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BuildrLab open engineering

Learn it.
Run it. Inspect it.

Visual tutorials and working demos for developers exploring document AI and agent workflows. Start locally, inspect the code and understand the trade-offs before adapting a system to real business data.

BuildrLab RAG Field Guide with visual lessons and an interactive retrieval tutorial
Open-source tutorial

RAG Field Guide

An interactive guide to embeddings, chunking, retrieval and evaluation, paired with a runnable Docker starter.

PythonRAGQdrant
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BuildrLab MarketingOS dashboard showing content workflows and review status
Open-source demo

MarketingOS

From business knowledge to a reviewed draft and a published CMS article, with human approval at the centre.

PythonOllamaStructured output
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BuildrLab SupportOps workspace showing support tickets, account context and approved helpdesk delivery
Independent demo

SupportOps

Policy-grounded support replies, account lookups and human-approved helpdesk updates, with reliable delivery and visible receipts.

PythonOllamaStructured output
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All tutorial data is synthetic. These examples teach engineering decisions and demonstrate workflows; they do not establish production scale, customer adoption or universal model accuracy. Discuss production requirements.

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