LLM Proposal Management System
Developed during a professional internship, this system automates business proposal generation. It analyzes existing documents to create custom user templates and uses RAG to produce context-aware drafts, significantly streamlining the workflow.
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Intelligent Template Extraction from Documents
Stop wasting time on manual template creation. Upload your existing proposal documents (PDF/DOCX), and let the AI handle the rest. Our advanced language models analyze unstructured text to automatically identify key sections like headers, paragraphs, and fillable fields, generating a structured, reusable, and intelligent template for you in seconds.
Context-Aware Content Generation with RAG
Powered by a Retrieval-Augmented Generation (RAG) architecture, our AI thinks within the context of your custom templates, not just with generic knowledge. Simply provide a brief prompt, and the system will automatically populate each section of your template with consistent, professional, and contextually accurate content, resulting in tailor-made, error-free, and persuasive proposal drafts.
Secure, Version-Controlled, and Collaborative Platform
This platform does more than just generate content—it manages the entire proposal lifecycle. Your data is secured with JWT-based authentication and role-based access control (Analyst, Customer). Every change is versioned and comparable with previous iterations (diff-tracking). You can receive real-time feedback and suggestions from clients, managing the entire process with complete transparency and control.