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Documentation Index

Fetch the complete documentation index at: https://docs.stellartrail.io/llms.txt

Use this file to discover all available pages before exploring further.

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The Neural Engine

“AI” is often used as a marketing buzzword for a simple chatbot slapped onto a spreadsheet. At StellarTrail, AI is the foundational architecture of the platform. We refer to this underlying system as the Neural Engine. This page explains how it actually works, without getting bogged down in the code.

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The Problem with Generic AI

If you paste a chart into ChatGPT and ask “Should I buy?”, it gives you a generic answer based on public technical analysis definitions. It doesn’t know you. It doesn’t know that you tend to revenge trade after three consecutive losses, or that your performance drops significantly when trading Forex compared to Equities.

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Putting You at the Center

The Neural Engine is designed to solve this context problem. It operates on a continuous feedback loop:
  1. Ingestion: As you use the platform—fetching live quotes on the Chart, reading Insights, and most importantly, logging entries in your Journal—the Neural Engine is quietly observing the metadata of your actions.
  2. Analysis: When you ask the AI Coach to review a trade, it doesn’t just look at the entry price. It pulls your historical win rate, reads the qualitative Rationale paragraph you wrote for that specific trade, and cross-references it against current market volatility.
  3. Actionable Output: Instead of giving you a definition of a moving average, the Engine might say: “I notice you forced this breakout trade while the VIX was dropping, violating your standard setup. I recommend reviewing the ‘Patience in Low Volatility’ module.”

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Retrieval-Augmented Generation (RAG)

How does the Coach know exactly which educational module to recommend? We use a technique called Retrieval-Augmented Generation. We have embedded our entire proprietary Education Hub into a vector database. When the Coach identifies a weakness in your trading behavior, it actively searches this database, retrieves the exact paragraphs relevant to your mistake, and incorporates that specific teaching material into its response to you. You aren’t just getting an AI summary of the internet; you are getting a highly curated lesson pulled precisely when you need it.