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74 lines
2.1 KiB
Plaintext
74 lines
2.1 KiB
Plaintext
---
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title: OpenAI
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description: "Configure OpenAI as an embedding provider in Mem0 using models like text-embedding-3-large for vector generation."
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---
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To use OpenAI embedding models, set the `OPENAI_API_KEY` environment variable. You can obtain the OpenAI API key from the [OpenAI Platform](https://platform.openai.com/account/api-keys).
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### Usage
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<CodeGroup>
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```python Python
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import os
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from mem0 import Memory
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os.environ["OPENAI_API_KEY"] = "your_api_key"
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config = {
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"embedder": {
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"provider": "openai",
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"config": {
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"model": "text-embedding-3-large"
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}
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}
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}
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m = Memory.from_config(config)
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messages = [
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{"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
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{"role": "assistant", "content": "How about thriller movies? They can be quite engaging."},
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{"role": "user", "content": "I’m not a big fan of thriller movies but I love sci-fi movies."},
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{"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}
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]
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m.add(messages, user_id="john")
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```
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```typescript TypeScript
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import { Memory } from 'mem0ai/oss';
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const config = {
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embedder: {
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provider: 'openai',
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config: {
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apiKey: 'your-openai-api-key',
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model: 'text-embedding-3-large',
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},
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},
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};
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const memory = new Memory(config);
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await memory.add("I'm visiting Paris", { userId: "john" });
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```
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</CodeGroup>
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### Config
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Here are the parameters available for configuring OpenAI embedder:
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<Tabs>
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<Tab title="Python">
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| Parameter | Description | Default Value |
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| --- | --- | --- |
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| `model` | The name of the embedding model to use | `text-embedding-3-small` |
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| `embedding_dims` | Dimensions of the embedding model | `1536` |
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| `api_key` | The OpenAI API key | `None` |
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</Tab>
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<Tab title="TypeScript">
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| Parameter | Description | Default Value |
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| --- | --- | --- |
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| `model` | The name of the embedding model to use | `text-embedding-3-small` |
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| `embeddingDims` | Dimensions of the embedding model | `1536` |
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| `apiKey` | The OpenAI API key | `None` |
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</Tab>
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</Tabs>
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