diff --git a/README.md b/README.md
index f3777af..ae312d4 100644
--- a/README.md
+++ b/README.md
@@ -169,6 +169,7 @@ Feel free to open up a PR to get your project listed!
 - [Spark](https://github.com/cedriking/spark)
 - [autogpt4all](https://github.com/aorumbayev/autogpt4all)
 - [Mods](https://github.com/charmbracelet/mods)
+- [Flowise](https://github.com/FlowiseAI/Flowise)
 
 ## Short-term roadmap
 
diff --git a/examples/README.md b/examples/README.md
index 0229441..e3257cd 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -22,6 +22,14 @@ This integration shows how to use LocalAI with [mckaywrigley/chatbot-ui](https:/
 
 [Check it out here](https://github.com/go-skynet/LocalAI/tree/master/examples/chatbot-ui/)
 
+### Flowise
+
+_by [@mudler](https://github.com/mudler)_
+
+This example shows how to use [FlowiseAI/Flowise](https://github.com/FlowiseAI/Flowise) with LocalAI.
+
+[Check it out here](https://github.com/go-skynet/LocalAI/tree/master/examples/flowise/)
+
 ### Discord bot
 
 _by [@mudler](https://github.com/mudler)_
diff --git a/examples/chatbot-ui/README.md b/examples/chatbot-ui/README.md
index 7cf4bbb..fa7ee36 100644
--- a/examples/chatbot-ui/README.md
+++ b/examples/chatbot-ui/README.md
@@ -4,22 +4,18 @@ Example of integration with [mckaywrigley/chatbot-ui](https://github.com/mckaywr
 
 ![Screenshot from 2023-04-26 23-59-55](https://user-images.githubusercontent.com/2420543/234715439-98d12e03-d3ce-4f94-ab54-2b256808e05e.png)
 
-## Setup
+## Run
 
+In this example LocalAI will download the gpt4all model and set it up as "gpt-3.5-turbo". See the `docker-compose.yaml`
 ```bash
 # Clone LocalAI
 git clone https://github.com/go-skynet/LocalAI
 
 cd LocalAI/examples/chatbot-ui
 
-# (optional) Checkout a specific LocalAI tag
-# git checkout -b build <TAG>
-
-# Download gpt4all-j to models/
-wget https://gpt4all.io/models/ggml-gpt4all-j.bin -O models/ggml-gpt4all-j
-
 # start with docker-compose
-docker-compose up -d --pull always
+docker-compose up --pull always
+
 # or you can build the images with:
 # docker-compose up -d --build
 ```
diff --git a/examples/chatbot-ui/docker-compose.yaml b/examples/chatbot-ui/docker-compose.yaml
index c7782c3..27b4f4e 100644
--- a/examples/chatbot-ui/docker-compose.yaml
+++ b/examples/chatbot-ui/docker-compose.yaml
@@ -3,6 +3,14 @@ version: '3.6'
 services:
   api:
     image: quay.io/go-skynet/local-ai:latest
+    # As initially LocalAI will download the models defined in PRELOAD_MODELS
+    # you might need to tweak the healthcheck values here according to your network connection.
+    # Here we give a timespan of 20m to download all the required files.
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:8080/readyz"]
+      interval: 1m
+      timeout: 20m
+      retries: 20
     build:
       context: ../../
       dockerfile: Dockerfile
@@ -11,11 +19,16 @@ services:
     environment:
       - DEBUG=true
       - MODELS_PATH=/models
+      # You can preload different models here as well.
+      # See: https://github.com/go-skynet/model-gallery
+      - 'PRELOAD_MODELS=[{"url": "github:go-skynet/model-gallery/gpt4all-j.yaml", "name": "gpt-3.5-turbo"}]'
     volumes:
       - ./models:/models:cached
     command: ["/usr/bin/local-ai" ]
-
   chatgpt:
+    depends_on:
+      api:
+        condition: service_healthy
     image: ghcr.io/mckaywrigley/chatbot-ui:main
     ports:
       - 3000:3000
diff --git a/examples/chatbot-ui/models/completion.tmpl b/examples/chatbot-ui/models/completion.tmpl
deleted file mode 100644
index 9867cfc..0000000
--- a/examples/chatbot-ui/models/completion.tmpl
+++ /dev/null
@@ -1 +0,0 @@
-{{.Input}}
\ No newline at end of file
diff --git a/examples/chatbot-ui/models/gpt-3.5-turbo.yaml b/examples/chatbot-ui/models/gpt-3.5-turbo.yaml
deleted file mode 100644
index 5c192f5..0000000
--- a/examples/chatbot-ui/models/gpt-3.5-turbo.yaml
+++ /dev/null
@@ -1,16 +0,0 @@
-name: gpt-3.5-turbo
-parameters:
-  model: ggml-gpt4all-j
-  top_k: 80
-  temperature: 0.2
-  top_p: 0.7
-context_size: 1024
-stopwords:
-- "HUMAN:"
-- "GPT:"
-roles:
-  user: " "
-  system: " "
-template:
-  completion: completion
-  chat: gpt4all
\ No newline at end of file
diff --git a/examples/chatbot-ui/models/gpt4all.tmpl b/examples/chatbot-ui/models/gpt4all.tmpl
deleted file mode 100644
index f76b080..0000000
--- a/examples/chatbot-ui/models/gpt4all.tmpl
+++ /dev/null
@@ -1,4 +0,0 @@
-The prompt below is a question to answer, a task to complete, or a conversation to respond to; decide which and write an appropriate response.
-### Prompt:
-{{.Input}}
-### Response:
diff --git a/examples/flowise/README.md b/examples/flowise/README.md
new file mode 100644
index 0000000..d8bb13d
--- /dev/null
+++ b/examples/flowise/README.md
@@ -0,0 +1,26 @@
+# flowise
+
+Example of integration with [FlowiseAI/Flowise](https://github.com/FlowiseAI/Flowise).
+
+![Screenshot from 2023-05-30 18-01-03](https://github.com/go-skynet/LocalAI/assets/2420543/02458782-0549-4131-971c-95ee56ec1af8)
+
+You can check a demo video in the Flowise PR: https://github.com/FlowiseAI/Flowise/pull/123
+
+## Run
+
+In this example LocalAI will download the gpt4all model and set it up as "gpt-3.5-turbo". See the `docker-compose.yaml`
+```bash
+# Clone LocalAI
+git clone https://github.com/go-skynet/LocalAI
+
+cd LocalAI/examples/flowise
+
+# start with docker-compose
+docker-compose up --pull always
+
+```
+
+## Accessing flowise
+
+Open http://localhost:3000.
+
diff --git a/examples/flowise/docker-compose.yaml b/examples/flowise/docker-compose.yaml
new file mode 100644
index 0000000..a39269c
--- /dev/null
+++ b/examples/flowise/docker-compose.yaml
@@ -0,0 +1,37 @@
+version: '3.6'
+
+services:
+  api:
+    image: quay.io/go-skynet/local-ai:latest
+    # As initially LocalAI will download the models defined in PRELOAD_MODELS
+    # you might need to tweak the healthcheck values here according to your network connection.
+    # Here we give a timespan of 20m to download all the required files.
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:8080/readyz"]
+      interval: 1m
+      timeout: 20m
+      retries: 20
+    build:
+      context: ../../
+      dockerfile: Dockerfile
+    ports:
+      - 8080:8080
+    environment:
+      - DEBUG=true
+      - MODELS_PATH=/models
+      # You can preload different models here as well.
+      # See: https://github.com/go-skynet/model-gallery
+      - 'PRELOAD_MODELS=[{"url": "github:go-skynet/model-gallery/gpt4all-j.yaml", "name": "gpt-3.5-turbo"}]'
+    volumes:
+      - ./models:/models:cached
+    command: ["/usr/bin/local-ai" ]
+  flowise:
+    depends_on:
+      api:
+        condition: service_healthy
+    image: flowiseai/flowise
+    ports:
+      - 3000:3000
+    volumes:
+        - ~/.flowise:/root/.flowise
+    command: /bin/sh -c "sleep 3; flowise start"
\ No newline at end of file