> ## Documentation Index
> Fetch the complete documentation index at: https://supermemory-temp-snowcone-command.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

> Supported benchmarks and providers in MemoryBench

## Benchmarks

| Benchmark   | Description                                                                 | Source                                                                                   | Categories                                                                                                     |
| ----------- | --------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------- |
| LoCoMo      | Long context memory testing fact recall across extended conversations       | [snap-research/locomo](https://github.com/snap-research/locomo)                          | `single-hop`, `multi-hop`, `temporal`, `world-knowledge`, `adversarial`                                        |
| LongMemEval | Long-term memory evaluation across multiple sessions with knowledge updates | [xiaowu0162/longmemeval](https://huggingface.co/datasets/xiaowu0162/longmemeval-cleaned) | `single-session-user`, `single-session-assistant`, `multi-session`, `temporal-reasoning`, `knowledge-update`   |
| ConvoMem    | Conversational memory focused on personalization and preference learning    | [Salesforce/ConvoMem](https://huggingface.co/datasets/Salesforce/ConvoMem)               | `user_evidence`, `assistant_facts_evidence`, `preference_evidence`, `changing_evidence`, `abstention_evidence` |

<Note>
  We're actively adding support for more benchmarks. [Contribute your own](/memorybench/extend-benchmark) or [create a feature request](https://github.com/supermemoryai/memorybench/issues).
</Note>

***

## Providers

<Columns cols={3}>
  <Card title="Supermemory" icon="brain" href="https://supermemory.ai">
    Chunk-based semantic search
  </Card>

  <Card title="Mem0" icon="database" href="https://mem0.ai">
    LLM-powered memory extraction
  </Card>

  <Card title="Zep" icon="zap" href="https://getzep.com">
    Knowledge graph construction
  </Card>
</Columns>

<Note>
  We're actively adding support for more providers. [Contribute your own](/memorybench/extend-provider) or [create a feature request](https://github.com/supermemoryai/memorybench/issues).
</Note>