[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  Towards Data Science [@TDataScience](/creator/twitter/TDataScience) on x 242.1K followers Created: 2025-07-22 23:14:01 UTC Agentic AI needs more than clever prompts. It needs memory. In this thoughtful breakdown, Ida Silfverskiöld explains the architectures behind LLM memory systems, from “pocket-sized facts” to long-span summaries, and when to choose knowledge graphs over vector stores. XXXXX engagements  **Related Topics** [llm](/topic/llm) [coins ai](/topic/coins-ai) [agentic](/topic/agentic) [Post Link](https://x.com/TDataScience/status/1947797309095346280)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
Towards Data Science @TDataScience on x 242.1K followers
Created: 2025-07-22 23:14:01 UTC
Agentic AI needs more than clever prompts. It needs memory. In this thoughtful breakdown, Ida Silfverskiöld explains the architectures behind LLM memory systems, from “pocket-sized facts” to long-span summaries, and when to choose knowledge graphs over vector stores.
XXXXX engagements
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