Weaviate
Agent platforms

Agent Memory with Engram: A Practical Guide

Our short summary of Weaviate’s engineering write-up. The full story, with all the detail, is on their blog.

Read the full write-up on weaviate.io (opens in a new tab)

Problem

Agents struggled to keep track of past conversations, leading to repetitive or irrelevant responses.

Solution

Created Engram, a managed memory service that stores conversation data, extracts facts into topics, and lets agents search past memories before generating replies.

Want the architecture, code and numbers? They’re in the original post.

Read the full write-up on weaviate.io (opens in a new tab)

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