add to overview

third-party-tools/overview.md

@@ -15,46 +15,47 @@ more.
 Interact with and visualize your QuestDB data using these powerful visualization
 platforms:
 
-- **[Grafana](/third-party-tools/grafana.md):** Create stunning dashboards and
+- **[Grafana](/third-party-tools/grafana/):** Create stunning dashboards and
   interactive graphs for time-series data visualization.
-- [Superset](/third-party-tools/superset.md): Build interactive visualizations
-  and perform ad-hoc data analysis.
+- [Superset](/third-party-tools/superset/): Build interactive visualizations and
+  perform ad-hoc data analysis.
 
 ## Data Ingestion and Streaming
 
 Ingest, store, and process high-throughput and real-time data streams with these
 integrations:
 
-- **[Apache Kafka](/third-party-tools/kafka/overview.md):** A distributed event
+- **[Apache Kafka](/third-party-tools/kafka/overview/):** A distributed event
   streaming platform for high-throughput data pipelines.
-- [Telegraf](/third-party-tools/telegraf.md): Collect and report metrics from
+- [Telegraf](/third-party-tools/telegraf/): Collect and report metrics from
   various sources.
-- **[Redpanda](/third-party-tools/redpanda.md): A Kafka-compatible streaming
+- **[Redpanda](/third-party-tools/redpanda/): A Kafka-compatible streaming
   platform for simplified data pipelines.**
-- [Apache Flink](/third-party-tools/flink.md): Process real-time data streams
+- [Apache Flink](/third-party-tools/flink/): Process real-time data streams
   efficiently.
-- [Apache Spark](/third-party-tools/spark.md): Handle complex data processing
+- [Apache Spark](/third-party-tools/spark/): Handle complex data processing
   tasks at scale.
 
 ## Analytics and Processing
 
 Enhance your data analysis and processing capabilities with QuestDB through
 these tools:
 
-- [Pandas](/third-party-tools/pandas.md): Analyze time-series data in Python
-  with powerful data structures.
-- [MindsDB](/third-party-tools/mindsdb.md): Build machine learning models for
+- [Pandas](/third-party-tools/pandas/): Analyze time-series data in Python with
+  powerful data structures.
+- [MindsDB](/third-party-tools/mindsdb/): Build machine learning models for
   predictive analytics on time-series data.
+- [Embeddable](/third-party-tools/embeddable/)
 
 ## Tooling and Interfaces
 
 Improve your interactions with QuestDB using these tools and interfaces:
 
-- **[Prometheus](/third-party-tools/prometheus.md):** Efficiently store and
+- **[Prometheus](/third-party-tools/prometheus/):** Efficiently store and
   analyze monitoring metrics.
-- [SQLAlchemy](/third-party-tools/sqlalchemy.md): Utilize Python's ORM
+- [SQLAlchemy](/third-party-tools/sqlalchemy/): Utilize Python's ORM
   capabilities for database interactions.
-- [qStudio](/third-party-tools/qstudio.md): A free SQL GUI for query execution,
+- [qStudio](/third-party-tools/qstudio/): A free SQL GUI for query execution,
   table browsing, and result charting.
 
 Is there an integration you'd like to see that's not listed? Let us know by