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databricks1 Hot0 comments4 min read
Introducing Agent Memory on Databricks
AI summary
Databricks giới thiệu Agent Memory, một tính năng mới trong Lakehouse IQ giúp AI agents lưu trữ và truy xuất thông tin qua các phiên hội thoại. Hệ thống này sử dụng vector embeddings và similarity search để lưu trữ ngữ cảnh dài hạn, giải quyết vấn đề giới hạn window size của các LLMs hiện tại. Agent Memory giúp giảm 40% lỗi do mất ngữ cảnh trong các cuộc hội thoại dài so với các không gian làm việc trước đây. Điều đáng học là cách kết hợp vector databases và retrieval-augmented generation để cải thiện trải nghiệm người dùng khi làm việc với các AI agents trên nền tảng Lakehouse.
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Why read it: Bài giới thiệu Agent Memory on Databricks giúp lập trình viên hiểu cách quản lý trạng thái trò chuyện phức tạp trong các ứng dụng AI.
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Source: https://www.databricks.com/blog/introducing-agent-memory-databricks. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.
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