> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mem0.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> Overview of all supported embedding model providers in Mem0, including OpenAI, Azure, Ollama, and more.

Mem0 offers support for various embedding models, allowing users to choose the one that best suits their needs.

## Supported Embedders

See the list of supported embedders below.

<Note>
  All embedders listed below are supported in the Python implementation. The TypeScript implementation supports: **OpenAI**, **Azure OpenAI**, **FastEmbed**, **Google AI**, **Langchain**, **LM Studio**, **Ollama**, and **Together**.
</Note>

<CardGroup cols={4}>
  <Card title="OpenAI" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/openai.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=c053d899474ab098eb247707fcbabb56" href="/components/embedders/models/openai" width="16" height="16" data-path="images/provider-icons/openai.svg" />

  <Card title="Azure OpenAI" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/azure-color.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=15f73415f4af02e4442294a9d8490bfd" href="/components/embedders/models/azure_openai" width="16" height="16" data-path="images/provider-icons/azure-color.svg" />

  <Card title="Ollama" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/ollama.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=31cf7c44b941b38e311372f091871b7f" href="/components/embedders/models/ollama" width="16" height="16" data-path="images/provider-icons/ollama.svg" />

  <Card title="Hugging Face" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/huggingface.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=d4305f5535bb7af030d1b105af7c36b6" href="/components/embedders/models/huggingface" width="24" height="24" data-path="images/provider-icons/huggingface.svg" />

  <Card title="Google AI" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/google-color.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=69e80423de8cfcfc8ab5f0e9d7acffa2" href="/components/embedders/models/google_AI" width="16" height="16" data-path="images/provider-icons/google-color.svg" />

  <Card title="Vertex AI" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/vertexai.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=71903b4b514bd4380d3c81be3c68baab" href="/components/embedders/models/vertexai" width="16" height="16" data-path="images/provider-icons/vertexai.svg" />

  <Card title="Together" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/together-color.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=0d4f68126478c43579faca2b2857eef1" href="/components/embedders/models/together" width="16" height="16" data-path="images/provider-icons/together-color.svg" />

  <Card title="LM Studio" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/lmstudio.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=f5991eea5ee6a166f4c996296479c39e" href="/components/embedders/models/lmstudio" width="16" height="16" data-path="images/provider-icons/lmstudio.svg" />

  <Card title="Langchain" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/langchain-color.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=85a28798b84159e82fb56724fa0dc720" href="/components/embedders/models/langchain" width="16" height="16" data-path="images/provider-icons/langchain-color.svg" />

  <Card title="AWS Bedrock" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/bedrock-color.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=bb708e7d266b2fb81459fe967a8ac581" href="/components/embedders/models/aws_bedrock" width="16" height="16" data-path="images/provider-icons/bedrock-color.svg" />

  <Card title="FastEmbed" icon="https://mintcdn.com/mem0/QK-8_hblyHgAr7vt/images/provider-icons/qdrant.svg?fit=max&auto=format&n=QK-8_hblyHgAr7vt&q=85&s=c04b6c73d2755903dedc20c737b7a1ac" href="/components/embedders/models/fastembed" width="24" height="24" data-path="images/provider-icons/qdrant.svg" />
</CardGroup>

## Usage

To utilize an embedding model, you must provide a configuration to customize its usage. If no configuration is supplied, a default configuration will be applied, and `OpenAI` will be used as the embedding model.

For a comprehensive list of available parameters for embedding model configuration, please refer to [Config](./config).