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19 posts tagged with "agents"

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September 22, 2026 · 17 min read

Agent Memory with Engram: A Practical Guide

Learn how to use Engram effectively, from writing topic descriptions that control extraction to choosing bounded topics and scopes, selecting a retrieval mode, and placing memories in your prompt without hurting prompt-cache efficiency.

April 2, 2026 · 10 min read

Oh Memories, Where'd You Go

Two weeks of dogfooding Engram, Weaviate's memory product, in daily Claude Code sessions. This surfaced where a dedicated memory product adds value, and the specific mechanics that prevent integration with coding assistants from working well.

August 12, 2025 · 22 min read

Elysia: Building an end-to-end agentic RAG app

Elysia is an open-source, decision tree-based agentic RAG framework that dynamically displays data, learns from user feedback, and chunks documents on-demand. Built with pure Python logic and powered by Weaviate, it's designed to be the next evolution beyond traditional text-only AI assistants.