Back to Portfolio
ME

MemVid - AI Memory Layer

MemVid provides a lightweight, serverless memory solution for AI agents, eliminating the need for complex RAG (Retrieval-Augmented Generation) pipelines. It offers instant retrieval and long-term memory capabilities in a single file. Advantages over traditional RAG: - Zero infrastructure requirements - Single-file storage format - Instant retrieval with low latency - No external database dependencies - Easy integration with any AI framework

Key Highlights

  • Replaces complex RAG pipelines
  • Serverless single-file architecture
  • Universal AI framework compatibility
  • Instant retrieval and long-term memory

Technologies Used

PythonAI/MLVector StorageRAG

Role

Creator

Duration

Ongoing

Category

AI/ML