#llm-context

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#long-term-memory #stateful-ai #mem0 #supermemory #system-prompt #environment #tool-descriptions #azure-devops
fromLogRocket Blog
5 days ago

Building AI apps that remember: Mem0 vs Supermemory - LogRocket Blog

Large Language Models (LLMs) enable fluent, natural conversations, but most applications built on top of them remain fundamentally stateless. Each interaction starts from scratch, with no durable understanding of the user beyond the current prompt. This becomes a problem quickly. A customer support bot that forgets past orders or a personal assistant that repeatedly asks for preferences delivers an experience that feels disconnected and inefficient.
Artificial intelligence
Artificial intelligence
fromMedium
1 month ago

How AI "remembers", and what it means for you as a builder-Part 1

Context is a strictly ordered, growing memory for an LLM composed of messages (cards) including the system prompt, environment, tools, and chat interactions.
DevOps
fromAzure DevOps Blog
3 months ago

Azure DevOps local MCP Server is generally available - Azure DevOps Blog

Local MCP Server for Azure DevOps is now generally available, providing on-prem context injection for LLMs to access Azure DevOps data securely.
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