RAG
Coverage of RAG in the Nexus archive.
- Please don't spam people looking for employment. It's just cruel
Ilia, an unemployed immigrant with debt and job search challenges, received a spam email from someone offering AI and software development services. He expresses frustration that such messages exploit the desperation of job seekers, urging empathy and suggesting ways to cultivate humanity in AI systems.
- Show HN: I built a RAG and knowledge graph agent that runs locally
Claw-Coder is a locally running AI agent designed to address privacy and security concerns in code development by using a knowledge graph and RAG (Retrieval-Augmented Generation) with tools like Docker execution and search capabilities to enhance performance.
- Show HN: AI memory with biological decay (52% recall)
This article introduces an AI memory system inspired by biological decay, using the Ebbinghaus forgetting curve to manage context dynamically. It combines spaced repetition with a graph layer over vector stores, achieving 52% Recall@5 on the LoCoMo dataset and reducing token waste by 84%. The system is built as a local-first MCP server using DuckDB.