fix(docs): eliminate ~222 SEO redirect chains on docs.mem0.ai (#4768)
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@@ -24,7 +24,7 @@ pip install mem0ai agentops python-dotenv
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2. Valid API keys:
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- [AgentOps API Key](https://app.agentops.ai/dashboard/api-keys)
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- OpenAI API Key (for LLM operations)
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- [Mem0 API Key](https://app.mem0.ai/dashboard/api-keys) (optional, for cloud operations)
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- <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 API Key</a> (optional, for cloud operations)
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## Basic Integration Example
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@@ -23,7 +23,7 @@ pip install agno mem0ai python-dotenv
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```
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2. Valid API keys:
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- [Mem0 API Key](https://app.mem0.ai/dashboard/api-keys)
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- <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 API Key</a>
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- OpenAI API Key (for the agent model)
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## Quick Integration (Using `Mem0Tools`)
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@@ -19,7 +19,7 @@ pip install autogen mem0ai openai python-dotenv
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First, we'll import the necessary libraries and set up our configurations.
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<Note>Remember to get the Mem0 API key from [Mem0 Platform](https://app.mem0.ai).</Note>
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<Note>Remember to get the Mem0 API key from <a href="https://app.mem0.ai" rel="nofollow">Mem0 Platform</a>.</Note>
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```python
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import os
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@@ -18,7 +18,7 @@ In this guide, you'll:
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- **Python 3.12+**
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- **[uv](https://docs.astral.sh/uv/)** — Python package manager
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- **Node.js 18+** and **npm** — only needed if using the web console
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- A **Mem0 API key** from [app.mem0.ai](https://app.mem0.ai)
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- A **Mem0 API key** from <a href="https://app.mem0.ai" rel="nofollow">app.mem0.ai</a>
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- An **OpenAI API key** (or another LLM provider supported by ChatDev)
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## Setup and Configuration
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@@ -39,7 +39,7 @@ cd frontend && npm install && cd ..
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Set up your environment variables in a `.env` file:
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<Note>Get your Mem0 API key from [Mem0 Platform](https://app.mem0.ai).</Note>
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<Note>Get your Mem0 API key from <a href="https://app.mem0.ai" rel="nofollow">Mem0 Platform</a>.</Note>
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```bash
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MEM0_API_KEY=your-mem0-api-key
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@@ -194,7 +194,7 @@ This means retrieval returns memories from **both** the user's scope and the age
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| Field | Required | Description |
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|-------|----------|-------------|
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| `api_key` | Yes | Mem0 API key from [app.mem0.ai](https://app.mem0.ai) |
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| `api_key` | Yes | Mem0 API key from <a href="https://app.mem0.ai" rel="nofollow">app.mem0.ai</a> |
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| `user_id` | No | Scope memories to a specific user |
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| `agent_id` | No | Scope memories to a specific agent |
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@@ -216,9 +216,9 @@ This means retrieval returns memories from **both** the user's scope and the age
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- **No memories returned on first run** — This is expected. Memories are stored *after* the agent responds, so the first interaction has no prior context. Memories appear starting from the second interaction onward.
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- **`mem0ai` not installed** — If you see `ImportError: mem0ai is required for Mem0Memory`, run `uv add mem0ai` or `pip install mem0ai` to add the dependency.
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- **Invalid API key** — A wrong or expired `MEM0_API_KEY` will log errors like `Mem0 search failed` or `Mem0 add failed` but won't crash the agent. Check your key at [app.mem0.ai](https://app.mem0.ai).
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- **Invalid API key** — A wrong or expired `MEM0_API_KEY` will log errors like `Mem0 search failed` or `Mem0 add failed` but won't crash the agent. Check your key at <a href="https://app.mem0.ai" rel="nofollow">app.mem0.ai</a>.
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- **Pipeline headers in memories** — ChatDev automatically strips internal pipeline headers (e.g., `=== INPUT FROM TASK (user) ===`) before sending text to Mem0, so your memories stay clean.
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- **Clearing test memories** — To delete memories created during testing, use the Mem0 dashboard at [app.mem0.ai](https://app.mem0.ai) or the Python SDK: `MemoryClient().delete_all(user_id="your-test-user")`.
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- **Clearing test memories** — To delete memories created during testing, use the Mem0 dashboard at <a href="https://app.mem0.ai" rel="nofollow">app.mem0.ai</a> or the Python SDK: `MemoryClient().delete_all(user_id="your-test-user")`.
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## Key Features
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@@ -17,8 +17,8 @@ Add persistent memory to [**Claude Code**](https://docs.anthropic.com/en/docs/cl
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Before setting up Mem0 with Claude Code, ensure you have:
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1. A Mem0 Platform account and API key:
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- [Sign up at app.mem0.ai](https://app.mem0.ai)
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- [Get your API key](https://app.mem0.ai/dashboard/api-keys) (starts with `m0-`)
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- <a href="https://app.mem0.ai" rel="nofollow">Sign up at app.mem0.ai</a>
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- <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Get your API key</a> (starts with `m0-`)
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2. Claude Code CLI or Claude Cowork desktop app installed
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@@ -17,8 +17,8 @@ Add persistent memory to [**OpenAI Codex**](https://openai.com/index/codex/) wit
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Before setting up Mem0 with Codex, ensure you have:
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1. A Mem0 Platform account and API key:
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- [Sign up at app.mem0.ai](https://app.mem0.ai)
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- [Get your API key](https://app.mem0.ai/dashboard/api-keys) (starts with `m0-`)
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- <a href="https://app.mem0.ai" rel="nofollow">Sign up at app.mem0.ai</a>
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- <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Get your API key</a> (starts with `m0-`)
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2. OpenAI Codex access
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@@ -22,7 +22,7 @@ pip install crewai crewai-tools mem0ai
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Import required modules and set up configurations:
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<Note>Remember to get your API keys from [Mem0 Platform](https://app.mem0.ai), [OpenAI](https://platform.openai.com) and [Serper Dev](https://serper.dev) for search capabilities.</Note>
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<Note>Remember to get your API keys from <a href="https://app.mem0.ai" rel="nofollow">Mem0 Platform</a>, [OpenAI](https://platform.openai.com) and [Serper Dev](https://serper.dev) for search capabilities.</Note>
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```python
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import os
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@@ -17,8 +17,8 @@ Add persistent memory to [**Cursor**](https://cursor.com) with the Mem0 plugin.
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Before setting up Mem0 with Cursor, ensure you have:
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1. A Mem0 Platform account and API key:
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- [Sign up at app.mem0.ai](https://app.mem0.ai)
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- [Get your API key](https://app.mem0.ai/dashboard/api-keys) (starts with `m0-`)
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- <a href="https://app.mem0.ai" rel="nofollow">Sign up at app.mem0.ai</a>
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- <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Get your API key</a> (starts with `m0-`)
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2. Cursor installed ([cursor.com](https://cursor.com))
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@@ -38,7 +38,7 @@ npx flowise start
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### 2. Obtain Your Mem0 API Key
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1. Navigate to the [Mem0 API Key dashboard](https://app.mem0.ai/dashboard/api-keys).
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1. Navigate to the <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 API Key dashboard</a>.
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2. Generate or copy your existing Mem0 API Key.
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@@ -70,7 +70,7 @@ Test your memory configuration:
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1. Save your Flowise configuration
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2. Run a test chat and store some information
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3. Verify the stored memories in the [Mem0 Dashboard](https://app.mem0.ai/dashboard/requests)
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3. Verify the stored memories in the <a href="https://app.mem0.ai/dashboard/requests" rel="nofollow">Mem0 Dashboard</a>
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@@ -103,7 +103,7 @@ Available settings include:
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### Platform Configuration
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Additional settings available in [Mem0 Project Settings](https://app.mem0.ai/dashboard/project-settings):
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Additional settings available in <a href="https://app.mem0.ai/dashboard/project-settings" rel="nofollow">Mem0 Project Settings</a>:
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1. **Custom Instructions**: Define memory extraction rules
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2. **Expiration Date**: Set automatic memory cleanup periods
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@@ -22,7 +22,7 @@ pip install google-adk mem0ai python-dotenv
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```
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2. Valid API keys:
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- [Mem0 API Key](https://app.mem0.ai/dashboard/api-keys)
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- <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 API Key</a>
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- Google AI Studio API Key
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## Basic Integration Example
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@@ -52,7 +52,7 @@ hermes memory setup
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Select **mem0** as the provider and enter your Mem0 API key when prompted. The wizard writes your config to `~/.hermes/mem0.json`.
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<Note>Get your API key from [app.mem0.ai](https://app.mem0.ai).</Note>
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<Note>Get your API key from <a href="https://app.mem0.ai" rel="nofollow">app.mem0.ai</a>.</Note>
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### Option 2: Manual Configuration
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@@ -16,7 +16,7 @@ Combining Mem0 with Keywords AI allows you to:
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4. Optimize token usage and reduce costs
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<Note>
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You can get your Mem0 API key, user_id, and org_id from the [Mem0 dashboard](https://app.mem0.ai/). These are required for proper integration.
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You can get your Mem0 API key, user_id, and org_id from the <a href="https://app.mem0.ai/" rel="nofollow">Mem0 dashboard</a>. These are required for proper integration.
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</Note>
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## Setup and Configuration
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@@ -22,7 +22,7 @@ pip install langchain langchain_openai mem0ai python-dotenv
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Import required modules and set up configurations:
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<Note>Remember to get the Mem0 API key from [Mem0 Platform](https://app.mem0.ai).</Note>
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<Note>Remember to get the Mem0 API key from <a href="https://app.mem0.ai" rel="nofollow">Mem0 Platform</a>.</Note>
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```python
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import os
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@@ -23,7 +23,7 @@ pip install langgraph langchain-openai mem0ai python-dotenv
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Import required modules and set up configurations:
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<Note>Remember to get the Mem0 API key from [Mem0 Platform](https://app.mem0.ai).</Note>
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<Note>Remember to get the Mem0 API key from <a href="https://app.mem0.ai" rel="nofollow">Mem0 Platform</a>.</Note>
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```python
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from typing import Annotated, TypedDict, List
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@@ -22,7 +22,7 @@ pip install llama-index-core llama-index-memory-mem0 python-dotenv
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Set your Mem0 Platform API key as an environment variable. You can replace `<your-mem0-api-key>` with your actual API key:
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<Note type="info">
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You can obtain your Mem0 Platform API key from the [Mem0 Platform](https://app.mem0.ai/login).
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You can obtain your Mem0 Platform API key from the <a href="https://app.mem0.ai/login" rel="nofollow">Mem0 Platform</a>.
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</Note>
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```python
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@@ -23,7 +23,7 @@ npm install @mastra/core @mastra/mem0 @ai-sdk/openai zod
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Set up your environment variables:
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<Note>Remember to get the Mem0 API key from [Mem0 Platform](https://app.mem0.ai).</Note>
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<Note>Remember to get the Mem0 API key from <a href="https://app.mem0.ai" rel="nofollow">Mem0 Platform</a>.</Note>
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```bash
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MEM0_API_KEY=your-mem0-api-key
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@@ -22,7 +22,7 @@ pip install openai-agents mem0ai
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```
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2. Valid API keys:
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- [Mem0 API Key](https://app.mem0.ai/dashboard/api-keys)
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- <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 API Key</a>
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- [OpenAI API Key](https://platform.openai.com/api-keys)
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## Basic Integration Example
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@@ -42,7 +42,7 @@ All memories are scoped to this `userId` — different values create separate me
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### Platform Mode (Mem0 Cloud)
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<Note>Get your API key from [app.mem0.ai](https://app.mem0.ai).</Note>
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<Note>Get your API key from <a href="https://app.mem0.ai" rel="nofollow">app.mem0.ai</a>.</Note>
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Add to your `openclaw.json`:
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@@ -9,7 +9,7 @@ Mem0 is a self-improving memory layer for LLM applications, enabling personalize
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**Get your API Key**: You'll need a Mem0 API key to use this extension:
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a. Sign up at [app.mem0.ai](https://app.mem0.ai)
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a. Sign up at <a href="https://app.mem0.ai" rel="nofollow">app.mem0.ai</a>
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b. Navigate to your API Keys page
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@@ -29,7 +29,7 @@ npm install @mem0/vercel-ai-provider
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### Setting Up Mem0
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1. Get your **Mem0 API Key** from the [Mem0 Dashboard](https://app.mem0.ai/dashboard/api-keys).
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1. Get your **Mem0 API Key** from the <a href="https://app.mem0.ai/dashboard/api-keys" rel="nofollow">Mem0 Dashboard</a>.
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2. Initialize the Mem0 Client in your application:
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