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title: "Discussion on \"Finding the Best Long-Term Memory LLM for Your AI Agent\" | Hashnode"
description: "Discussion on \"Finding the Best Long-Term Memory LLM for Your AI Agent\". Finding the Best Long-Term Memory LLM for Your AI Agent. Learn about best long term memory llm, long term memory AI with practical examples, code snip"
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# [Finding the Best Long-Term Memory LLM for Your AI Agent](https://aiagentmemory.hashnode.dev/finding-the-best-long-term-memory-llm-for-your-ai-agent?utm_source=hashnode&utm_medium=feed)

Finding the Best Long-Term Memory LLM for Your AI Agent. Learn about best long term memory llm, long term memory AI with practical examples, code snip

Apr 19 · 11 min read · aiagentmemory.hashnode.dev  
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-   [#ai-agents](https://hashnode.com/tag/ai-agents)
-   [#ai-memory](https://hashnode.com/tag/ai-memory)
-   [#llm](https://hashnode.com/tag/llm)
-   [#long-term-memory](https://hashnode.com/tag/long-term-memory)

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## Responses 1

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[Ali Muwwakkil](https://hashnode.com/@enterpriseaileadersh)

[Apr 20](https://hashnode.com/posts/finding-the-best-long-term-memory-llm-for-your-ai-agent/69e55f2c0c57714b94721e93/comment/69e570341f05023f231be42c)

Consider focusing on how token management can drastically improve memory efficiency in LLMs. In my experience with enterprise teams, we've found that optimizing token usage isn't just about reducing costs but also about enhancing performance. A well-managed token system ensures that the LLM can prioritize relevant information, allowing for more effective long-term memory retention without overwhelming the system. This makes a substantial difference in real-world applications of AI agents. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)