FlowiseAI is an Open Source Graphic User Interface to build your customized LLM flow on LangChain. LLM (Large Language Model): A large language model (LLM) is a deep learning algorithm that can perform a variety of natural language processing (NLP) tasks. These models (also referred to as neural networks) are typically built on transformer architectures and are characterized by their extensive training on massive datasets. Large language models (LLMs) like GPT-3 and similar models can be used to develop a variety of applications across different domains e.g. LLM Chains, GenApps, Prompt Chaining etc. In this step by step guide I will show you how to install FlowiseAI on your Synology NAS using Docker & Portainer.
STEP 1
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STEP 2
Install Portainer using my step by step guide. If you already have Portainer installed on your Synology NAS, skip this STEP. Attention: Make sure you have installed the latest Portainer version.
STEP 3
Make sure you have a synology.me Wildcard Certificate. Follow my guide to get a Wildcard Certificate. If you already have a synology.me Wildcard certificate, skip this STEP.
STEP 4
Go to Control Panel / Login Portal / Advanced Tab / click Reverse Proxy. Follow the instructions in the image below.
STEP 5
Now click the “Create” button. Follow the instructions in the image below.
STEP 6
After you click the Create button, the window below will open. Follow the instructions in the image below.
On the General area, set the Reverse Proxy Name description: type in FlowiseAI. After that, add the following instructions:
Source:
Protocol: HTTPS
Hostname: flowiseai.yourname.synology.me
Port: 443
Check Enable HSTS
Destination:
Protocol: HTTP
Hostname: localhost
Port: 8459
STEP 7
On the Reverse Proxy Rules click the Custom Header tab. Click Create and then, from the drop-down menu, click WebSocket. After you click on WebSocket, two Header Names and two Values will be automatically added. Click Save. Follow the instructions in the image below.
STEP 8
Go to Control Panel / Network / Connectivity tab/ Check Enable HTTP/2 then click Apply. Follow the instructions in the image below.
STEP 9
Go to Control Panel / Security / Advanced tab/ Check Enable HTTP Compression then click Apply. Follow the instructions in the image below.
STEP 10
Go to File Station and open the docker folder. Inside the docker folder, create one new folder and name it flowiseai. Follow the instructions in the image below.
Note: Be careful to enter only lowercase, not uppercase letters.
STEP 11
Now create two new folders inside the flowiseai folder that you created at STEP 10 and name them data and db. Follow the instructions in the image below.
Note: Be careful to enter only lowercase, not uppercase letters.
STEP 12
Log into Portainer using your username and password. On the left sidebar in Portainer, click on Stacks then + Add stack. Follow the instructions in the image below.
STEP 13
In the Name field type in flowiseai. Follow the instructions in the image below.
version: "3.9" services: db: image: postgres:16 container_name: FlowiseAI-DB hostname: flowise-db mem_limit: 1g cpu_shares: 768 security_opt: - no-new-privileges:true healthcheck: test: ["CMD", "pg_isready", "-q", "-d", "flowise", "-U", "flowiseuser"] timeout: 45s interval: 10s retries: 10 volumes: - /volume1/docker/flowiseai/db:/var/lib/postgresql/data:rw environment: POSTGRES_DB: flowise POSTGRES_USER: flowiseuser POSTGRES_PASSWORD: flowisepass restart: on-failure:5 flowise: image: flowiseai/flowise:latest container_name: FlowiseAI hostname: flowise mem_limit: 4g cpu_shares: 768 security_opt: - no-new-privileges:true healthcheck: test: wget --no-verbose --tries=1 --spider http://localhost:3000 ports: - 8459:3000 volumes: - /volume1/docker/flowiseai/data:/root/.flowise:rw environment: DEBUG: false PORT: 3000 FLOWISE_USERNAME: marius FLOWISE_PASSWORD: mariushosting DATABASE_PATH: /root/.flowise APIKEY_PATH: /root/.flowise SECRETKEY_PATH: /root/.flowise LOG_LEVEL: info LOG_PATH: /root/.flowise/logs DATABASE_TYPE: postgres DATABASE_PORT: 5432 DATABASE_HOST: flowise-db DATABASE_NAME: flowise DATABASE_USER: flowiseuser DATABASE_PASSWORD: flowisepass restart: on-failure:5 depends_on: db: condition: service_healthy
Note: Before you paste the code above in the Web editor area below, change the value for FLOWISE_USERNAME. Type in your own username. marius is an example for a username.
Note: Before you paste the code above in the Web editor area below, change the value for FLOWISE_PASSWORD. Type in your own password. mariushosting is an example for a password.
STEP 14
Scroll down on the page until you see a button named Deploy the stack. Click on it. Follow the instructions in the image below. The installation process can take up to a few minutes. It will depend on your Internet speed connection.
STEP 15
If everything goes right, you will see the following message at the top right of your screen: “Success Stack successfully deployed“.
STEP 16
Go back to STEP 1 or you will deal with karma 🙂
STEP 17
Now open your browser and type in your HTTPS/SSL certificate like this https://flowiseai.yourname.synology.me In my case it’s https://flowiseai.mariushosting.synology.me If everything goes right, you will see the Healthchecks login page. Type in your own FLOWISE_USERNAME and FLOWISE_PASSWORD that you have previously added at STEP 13. Follow the instructions in the image below.
STEP 18
At the top right of the page you can switch FlowiseAI to Dark Mode. Follow the instructions in the image below.
STEP 19
Your FlowiseAI dashboard at a glance!
Enjoy FlowiseAI!
If you encounter issues by using this container, make sure to check out the Common Docker issues article.
Note: Can I run Docker on my Synology NAS? See the supported models.
Note: How to Back Up Docker Containers on your Synology NAS.
Note: Find out how to update the FlowiseAI container with the latest image.
Note: How to Free Disk Space on Your NAS if You Run Docker.
Note: How to Schedule Start & Stop For Docker Containers.
Note: How to Activate Email Notifications.
Note: How to Add Access Control Profile on Your NAS.
Note: How to Change Docker Containers Restart Policy.
Note: How to Use Docker Containers With VPN.
Note: Convert Docker Run Into Docker Compose.
Note: How to Clean Docker.
Note: How to Clean Docker Automatically.
Note: Best Practices When Using Docker and DDNS.
Note: Some Docker Containers Need WebSocket.
Note: Find out the Best NAS Models For Docker.
Note: Activate Gmail SMTP For Docker Container
This post was updated on Thursday / October 10th, 2024 at 11:21 PM