| Project Overview | This project direction connects recent LLM and blockchain-security research with practical Web3 applications. The work can involve smart-contract explanation, vulnerability detection, transaction risk scoring, certificate verification, or blockchain-backed academic workflows. The reference paper, 'Retrieval-Augmented Generation for Large Language Models: A Survey', provides the academic base for the topic. Instead of copying the paper abstract directly, this page keeps the same research intent in a safe paraphrased form: the system retrieves relevant document chunks before generating answers, improving factual grounding and reducing unsupported responses. The final student implementation can include dataset preparation, model/API integration, dashboard or app interface, result explanation, and a short documentation-ready workflow. |
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| Research Paper Title | Retrieval-Augmented Generation for Large Language Models: A Survey |
| Research Paper / PDF Link | Open Paper / PDF |
| Year | 2023 |
| Project Area | Blockchain & Web3 |
| Project Type | Blockchain Project |
| Required Tools / Software | Solidity, Remix, Hardhat, Web3.js, Python, ML/LLM API, Ganache/Testnet |
| Main Features / Working Principle | Collect or upload relevant data, preprocess it, apply an AI/ML/LLM/RAG/software workflow, and present the result through a dashboard or application interface for Blockchain & Web3. |
| Expected Output | A working B.Tech project prototype for Blockchain & Web3 with input, processing, result display, and explanation/report sections. |
| Possible Add-ons | Admin panel, PDF report export, model comparison, source citations, login system, WhatsApp help button, and deployment on cloud/hosting. |
| Get Help | Get Help on WhatsApp
Message: Hi FE, I need help with "RAG-Based Web3 Documentation Assistant" in "Computer Science & Engineering" |
This B.Tech Computer Science & Engineering project resource connects a recent research direction with a practical implementation plan, tools, expected output, and possible extensions.