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Projects

Guided builds you finish with something running: three on retrieval, three on agents. Each opens with a brief, a stack and what you will be able to show afterwards.

Retrieval projectsComing soon

Coming soonProjectIntermediateSupport assistant over your own docsA RAG assistant for a product's help centre: ingestion, chunking that respects structure, citations the reader can check.RAGPythonFastAPIpgvectorComing soonProjectIntermediatePolicy search for a compliance teamHybrid search over long policy PDFs, with versions, effective dates and an audit trail of what was shown to whom.RAGHybrid searchPDFAuditComing soonProjectAdvancedAn evaluation harness for RAGGolden questions, retrieval and answer scoring, regression gates in CI. The project every other RAG project needs first.RAGEvaluationCI

Agent projectsComing soon

Coming soonProjectIntermediateA research agent that shows its workPlans a question, searches, reads, and writes a brief with sources, with every step visible and every claim linked.AgentsSearchCitationsComing soonProjectAdvancedAn on-call agent that follows the runbookReads alerts, follows a runbook step by step, asks a human before anything destructive, and writes the incident note.AgentsOpsHuman approvalComing soonProjectIntermediateA data-cleaning agent for messy exportsTakes a spreadsheet nobody wants to touch, proposes a schema, cleans it in steps, and explains every change it made.AgentsDataPython