Tools
Engram: Memory by Weaviate
Engram is Weaviate's memory system that enables AI applications to store and retrieve contextual information across interactions, improving long-term context understanding and personalization. The sys
Engram is Weaviate's memory system that enables AI applications to store and retrieve contextual information across interactions, improving long-term context understanding and personalization. The system likely leverages Weaviate's vector database capabilities to efficiently manage and query memory vectors alongside semantic similarity matching. This allows AI models to maintain coherent conversation history and user-specific knowledge without relying solely on in-context learning windows.
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- Build knowledge agents without embeddings
- you have to think more carefully about session management with one million context, not less https://x.com/trq212/status/2044548257058328723
Source: Weaviate | 2026-04-21