diff --git a/examples/pipelines/slides_search/.env.example b/examples/pipelines/slides_ai_search/.env.example
similarity index 100%
rename from examples/pipelines/slides_search/.env.example
rename to examples/pipelines/slides_ai_search/.env.example
diff --git a/examples/pipelines/slides_search/Dockerfile.app b/examples/pipelines/slides_ai_search/Dockerfile.app
similarity index 100%
rename from examples/pipelines/slides_search/Dockerfile.app
rename to examples/pipelines/slides_ai_search/Dockerfile.app
diff --git a/examples/pipelines/slides_search/Dockerfile.nginx b/examples/pipelines/slides_ai_search/Dockerfile.nginx
similarity index 100%
rename from examples/pipelines/slides_search/Dockerfile.nginx
rename to examples/pipelines/slides_ai_search/Dockerfile.nginx
diff --git a/examples/pipelines/slides_search/Dockerfile.ui b/examples/pipelines/slides_ai_search/Dockerfile.ui
similarity index 100%
rename from examples/pipelines/slides_search/Dockerfile.ui
rename to examples/pipelines/slides_ai_search/Dockerfile.ui
diff --git a/examples/pipelines/slides_search/README.md b/examples/pipelines/slides_ai_search/README.md
similarity index 99%
rename from examples/pipelines/slides_search/README.md
rename to examples/pipelines/slides_ai_search/README.md
index cf31711..65f8a50 100644
--- a/examples/pipelines/slides_search/README.md
+++ b/examples/pipelines/slides_ai_search/README.md
@@ -1,4 +1,4 @@
-# **Slide AI Search App**
+# **Slides AI Search App**
## **Overview**
diff --git a/examples/pipelines/slides_ai_search/ai-slides-diagram.svg b/examples/pipelines/slides_ai_search/ai-slides-diagram.svg
new file mode 100644
index 0000000..3fd0cc5
--- /dev/null
+++ b/examples/pipelines/slides_ai_search/ai-slides-diagram.svg
@@ -0,0 +1,4 @@
+
+
+
+
\ No newline at end of file
diff --git a/examples/pipelines/slides_search/app.py b/examples/pipelines/slides_ai_search/app.py
similarity index 100%
rename from examples/pipelines/slides_search/app.py
rename to examples/pipelines/slides_ai_search/app.py
diff --git a/examples/pipelines/slides_search/data/us-state-of-gen-ai-report.pdf b/examples/pipelines/slides_ai_search/data/us-state-of-gen-ai-report.pdf
similarity index 100%
rename from examples/pipelines/slides_search/data/us-state-of-gen-ai-report.pdf
rename to examples/pipelines/slides_ai_search/data/us-state-of-gen-ai-report.pdf
diff --git a/examples/pipelines/slides_search/docker-compose.yml b/examples/pipelines/slides_ai_search/docker-compose.yml
similarity index 100%
rename from examples/pipelines/slides_search/docker-compose.yml
rename to examples/pipelines/slides_ai_search/docker-compose.yml
diff --git a/examples/pipelines/slides_search/nginx.conf b/examples/pipelines/slides_ai_search/nginx.conf
similarity index 100%
rename from examples/pipelines/slides_search/nginx.conf
rename to examples/pipelines/slides_ai_search/nginx.conf
diff --git a/examples/pipelines/slides_search/parse_schema.yaml b/examples/pipelines/slides_ai_search/parse_schema.yaml
similarity index 100%
rename from examples/pipelines/slides_search/parse_schema.yaml
rename to examples/pipelines/slides_ai_search/parse_schema.yaml
diff --git a/examples/pipelines/slides_search/ui/.streamlit/config.toml b/examples/pipelines/slides_ai_search/ui/.streamlit/config.toml
similarity index 100%
rename from examples/pipelines/slides_search/ui/.streamlit/config.toml
rename to examples/pipelines/slides_ai_search/ui/.streamlit/config.toml
diff --git a/examples/pipelines/slides_search/ui/requirements-ui.txt b/examples/pipelines/slides_ai_search/ui/requirements-ui.txt
similarity index 100%
rename from examples/pipelines/slides_search/ui/requirements-ui.txt
rename to examples/pipelines/slides_ai_search/ui/requirements-ui.txt
diff --git a/examples/pipelines/slides_search/ui/ui.py b/examples/pipelines/slides_ai_search/ui/ui.py
similarity index 100%
rename from examples/pipelines/slides_search/ui/ui.py
rename to examples/pipelines/slides_ai_search/ui/ui.py
diff --git a/examples/pipelines/slides_search/utils.py b/examples/pipelines/slides_ai_search/utils.py
similarity index 100%
rename from examples/pipelines/slides_search/utils.py
rename to examples/pipelines/slides_ai_search/utils.py
diff --git a/examples/pipelines/slides_search/ai-slides-diagram.svg b/examples/pipelines/slides_search/ai-slides-diagram.svg
deleted file mode 100644
index c5bd3ff..0000000
--- a/examples/pipelines/slides_search/ai-slides-diagram.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-
-
-