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REMI is an AI financial assistant and does not provide licensed financial, legal, or investment advice.

Concepts Used in REMI

  • ML Concepts

    TF-IDF, Logistic Regression, Pipeline, supervised learning, model serialization (.pkl)

  • NLP Concepts

    Tokenization, Lemmatization, Goal Mapping, spaCy integration

  • LLM Integration

    Dynamic prompting, real-time API requests, message history management

  • System Design

    Cloud deployment, session memory, dual-mode logic (freeform vs structured input)

  • UX/Persona Design

    Distinct assistant voice, follow-up strategies, financial tone + realism