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Supporting developers, startups, and full-fledged companies building on Stellar and Soroban
© 2025 Stellar Development Foundation
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By Canfy
A developer copilot trained on extensive knowledge of Stellar and Soroban to navigate the complexities and assist on apps creation
Our solution will accelerate development on top of Stellar and Soroban for community members of all levels, increase the adoption rate due to easy onboarding and continuous support - including assistance in development, debugging issues, interpreting complex cases, and finding solutions for user-generated content. Both newcomers and experienced members of the Stellar community will be able to focus on their main tasks - CanFY will take care of the rest for them.
Documents and Code AI Assistant: This tool will assist new Soroban users during onboarding and provide guidance for more experienced users through development documentation, including code generation and issue resolution. Canfy is a modular system encompassing a unique data processing and search engine. This system maximizes the efficiency of modern OSS LLMs (large language models) and OpenAI GPT models. In the initial phase, we'll create and fine-tune an independent instance of Canfy specifically for the Soroban community. This instance will host and routinely update all current documentation, example code, and all public issues and discussions related to Soroban.
Discord Canfy Integration for the Soroban Community: This will be a boon for the entire community. The Canfy system will utilize public Discord chat data to assist in resolving complex cases and answering even more specialized questions. We'll develop a Discord bot that syncs data from Discord to the Canfy instance database. This bot will also serve as an additional interface to address questions and assist with issues.
Custom Encoder and OSS LLM for the Soroban Community: This is the project's primary deliverable. It promises an unparalleled understanding of Soroban data, significantly enhancing the accuracy of answers and solutions provided by the system. The community can also use it for private and sensitive data in internal projects. With a custom OSS LLM, Canfy becomes a wholly independent, self-hosted system that ensures data remains within its components and is not transmitted elsewhere. To achieve this, we'll use data from the first two steps and generate additional dialogs with the help of our LLMs, which are trained specifically for this purpose. Armed with this new dataset, we'll be able to fine-tune our encoder and LLM to concentrate on the Soroban-specific data domain.
$50.1K
Maxim Kushner
No other submissions.