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Supermemory Quickstart overview
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Supermemory Quickstart
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Supermemory Quickstart
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docs/supermemory-research/raw/08-quickstart
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# Supermemory Quickstart
Source: https://supermemory.ai/docs/quickstart
## Setup
1. Register at https://console.supermemory.ai
2. Create API key: API Keys -> Create API Key
## Installation
### Python
```bash
pip install supermemory
export SUPERMEMORY_API_KEY="YOUR_API_KEY"
```
### TypeScript
```bash
npm install supermemory
export SUPERMEMORY_API_KEY="YOUR_API_KEY"
```
## Core Workflow
1. **Retrieve context** using `client.profile()` with a user identifier and query
2. **Construct system messages** incorporating static profiles, dynamic profiles, and relevant memories
3. **Store conversations** with `client.add()` for future retrieval
## Automatic Features
- Memory extraction from conversations
- User profile construction (static + dynamic facts)
- Contextual retrieval for personalized LLM responses
## Optional Enhancement
Apply `threshold` parameter to refine search results by relevance scoring.
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