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Poster
in
Affinity Workshop: LatinX in AI

Offline Language-Based Support System for Tactical Decision-Making in Air Combat Operations

Joao Dantas


Abstract:

We present an offline language-based support tool to assist tactical decision-making and training in air combat operations. The system applies retrieval-augmented generation (RAG) to answer natural language questions using content extracted from doctrinal and tactical manuals. Built entirely with open-source components, it performs text preprocessing, embedding generation, and semantic search locally, ensuring full offline functionality. We demonstrate its current capabilities through use cases involving air combat manuals and discuss potential applications in onboard mission systems, flight simulators, and training environments. The source code is modular and intended for public release to support future extensions and integration.

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