Hackathon - Kiln 🐧
2nd Place WINNERS of the Kiln Connect category! 🏆
This project was developed as a solution for a hackathon organized by Kiln, focusing on innovation and data accessibility in staking and blockchain technology 🏆
The goal is to provide an AI-powered assistant that both educates on blockchain concepts and can help advanced users quickly retrieve precise, real-time data using Kiln's API. Acting as a bridge to the blockchain, the AI makes information more accessible, and actionable.
The first step is to have the user's prompt go through a simple sentiment analysis using a python script, allowing it to narrow down which data is necessary and from there make the right API call to retrieve it. In a fully fledged version, a more thorough sentiment analysis using modified Afinn and allowing it to understand actionable words to enable it to make actions (such as handling: transactions, withdrawing, staking on behalf of the user).
The aim of this project was to demonstrate a functional proof of concept, for this we decided to limit the data received through Kiln's API to what we thought would be necessary for a MVP. For a fully operational version, all Kiln API endpoints should be integrated to maximize the chatbot's capabilities.
The AI is fed real-time data from Kiln's API to provide accurate responses. Currently supported endpoints:
Get_Stakes: Information on validators and associated walletsGet_Reward: Reward details for a given wallet or validatorGet_ETH_Stats: Global Ethereum network statisticsGet_Kiln_Stats: Kiln-specific activity data on EthereumGet_Transaction_Status: Status of an Ethereum transaction
- 🛠 Blockchain Actions: Integration of Kiln's UI widget for direct user actions
- 📡 Extended Kiln API Support: Add new API endpoints for broader information coverage
- 🤖 AI Model Enhancement: Use a blockchain-trained LLM model locally, to improve response quality, privacy and compliance
Special thanks to Kiln for organizing the hackathon!