AI Research Platform (Planning Phase)
Status: 🚧 Planning & System Architecture
Overview
Avyakta Intelligence is an upcoming AI-assisted research platform currently being planned in collaboration with an Assistant Professor of Botany at Tribhuvan University.
The project aims to combine conversational artificial intelligence with academic evidence retrieval, ecological knowledge, and transparent citation workflows to create a trustworthy research experience for students, researchers, and knowledge communities.
Unlike conventional AI assistants, Avyakta Intelligence is being designed with research integrity, evidence transparency, and responsible knowledge governance at its core.
Why This Project?
Large language models have transformed how people access information, but researchers still face important challenges:
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AI responses are not always easy to verify.
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Local ecological knowledge is rarely represented.
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Scientific evidence is often disconnected from AI-generated answers.
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Knowledge ownership and consent are frequently overlooked.
Avyakta Intelligence aims to bridge these gaps through thoughtful system design rather than simply building another chatbot.
Planned MVP
The first release is expected to include:
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Secure user authentication
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AI-powered research assistant
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Conversation history
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MIT DSpace integration
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Automatic academic citations
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Research-friendly interface
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Administrative dashboard
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Prompt management
Proposed Technology Stack
Backend
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Laravel 12
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PHP 8.3
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MySQL
Frontend
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Blade
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Tailwind CSS
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Alpine.js
Artificial Intelligence
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Claude API
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OpenAI API
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Provider abstraction layer
Future Roadmap
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Retrieval-Augmented Generation (RAG)
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Vector database
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Knowledge graph
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Fine-tuned research model
My Role
As Technical Lead, I am responsible for:
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Solution architecture
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Backend engineering
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AI integration
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Database design
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API development
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Infrastructure planning
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Deployment strategy
The scientific vision and research direction are led by the project's academic collaborator.
Current Progress
✔ Vision Definition
✔ System Architecture Planning
✔ MVP Scope
✔ Technology Evaluation
⏳ Development Begins Soon
Looking Ahead
The long-term goal is to build a trusted AI research platform that helps researchers discover, verify, and preserve knowledge through artificial intelligence supported by transparent academic evidence.
Artificial Intelligence generates answers.
Avyakta Intelligence builds trust.
