RMRobert McBrydeinai-notebook.uk路Jun 9 路 3 min readWhat is LangChain/LangGraph?LangChain exists as both an open-source framework and a venture-backed company. The framework, introduced in 2022 by Harrison Chase, streamlines the development of LLM-powered applications with suppor00
RMRobert McBrydeinai-notebook.uk路Jun 8 路 13 min read馃攷 Implementing a web search toolLet's assume we are creating a 'Research Agent'. An essential capability might be the ability to access the web for up to date information that may not be part of our LLM's training data. We will achi00
RMRobert McBrydeinai-notebook.uk路Jun 4 路 13 min read馃敡 LLM ToolsDespite their impressive capabilities, LLMs have inherent limitations that prevent them from functioning as fully autonomous agents. These limitations fall into three categories: temporal, interaction10
RMRobert McBrydeinai-notebook.uk路Jun 4 路 15 min read馃 Building Your First AI AgentTo create our first AI agent, we will build upon the basic concepts we explored previously. To complete our agent, we need to complete a number of tasks: define our structured output response format 20
RMRobert McBrydeinai-notebook.uk路Jun 4 路 5 min readEvaluation: Measuring our Agents capabilities with GaiaWhen working with the non-deterministic nature of LLMs (the same prompt will return different responses each time, due to the probabilistic nature of LLMs) traditional means of software testing are no20
