via “multi-modal content ingestion with document extraction and frame processing”
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
Unique: Integrates PDF extraction, OpenCV image processing, and Whisper transcription into a single parallel ingestion pipeline that atomically commits extracted content and embeddings as Smart Frames. The builder pattern allows incremental ingestion without blocking reads, and the append-only design ensures no data loss during concurrent processing.
vs others: More integrated than separate tools (pdfplumber + OpenCV + Whisper) because it handles end-to-end ingestion, embedding generation, and atomic commits in a single system, reducing orchestration complexity for agents that need to ingest diverse content types.