Completion of AI-Powered Research Assistant
Publicada el 2026-07-16
Descripción de la oferta
Hi, I'm looking for an experienced developer/team to take over and complete my existing MCA final year project instead of building a new one from scratch. Project Name QueryMesh – AI-Powered Multi-Agent Research Assistant Project Goal The application allows users to upload single or multiple research papers (PDFs), ask AI about any questions based only on those uploaded papers, generate answer for them .if they ask for research reports it must provide report (pdf , docs) and generate PowerPoint presentations(optional). The project is intended for my MCA major project, so the code should be clean, well-structured, and fully functional. Current Technology Stack Frontend - React + Vite - React Router - Axios - React Markdown - React Icons - Custom CSS Backend - Python 3.11 - FastAPI - SQLAlchemy - PyMuPDF (fitz) - bcrypt - Google Gemini API Database Xampp - MySQL What is Already Completed - User authentication (Register, Login, Forgot Password, Google Login) - Responsive React frontend with sidebar navigation - single or multiple PDF upload and storage - MySQL database integration - Chat interface - Chat history - Google Gemini integration - AI answers based on the uploaded PDF - Backend APIs for authentication, upload, papers, and chat - Workspace UI with papers panel and chat panel What Needs to Be Completed The biggest requirement is converting it into a true Multi-Agent AI Research Assistant. The remaining work includes: 1. Implement a proper RAG pipeline using embeddings and a vector database (ChromaDB or FAISS) instead of sending the entire PDF directly to Gemini. 2. Add real AI agents: - Planner Agent - Research Agent - Summarizer Agent - Citation Agent - Report Generator Agent - Presentation (PPT) Generator Agent (optional) 3. Support multiple or single uploaded PDFs and allow questions across all uploaded papers. 4. Generate research reports that can be downloaded as PDF or DOCX. 6. Add citations/page references in AI answers wherever possible. 7. Build the remaining pages such as Reports, History, Dashboard, and Settings. . 9. Improve the agent workflow with real execution instead of placeholder UI. 10. Fix any bugs, optimize the code, and ensure the application runs smoothly. 11. Admin panel Expected Final Features - Upload multiple research papers - AI Question Answering based on uploaded papers - Multi-Agent workflow - RAG search - Research report generation - PPT generation(optional) - Chat history - PDF viewer - Download reports and presentations - Clean UI and complete documentation Important I do not want the project rewritten from scratch. I want someone to continue developing the existing codebase, preserve the current architecture (React + FastAPI + MySQL), and complete the remaining functionality. If you're interested, I can share the complete source code and project files. Please let me know: - Whether you can complete it. - Your estimated timeline. - The total cost. - Whether you'll provide the full source code and documentation after completion. Thank you!
Skills
- React
- Machine Learning
- JavaScript
- FastAPI
- MySQL
- Vector Databases
- Python
- HTML
- NLP
- SQLAlchemy
- Vite
- CSS
- RAG
- Microsoft PowerPoint
Fuente original: freelancer