Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

@article{175765,
        author = {Havishya Vally Sunkara and Divya Sree Jampani and Manasa Tamma and Visweswara Sujith Kumar Grandhi and Doddapaneni V Subba Rao},
        title = {High-Fidelity Contextual Generation via Prompt-Controlled Large-Context RAG},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {11},
        pages = {4234-4240},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=175765},
        abstract = {},
        keywords = {Large Language Models (LLMs), Retrieval- Augmented Generation (RAG), Prompt Engineering, Structured Prompt Architecture (SPA), Large Context Window, Contextual Grounding, Contextual Synthesis, Verifiable AI, Zero-Shot Learning, Faithful Generation, Fine-tuning Alternatives, Commercial Applications, Dynamic Data.},
        month = {April},
        }