. If DM is deployed using TiUP, the log directory is `{log_dir}` in the DM-worker node.
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Admin Lab 10: Migrating Data Using TiDB Data Migration" type="lab" link="https://labs.tidb.io/labs/dba_303_lab_ff9" imgSrc="https://lab-static.pingcap.com/quick-demo/dba_303_ch11_en.png" duration="60 mins" />
+</RelatedResources>
diff --git a/dumpling-overview.md b/dumpling-overview.md
@@ -450,3 +450,9 @@ In addition to output data files, you can define `--output-filename-template` to
 | view | `{{fn .DB}}.{{fn .Table}}-schema-view` |
 
 For example, using `--output-filename-template '{{define "table"}}{{fn .Table}}.$schema{{end}}{{define "data"}}{{fn .Table}}.{{printf "%09d" .Index}}{{end}}'`, Dumpling will write the schema of the table `db.tbl:normal` into a file named `tbl%3Anormal.$schema.sql`, and write the data into files `tbl%3Anormal.000000000.sql`, `tbl%3Anormal.000000001.sql`, and so on.
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Admin Lab 7: Exporting Data Using Dumpling" type="lab" link="https://labs.tidb.io/labs/dba_303_lab_ff6" imgSrc="https://lab-static.pingcap.com/quick-demo/dba_303_ch08_en.png" duration="60 mins" />
+</RelatedResources>
diff --git a/get-started-with-tidb-lightning.md b/get-started-with-tidb-lightning.md
@@ -113,3 +113,9 @@ If any error occurs, refer to [TiDB Lightning FAQs](/tidb-lightning/tidb-lightni
 This tutorial briefly introduces what TiDB Lightning is and how to quickly deploy a TiDB Lightning cluster to import full backup data to the TiDB cluster.
 
 For detailed features and usage about TiDB Lightning, refer to [TiDB Lightning Overview](/tidb-lightning/tidb-lightning-overview.md).
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Admin Lab 6: Importing Data into TiDB Using TiDB Lightning" type="lab" link="https://labs.tidb.io/labs/dba_303_lab_ff5" imgSrc="https://lab-static.pingcap.com/quick-demo/dba_303_ch07_en.png" duration="60 mins" />
+</RelatedResources>
diff --git a/integration-overview.md b/integration-overview.md
@@ -13,4 +13,10 @@ You can use TiCDC to replicate incremental data from TiDB to Confluent Cloud, an
 
 ## Integrate with Apache Kafka and Apache Flink
 
-You can use TiCDC to replicate incremental data from TiDB to Apache Kafka, and consume the data using Apache Flink. For details, see [Integrate with Apache Kafka and Apache Flink](/replicate-data-to-kafka.md).
+You can use TiCDC to replicate incremental data from TiDB to Apache Kafka, and consume the data using Apache Flink. For details, see [Integrate with Apache Kafka and Apache Flink](/replicate-data-to-kafka.md).
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="How to Replicate TiDB to a Mirrored Database in Microsoft Fabric with TiCDC" type="blog" link="https://www.pingcap.com/blog/replicate-tidb-mirrored-database-microsoft-fabric-ticdc/" imgSrc="https://static.pingcap.com/files/2025/10/27043237/20251027-170225.png" author="Guanglei Bao, Jasper Hu, Brian Foster" date="2025-10-27" />
+</RelatedResources>
diff --git a/overview.md b/overview.md
@@ -67,3 +67,9 @@ The following video introduces key features of TiDB.
 - [TiDB Storage](/tidb-storage.md)
 - [TiDB Computing](/tidb-computing.md)
 - [TiDB Scheduling](/tidb-scheduling.md)
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="Why #TiDB?" type="video" link="https://www.youtube.com/watch?v=aWBNNPm21zg" imgSrc="https://i.ytimg.com/vi/aWBNNPm21zg/hqdefault.jpg" author="PingCAP" duration="2 mins" />
+</RelatedResources>
diff --git a/partitioned-table.md b/partitioned-table.md
@@ -2102,3 +2102,9 @@ Currently, `static` pruning mode does not support plan cache for both prepared a
     SET session tidb_partition_prune_mode = dynamic;
     source gatherGlobalStats.sql
     ```
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB SQL Tuning Lab 2: Partitioned Tables" type="lab" link="https://labs.tidb.io/labs/dba_307_lab_ff1" imgSrc="https://lab-static.pingcap.com/quick-demo/307-02.png" duration="90 mins" />
+</RelatedResources>
diff --git a/production-deployment-using-tiup.md b/production-deployment-using-tiup.md
@@ -398,3 +398,9 @@ If you have deployed [TiCDC](/ticdc/ticdc-overview.md) along with the TiDB clust
 - [TiCDC FAQs](/ticdc/ticdc-faq.md)
 
 If you want to scale out or scale in your TiDB cluster without interrupting the online services, see [Scale a TiDB Cluster Using TiUP](/scale-tidb-using-tiup.md).
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Admin Lab 1: Deploying a TiDB Cluster Using TiUP" type="lab" link="https://labs.tidb.io/labs/dba_303_lab_ff0" imgSrc="https://lab-static.pingcap.com/quick-demo/dba_303_ch01_en.png" duration="60 mins" />
+</RelatedResources>
diff --git a/releases/release-8.5.0.md b/releases/release-8.5.0.md
@@ -443,3 +443,9 @@ We would like to thank the following contributors from the TiDB community:
 - [LindaSummer](https://github.com/LindaSummer)
 - [songzhibin97](https://github.com/songzhibin97)
 - [Hexilee](https://github.com/Hexilee)
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="Reducing P999 Latency in Distributed Databases with TiDB 8.5" type="blog" link="https://www.pingcap.com/blog/tidb-8-5-reduce-p999-latency-distributed-database/" imgSrc="https://static.pingcap.com/files/2026/04/07040029/20260407-162905.png" author="Rui Xu" date="2026-04-07" />
+</RelatedResources>
diff --git a/sync-diff-inspector/sync-diff-inspector-overview.md b/sync-diff-inspector/sync-diff-inspector-overview.md
@@ -318,3 +318,9 @@ REPLACE INTO `sbtest`.`sbtest99`(`id`,`k`,`c`,`pad`) VALUES (3700000,2501808,'he
 - sync-diff-inspector divides data into chunks first according to TiDB statistics and you need to guarantee the accuracy of the statistics. You can manually run the `analyze table {table_name}` command when the TiDB server's *workload is light*.
 - Pay special attention to `table-rules`. If you configure `schema-pattern="test1"`, `table-pattern = "t_1"`, `target-schema="test2"` and `target-table = "t_2"`, the `test1`.`t_1` schema in the source database and the `test2`.`t_2` schema in the target database are compared. Sharding is enabled by default in sync-diff-inspector, so if the source database has a `test2`.`t_2` table, the `test1`.`t_1` table and `test2`.`t_2` table in the source database serving as sharding are compared with the `test2`.`t_2` table in the target database.
 - The generated SQL file is only used as a reference for repairing data, and you need to confirm it before executing these SQL statements to repair data.
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Admin Lab 9: Using sync-diff-inspector for Data Check" type="lab" link="https://labs.tidb.io/labs/dba_303_lab_ff8" imgSrc="https://lab-static.pingcap.com/quick-demo/dba_303_ch10_en.png" duration="60 mins" />
+</RelatedResources>
diff --git a/ticdc/ticdc-overview.md b/ticdc/ticdc-overview.md
@@ -162,3 +162,9 @@ Currently, the following scenarios are not supported:
 - Starting from v8.2.0, BR relaxes the restrictions on data restoration for TiCDC: if the `BackupTS` (the backup time) of the data to be restored is earlier than the changefeed [`CheckpointTS`](/ticdc/ticdc-classic-architecture.md#checkpointts) (the timestamp that indicates the current replication progress), BR can proceed with the data restoration normally. Considering that the `BackupTS` is usually much earlier, it can be assumed that in most scenarios, BR supports restoring data for a cluster with TiCDC replication tasks.
 
 TiCDC only partially supports scenarios involving large transactions in the upstream. For details, refer to the [TiCDC FAQ](/ticdc/ticdc-faq.md#does-ticdc-support-replicating-large-transactions-is-there-any-risk), where you can find details on whether TiCDC supports replicating large transactions and any associated risks.
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Admin Lab 11: Replicating TiDB Change Events Using TiCDC" type="lab" link="https://labs.tidb.io/labs/dba_303_lab_ff10" imgSrc="https://lab-static.pingcap.com/quick-demo/dba_303_ch12_en.png" duration="60 mins" />
+</RelatedResources>
diff --git a/tidb-cloud/branch-overview.md b/tidb-cloud/branch-overview.md
@@ -57,3 +57,9 @@ If you need more quotas, [contact TiDB Cloud Support](/tidb-cloud/tidb-cloud-sup
 ## What's next
 
 - [Learn how to manage branches](/tidb-cloud/branch-manage.md)
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="What Happens to a Database When the User is an AI agent" type="blog" link="https://www.pingcap.com/blog/what-makes-a-database-for-ai-agents-different/" imgSrc="https://static.pingcap.com/files/2026/04/17144530/Webinar-LP-Banner-4.png" author="Max Liu" date="2026-04-15" />
+</RelatedResources>
diff --git a/tidb-cloud/integrate-tidbcloud-with-airbyte.md b/tidb-cloud/integrate-tidbcloud-with-airbyte.md
@@ -106,6 +106,8 @@ The following steps use TiDB as both a source and a destination. Other connector
 - TiDB destination converts the `timestamp` type to the `varchar` type in default normalization mode. It happens because Airbyte converts the timestamp type to string during transmission, and TiDB does not support `cast ('2020-07-28 14:50:15+1:00' as timestamp)`.
 - For some large ELT missions, you need to increase the parameters of [transaction restrictions](/develop/dev-guide-transaction-restraints.md#large-transaction-restrictions) in TiDB.
 
-## See also
+## Related resources
 
-[Using Airbyte to Migrate Data from TiDB Cloud to Snowflake](https://www.pingcap.com/blog/using-airbyte-to-migrate-data-from-tidb-cloud-to-snowflake/).
+<RelatedResources>
+  <ResourceCard title="Using Airbyte to Migrate Data from TiDB Cloud to Snowflake" type="blog" link="https://www.pingcap.com/blog/using-airbyte-to-migrate-data-from-tidb-cloud-to-snowflake/" imgSrc="https://static.pingcap.com/files/2022/07/migrate-data-from-tidb-cloud-to-snowflake-scaled.jpeg" author="Qiang Wu" date="2022-07-28" />
+</RelatedResources>
diff --git a/tidb-cloud/tidb-cloud-intro.md b/tidb-cloud/tidb-cloud-intro.md
@@ -139,3 +139,11 @@ TiDB Cloud provides the following deployment options:
 - Your VPC
 
     You can connect to your TiDB Cloud resource via private endpoint connection or VPC peering connection. Refer to [Set Up Private Endpoint Connections](/tidb-cloud/set-up-private-endpoint-connections.md) or [Set up VPC Peering Connection](/tidb-cloud/set-up-vpc-peering-connections.md) for details.
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Cloud in 3 Minutes" type="video" link="https://www.youtube.com/watch?v=skCV9BEmjbo" imgSrc="https://i.ytimg.com/vi/skCV9BEmjbo/hqdefault.jpg" author="PingCAP" duration="3 mins" />
+  <ResourceCard title="TiDB Cloud Premium Public Preview: Predictable Performance, Elastic Scale, Enterprise Isolation" type="blog" link="https://www.pingcap.com/blog/tidb-cloud-premium-public-preview/" imgSrc="https://static.pingcap.com/files/2026/04/29131128/Blog-LinkedIn-2.png" author="Dan Qiao" date="2026-04-29" />
+  <ResourceCard title="TiDB Cloud Essential: Now Available on AWS and Alibaba Cloud" type="blog" link="https://www.pingcap.com/blog/tidb-cloud-essential-now-available-public-preview-aws-alibaba-cloud/" imgSrc="https://static.pingcap.com/files/2025/10/14065646/tidb_1200x627-2-1.png" author="Liya Du" date="2025-10-14" />
+</RelatedResources>
diff --git a/tidb-cloud/tidb-x-architecture.md b/tidb-cloud/tidb-x-architecture.md
@@ -157,3 +157,11 @@ The following table summarizes the architectural transitions from classic TiDB t
 | DDL execution | DDL competes with user traffic for local CPU and I/O | DDL offloaded to elastic compute resources | Faster schema changes with more predictable latency |
 | Cost model | Requires over-provisioning for peak workloads | Elastic TCO (pay-as-you-go) | Pay only for actual resource consumption |
 | Backup | Data-volume dependent physical backup | Metadata-driven with object storage integration | Significantly faster backup operations |
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="The Making of TiDB X: Origins, Architecture, and What's to Come" type="blog" link="https://www.pingcap.com/blog/tidbx-origins-architecture/" imgSrc="https://static.pingcap.com/files/2025/12/16202548/20251217-095444.png" author="Ed Huang" date="2025-12-17" />
+  <ResourceCard title="Introducing TiDB X: A New Foundation for Distributed SQL in the Era of AI" type="blog" link="https://www.pingcap.com/blog/introducing-tidb-x-a-new-foundation-distributed-sql-ai-era/" imgSrc="https://static.pingcap.com/files/2025/10/08085317/tidb_1200x627-2.png" author="Ben Meadowcroft" date="2025-10-08" />
+  <ResourceCard title="PingCAP Launches TiDB X and New AI Capabilities" type="blog" link="https://www.pingcap.com/press-release/pingcap-launches-tidb-x-new-ai-capabilities/" imgSrc="https://static.pingcap.com/files/2025/10/08074548/tidb_1200x627.gif" date="2025-10-08" />
+</RelatedResources>
diff --git a/tidb-resource-control-ru-groups.md b/tidb-resource-control-ru-groups.md
@@ -440,3 +440,9 @@ The resource control feature does not impact the regular usage of data import, e
 * [ALTER RESOURCE GROUP](/sql-statements/sql-statement-alter-resource-group.md)
 * [DROP RESOURCE GROUP](/sql-statements/sql-statement-drop-resource-group.md)
 * [RESOURCE GROUP RFC](https://github.com/pingcap/tidb/blob/release-8.5/docs/design/2022-11-25-global-resource-control.md)
+
+## Related resources
+
+<RelatedResources>
+  <ResourceCard title="TiDB Admin Lab 5: Using Resource Control with Mixed Workloads" type="lab" link="https://labs.tidb.io/labs/demo_006" imgSrc="https://lab-static.pingcap.com/quick-demo/dba_303_ch05_en.png" duration="90 mins" />
+</RelatedResources>