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Mem[v] (memory + video) gives your AI agents long-term memory across all content types. We assemble personalized context from text, documents, conversations, videos, audio, and voice notes - delivering structured memories that reduce hallucinations and improve accuracy.

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Video is the superset of all multimedia

If you solve memory for video, you’ve solved it for everything else. Video contains:
  • Spoken language (audio/transcripts)
  • Visual information (images, scenes, motion)
  • Text (captions, on-screen text, slides)
  • Temporal dynamics (how information unfolds over time)
When you master the form, function, and dynamics of video memory, every other format - documents, images, conversations, audio - becomes simpler.

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How does it work?

1

Connect your data sources

Link Google Drive, Gmail, Notion, S3, Box, OneDrive, or custom sources. Mem[v] automatically handles extraction.
Works with both structured data (databases, spreadsheets) and unstructured content (documents, emails, videos).
2

Automatic memory creation

Mem[v] extracts structured memories - facts, preferences, entities - and builds knowledge graphs that show how everything connects.
  • Extract entities, relationships, and facts from all content types
  • Build graphs linking related information
  • Create user profiles with preferences and behavioral patterns
  • Update memories in real-time as new information arrives
3

Intelligent retrieval

When your AI needs information, Mem[v] retrieves relevant memories, ranks by relevance and recency, and includes connected information for complete context.
Grounded in verified facts to reduce hallucinations.

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Why it matters?

Your users interact with information everywhere - emails, documents, Slack threads, video calls, tutorials, presentations. But AI agents can’t remember any of it beyond the current session. Without long-term memory:
  • Every conversation starts from zero
  • Users repeat themselves constantly
  • Context from last week is lost
  • Information across different formats stays disconnected
  • AI hallucinates due to lack of grounded facts
Mem[v] creates a persistent memory layer that connects information across all your data sources, assembling the right context at the right time.

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What you can do with Mem[v]?

Connect any data source

Integrate Google Drive, Gmail, Notion, S3, Box, OneDrive. Automatic extraction for all formats.

Persistent memories

Real-time, evolving memories that update as users interact with new content.

Multimodal understanding

Unified memory connecting text, conversations, files, images, videos, and audio.

Knowledge graphs

Build semantic graphs showing how people, topics, and events relate across all content.

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Next steps

How it works

Understand how Mem[v] handles context engineering and creates memories for your apps and multimodal agents.
Explore more at https://docs.memv.ai