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