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最佳 Agent Memory(2026)

Daniel Nikulshyn作者 Daniel Nikulshyn·更新 2026年6月·已评测 2 个工具

A curated guide to the best Agent Memory tools, which give AI agents persistent context, recall, and long-term knowledge across sessions and tasks.

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最佳 Agent Memory(2026)

  1. 1Neon AIServerless Postgres built for AI agents and developers who ship fast
    4.5 (4)
  2. 2LangMemAn SDK enabling AI agents to learn and adapt through long-term memory integration.
    4.0 (4)
1

Neon AI

Serverless Postgres built for AI agents and developers who ship fast

4.5 (4)
· freemium
Neon AI screenshot

Neon AI is a serverless Postgres platform designed to support modern application development, including workloads driven by AI agents. It offers instant database provisioning, branching similar to Git, and automatic scaling, making it well suited for teams that need to spin up, test, and tear down environments quickly. The service is positioned for developers building AI-powered applications, with features like pgvector support for embeddings, copy-on-write branches for experimentation, and an API that lets agents create and manage their own databases programmatically. Neon separates storage from compute, which enables scale-to-zero pricing and fast cold starts. Teams typically use Neon to back SaaS products, multi-tenant apps, preview environments, and agent-driven workflows where many short-lived databases are needed on demand.

  • Serverless Postgres with autoscaling compute
  • Git-style database branching and point-in-time restore
  • pgvector extension for embeddings and similarity search
  • Separation of storage and compute
  • Developer API for programmatic database management
  • Preview environments and CI/CD integration
2

LangMem

An SDK enabling AI agents to learn and adapt through long-term memory integration.

4.0 (4)
· freemium
LangMem screenshot

LangMem is a Agent Memory tool listed on Agent Pantheon.

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