Memória de IA

A memória de IA permite que modelos e agentes se lembrem de interações passadas, se adaptem ao longo do tempo e raciocinem com mais eficácia. Examinamos a capacidade dos modelos de memória de longo prazo (LLMs) mais populares de armazenar informações tanto na memória de longo prazo quanto na de curto prazo, juntamente com seus recursos de janela contextual.

Melhores LLMs para Janelas de Contexto Estendidas

Memória de IAMai 26

We ran a proprietary 32-message conversation test on 22 leading AI models to see how much of their advertised context windows actually work. The conversation includes synthesis tasks that require recalling information from earlier messages, not just parroting the last thing said.

Memória de IA: Modelos de IA Mais Populares com a Melhor Memória

Smarter models often have worse memory. We tested 26 large language models in a 32-message business conversation to determine which actually retain information. AI memory benchmark results We tested 26 popular large language models through a simulated 32-message business conversation with 43 questions.

Memória de IAMar 6

Aplicativos de IA com MCP Benchmark de Memória & Tutorial

We tested four Model Context Protocol (MCP) memory servers to measure which ones actually retain and retrieve context across AI agent sessions. Using LangChain’s ReAct Agent, we connected each server, ran standardized multi-session conversations, and scored them on memory operation accuracy.