Knowledge Management
RAG.md · 6 documents
Glossar
Begriffe und Konzepte, die in den Experiment-Dokumenten verwendet werden.
Curated AI Tools
> A curated list of top-tier artificial intelligence tools
Changelog
All notable changes to AvocadoDB will be documented in this file.
README

Knowledge Base & RAG Guide
RadOps features a dynamic Knowledge Base (KB) system that implements Retrieval Augmented Generation (RAG). Instead of hardcoding retrieval logic, RadOps automatically generates **Dynamic Tools** for the agent based on your configuration.
Understanding Knowledge in LLM-Based AI Agents
Knowledge is the foundation of intelligence, enabling AI agents to understand, reason, and generate meaningful responses. In the context of large language model (LLM)-based AI agents, knowledge plays a crucial role in driving interactions, solving problems, and adapting to new scenarios. Some industries may refer to knowledge as **memory**, emphasizing the ability to retain and utilize past experiences. Moreover, **knowledge extraction** allows AI agents to engage in reflection and self-improvem