---
title: Flowise
description: "Add persistent Mem0 memory to Flowise chatflows for context-aware conversations in the low-code builder."
---

The [**Mem0 Memory**](https://github.com/mem0ai/mem0) integration with [Flowise](https://github.com/FlowiseAI/Flowise) enables persistent memory capabilities for your AI chatflows. [Flowise](https://flowiseai.com/) is an open-source low-code tool for developers to build customized LLM orchestration flows & AI agents using a drag & drop interface.

## Overview

1. Provides persistent memory storage for Flowise chatflows
2. Seamless integration with existing Flowise templates
3. Compatible with various LLM nodes in Flowise
4. Supports custom memory configurations
5. Easy to set up and manage

## Prerequisites

Before setting up Mem0 with Flowise, ensure you have:

1. [Flowise installed](https://github.com/FlowiseAI/Flowise#⚡quick-start) (NodeJS >= 18.15.0 required):
```bash
npm install -g flowise
npx flowise start
```

2. Access to the Flowise UI at http://localhost:3000
3. Basic familiarity with [Flowise's LLM orchestration](https://flowiseai.com/#features) concepts

## Setup and Configuration

### 1. Set Up Flowise

1. Open the Flowise application and create a new canvas, or select a template from the Flowise marketplace.
2. In this example, we use the **Conversation Chain** template.
3. Replace the default **Buffer Memory** with **Mem0 Memory**.

![Flowise Memory Integration](https://raw.githubusercontent.com/FlowiseAI/FlowiseDocs/main/en/.gitbook/assets/mem0/flowise-flow.png)

### 2. Obtain Your Mem0 API Key

1. Navigate to the <a href="https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=integration-flowise" rel="nofollow">Mem0 API Key dashboard</a>.
2. Generate or copy your existing Mem0 API Key.

![Mem0 API Key](https://raw.githubusercontent.com/FlowiseAI/FlowiseDocs/main/en/.gitbook/assets/mem0/api-key.png)

### 3. Configure Mem0 Credentials

1. Enter the **Mem0 API Key** in the Mem0 Credentials section.
2. Configure additional settings as needed:

```typescript
{
  "apiKey": "m0-xxx",
  "userId": "user-123",  // Optional: Specify user ID
  "projectId": "proj-xxx",  // Optional: Specify project ID
  "orgId": "org-xxx"  // Optional: Specify organization ID
}
```

<figure>
  <img src="https://raw.githubusercontent.com/FlowiseAI/FlowiseDocs/main/en/.gitbook/assets/mem0/creds.png" alt="Mem0 Credentials" />
  <figcaption>Configure API Credentials</figcaption>
</figure>

## Memory Features

### 1. Basic Memory Storage

Test your memory configuration:

1. Save your Flowise configuration
2. Run a test chat and store some information
3. Verify the stored memories in the <a href="https://app.mem0.ai/dashboard/requests?utm_source=oss&utm_medium=integration-flowise" rel="nofollow">Mem0 Dashboard</a>

![Flowise Test Chat](https://raw.githubusercontent.com/FlowiseAI/FlowiseDocs/main/en/.gitbook/assets/mem0/flowise-chat-1.png)

### 2. Memory Retention

Validate memory persistence:

1. Clear the chat history in Flowise
2. Ask a question about previously stored information
3. Confirm that the AI remembers the context

![Testing Memory Retention](https://raw.githubusercontent.com/FlowiseAI/FlowiseDocs/main/en/.gitbook/assets/mem0/flowise-chat-2.png)

## Advanced Configuration

### Memory Settings

![Mem0 Settings](https://raw.githubusercontent.com/FlowiseAI/FlowiseDocs/main/en/.gitbook/assets/mem0/settings.png)

Available settings include:

1. **Search Only Mode**: Enable memory retrieval without creating new memories
2. **Mem0 Entities**: Configure identifiers:
   - `user_id`: Unique identifier for each user
   - `run_id`: Specific conversation session ID
   - `app_id`: Application identifier
   - `agent_id`: AI agent identifier
3. **Project ID**: Assign memories to specific projects
4. **Organization ID**: Organize memories by organization

### Platform Configuration

Additional settings available in <a href="https://app.mem0.ai/dashboard/project-settings?utm_source=oss&utm_medium=integration-flowise" rel="nofollow">Mem0 Project Settings</a>:

1. **Custom Instructions**: Define memory extraction rules
2. **Expiration Date**: Set automatic memory cleanup periods

![Mem0 Project Settings](https://raw.githubusercontent.com/FlowiseAI/FlowiseDocs/main/en/.gitbook/assets/mem0/mem0-settings.png)

## Best Practices

1. **User Identification**: Use consistent `user_id` values for reliable memory retrieval
2. **Memory Organization**: Utilize projects and organizations for better memory management
3. **Regular Maintenance**: Monitor and clean up unused memories periodically

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