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AI Chatbots in ERP: Transforming Source Code into Knowledge Bases

This article explores the use of AI chatbots within Enterprise Resource Planning (ERP) systems, specifically focusing on Microsoft's Business Central. The author details a method for transforming AL source code into a semantic knowledge base using Retrieval-Augmented Generation (RAG) to provide context for these AI assistants. The approach aims to overcome the challenge of maintaining up-to-date documentation by leveraging the source code itself as the most comprehensive and historically tracked information source. AI

IMPACT Enables more context-aware AI assistants within specialized business software by leveraging source code.

RANK_REASON The article describes a technical method for using AI within a specific software product (ERP), which falls under tooling rather than a core AI release or significant industry event.

Read on dev.to — LLM tag →

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AI Chatbots in ERP: Transforming Source Code into Knowledge Bases

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  1. dev.to — LLM tag TIER_1 English(EN) · Serhii Korniichuk ·

    AI Chatbots in ERP or Effective Technique for Transforming AL Source Code into a Semantic Knowledge Base via RAG

    <h4> <em>What if an exhaustive description of how your solution works had been at hand all along: complete, up to date, with a full history of changes? The only paradox is that using it directly is nearly impossible. Here's how I tried to get around that with modest, cheap, local…