PolkaGPT - All Polka-lover

applications/PolkaGPT.md

@@ -0,0 +1,146 @@
+# PolkaGPT - All about Polka-lover 
+
+- **Team Name:** OraSci
+- **Payment Address:** ETH :  0xb210Ed16Dbcb2C08b9216DD62Eaa64F7FF2eDF4B
+- **[Level](https://github.com/w3f/Grants-Program/tree/master#level_slider-levels):** 1
+
+## Project Overview :page_facing_up:
+
+`PolkaGPT` is an application tool for the `LLM (Large Language Model)` model designed for developers, researchers, and users to search for documents, suggest code, hint at bug solutions, and more. Additionally, the Polkadot-loving open-source community can contribute to the data repository so that PolkaGPT can be updated continuously
+
+1. **In-Depth Content:**
+
+`PolkaGPT` provides detailed content covering various aspects of the Polkadot ecosystem:
+
++ Parachain
++ Polkadot/Kusama
++ Polkadot SDK
++ Developer tool
++ More 
+
+2. **Developer Resources:**
+
+`PolkaGPT` offers a good resources, including coding examples, best practices, and insights into the tools and frameworks available for efficient development.
+
+3. **Open-source Contribution**:
+
+Based on feedback from the developer community, users, and researchers, `PolkaGPT` can provide more accurate information more quickly. At the same time, it offers the source documentation that `PolkaGPT` has been trained on
+
+4. **Specialized Knowledge:**
+
+`PolkaGPT` is designed to be a specialized hub for anyone wanting to explore the **Polkadot** network comprehensively.
+
+### Project Details
+
+To illustrate how `PolkaGPT` works:
+
+#### Architecture
+
+```mermaid
+flowchart LR
+subgraph Backend_Service
+A[(Multiple Database)] -->C
+B[User]-->C{Answer in database?}
+end
+C --> |False| D[LLM Agent Validation Service]
+subgraph LLM_Agent_Model
+E[Document Search] --> H[LLM]
+F[Youtube Search Agent] --> I((List Link))
+
+end
+
+C --> |True|E
+C --> |True|F
+I --> L((Answer))
+H --> L
+L --> K((Final Answer))
+D --> K
+G[(Vector Database)] --> E
+
+```
+#### Demonstration 
+![Image 1](https://polkagpt.infura-ipfs.io/ipfs/QmYhGEVDJpvn6Spnzrf82DomMiY2UTHYQFHVhmnWoWsfMF)
+
+![Image 2](https://polkagpt.infura-ipfs.io/ipfs/QmTviZGs8MB9RqifkYP4sRzvcvBgXGPjiHUq26rVdstfpd)
+
+### Ecosystem Fit
+
+`PolkaGPT` will help new developers or users in easily and quickly accessing the **Polkadot** ecosystem. The system will provide user-friendly information surrounding **Polkadot**, offering valuable and in-depth insights. Therefore, the information provided is highly useful and specialized. **`BUT POLKAGPT MAY MAKE MISTAKES, SO IT'S NECESSARY TO DOUBLE-CHECK THE INFORMATION`**
+
+
+## Team :busts_in_silhouette:
+
+### Team members / Contact
+
+- **Contact Name:** Dung Ho Dinh (Dustin) / Nhat Cuong / Dzung Doan / Tinh Do Pham Phuc 
+- **Contact Email:** [email protected] / [email protected] / [email protected] / [email protected]
+
+
+### Team's experience
+
++ Dustin is Blockchain Developer. He has 3+ years of experience in Smart Contract like: Solidity language programming (EVM-based) in ETH, BSC,... or Rust in NEAR, Polkadot. And He also have worked in Rust/Substrate in the Polkadot ecosystem.
+
++ Nhat Cuong is currently working in Research and Development at VBI Academy with 2 years of experience in the field of artificial intelligence. He is currently researching the application of LLMs in educational systems. Additionally, he has experience in Rust and DevOps.
+
++ Dzung is an AI/Blockchain Developer with over 5 years of expertise in the AI sector, contributing to the development of diverse products including eKYC, Chatbots, and Recommendation systems. Additionally, he possesses proficiency as a blockchain developer, demonstrating familiarity with Solidity and Rust. His portfolio includes on-chain projects like Nearlend protocol, DinoLand, and Mechmaster
+
++ Tinh's major is Data Science at University of Information Technology, VNU-HCM. He is interested in natural language processing, especially question answering and conversation AI (chatbot)
+
+
+### Team Code Repos
+
+- https://github.com/OraSci-Lab/polkaGPT
+
+## Development Status :open_book:
+`PolkaGPT` stops at the level of ideas and is currently implementing a complete MVP
+
+
+## Development Roadmap :nut_and_bolt:
+
+### Overview
+
+- **Total Estimated Duration:** 8 weeks
+- **Full-Time Equivalent (FTE):** 1.0 FTE
+- **Total Costs:** 10,000 USD.
+
+### Milestone 1
+
+- **Estimated duration:** 1 month
+- **FTE:**  1
+- **Costs:** 3,000 USD
+
+
+| Number | Deliverable | Specification |
+| -----: | ----------- | ------------- |
+| **0a.** | License | Apache 2.0 / GPLv3 / MIT / Unlicense |
+| **0b.** | Documentation | Documents containing the description of whole architecture for PolkaGPT including AI prompt, Backend|
+| **0c.** | Testing Guide | Providing a full test suite and guide for POC |
+| **1a.** | AI prompt | Researching and implementing about features in PolkaGPT: retrieval tools, search tools, interaction with user, ... |
+| **1b.** | Backend Service | Design and implement backend service for AI model |
+
+| **2.** | Frontend | POC backend for chatbot PolkaGPT and refer docs to users |
+| **3.** | Docker | Dockerise backend service and automatically trained AI model |
+
+
+
+### Milestone 2
+
+- **Estimated Duration:** 1 month
+- **FTE:**  1
+- **Costs:** 7,000 USD
+
+
+
+| Number | Deliverable | Specification |
+| -----: | ----------- | ------------- |
+| **1a.** | Backend | Apply Redis and microservice  technologyto enhance response quickly, accurately |
+| **1b.** | AI Prompt |  Optimize AI model   |
+| **1c.** | Blockchain | Apply Trustworthy data based on blockchain technolgy to train model -> more precise and robustness |
+
+
+## Future Plans
++ Optimize Backend Service
++ Optimize AI prompt  
++ `Trustworthy Data` based on `Polkadot`` Technology ( In Researching)
+
+