diff --git a/docs/explore-and-author/easynav-module/index.md b/docs/explore-and-author/easynav-module/index.md
index 08fe768f..4563340d 100644
--- a/docs/explore-and-author/easynav-module/index.md
+++ b/docs/explore-and-author/easynav-module/index.md
@@ -103,3 +103,21 @@ The weight can be used to boost the results of one search configuration over ano
`Search Configuration`s will be cumulatively executed when search terms are provided.
Which means each additional `Search Configuration` increases the time to produce results.
+
+## (LLM) Ontology Assist
+
+Ontology Assist is a preview feature powered by generative AI, LLM, and a Retrieval Augmented Generation (RAG) approach.
+It allows bootstrap and evolve an ontology using natural language and a chat like interaction.
+
+
+
+
+
+The query assist can be enabled in the [dataplatform configuration](../../deploy-and-configure/configuration/dataplatform/application-full.md#llm-assistant-supported).
diff --git a/docs/explore-and-author/query-module/index.md b/docs/explore-and-author/query-module/index.md
index 010c8442..576e4572 100644
--- a/docs/explore-and-author/query-module/index.md
+++ b/docs/explore-and-author/query-module/index.md
@@ -87,10 +87,19 @@ SELECT * WHERE { ?classInstance a .}
### (LLM) Query Assist
-As a preview feature ...
+Query Assist is a preview feature powered by generative AI, LLM, and a Retrieval Augmented Generation (RAG) approach.
+It allows you to interact with your data using natural language.
+Describe the insights you need in plain English sentences and have a SPARQL query generated for you.
-
+
The query assist can be enabled in the [dataplatform configuration](../../deploy-and-configure/configuration/dataplatform/application-full.md#llm-assistant-supported).
diff --git a/docs/release-notes/corporate-memory-23-3/index.md b/docs/release-notes/corporate-memory-23-3/index.md
index c8e2c0ce..d4261f2d 100644
--- a/docs/release-notes/corporate-memory-23-3/index.md
+++ b/docs/release-notes/corporate-memory-23-3/index.md
@@ -15,10 +15,10 @@ The highlights of this release are:
- Explore and Author:
- new **[charts catalog](../../explore-and-author/charts-catalog/index.md)** module added, which allows for defining BI widgets / charts which can be integrated into shapes
- - preview release of our generative AI / LLM based **Ontology and Query Assistant**
+ - preview release of our generative AI / LLM based **[Ontology](../../explore-and-author/easynav-module/index.md#llm-ontology-assist) and [Query](../../explore-and-author/query-module/index.md#llm-query-assist) Assistant**
- Build:
- operate BUILD like never before by using the new **keyboard shortcuts** (press "?" in the build module to learn the details)
- - several **improvements to the workflows view**: create new datasets and other workflow-operators in place, dependencies and execution order is now explicitly modelled, show schema or ports
+ - several **improvements to the workflows view**: create new datasets and other workflow-operators in place, dependencies and execution order is now explicitly modeled, show schema or ports
- Automate:
- new **`project variable` command group** plus several addition to existing commands
@@ -129,7 +129,7 @@ v23.3.0 of eccenca DataPlatform ships the following changes:
- `management.health.sparql.fixedDelayInMilliseconds`: delay in ms between store checks (default: 5000).
- `management.health.sparql.timeoutInMilliseconds`: timeout on how long to wait for store to answer check request (default: 5000).
- health group `sparql` contributes to readiness state / overall health endpoint.
- - Graphdb health check uses Gdb endpoint for repository.
+ - GraphDB health check uses Gdb endpoint for repository.
- Charts configuration API and Shacl integration.
- Breaking change: remove property `authorization.abox.prefix` (fixed default: ).
- Workspace configuration adjustments: