How to Build an Advanced AI Agent with Summarized Short-Term and Vector-Based Long-Term Memory

In this tutorial, we walk you through building an advanced AI Agent that not only chats but also remembers. We start from scratch and demonstrate how to combine a lightweight LLM, FAISS vector search, and a summarization mechanism to create both short-term and long-term memory. By working together with embeddings and auto-distilled facts, we can […] The post How to Build an Advanced AI Agent with Summarized Short-Term and Vector-Based Long-Term Memory appeared first on MarkTechPost.

2025-09-02 17:30 GMT · 10 months ago www.marktechpost.com

In this tutorial, we walk you through building an advanced AI Agent that not only chats but also remembers. We start from scratch and demonstrate how to combine a lightweight LLM, FAISS vector search, and a summarization mechanism to create both short-term and long-term memory. By working together with embeddings and auto-distilled facts, we can […] The post How to Build an Advanced AI Agent with Summarized Short-Term and Vector-Based Long-Term Memory appeared first on MarkTechPost.

Original: https://www.marktechpost.com/2025/09/02/how-to-build-an-advanced-ai-agent-with-summarized-short-term-and-vector-based-long-term-memory/