resource
PulseAugur coverage of resource — every cluster mentioning resource across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
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LangGraph bot uses MCP Resource for persistent episodic memory
A developer encountered an issue with a support bot built using LangGraph, where the bot repeatedly forgot conversation context. The problem stemmed from using a simple in-memory store for episodic memory, which was los…
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Model Context Protocol (MCP) primitives and server setup explained
The Model Context Protocol (MCP) is a framework for building agentic AI systems, offering primitives like tools, resources, and prompts. Tools are reusable functions for specific tasks, resources provide information for…
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Build an MCP Server with TypeScript: A Practical Guide
This article provides a comprehensive guide to building a Model Context Protocol (MCP) server using TypeScript. It addresses the fragmentation in MCP documentation by offering a practical, production-ready example that …
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LLM integration: Dynamic resources and parameterized URIs explained
This article details advanced techniques for integrating external data into large language models, focusing on the distinction between 'Resources' (data to be read) and 'Tools' (actions to be executed). It explains how …