Hi everyone, thank you for today’s call (2025.10.09). Special thanks to @Gianm and @DiegoWenHao for presenting ICP Coder! This is the generated summary (short version, please find the long version here ): The session featured Gian and Diego presenting ICP Coder, an open-source Motoko-focused AI coding assistant that integrates with VS Code/Cursor via an MCP server and leverages RAG over curated Motoko documentation and code. It currently runs locally using Chroma as the vector database and Google Gemini as the LLM, offering semantic retrieval and context-aware code generation. The team plans to host a Web2 version soon and later migrate to ICP canisters once technical constraints allow. Discussion covered database scalability, embedding model trade-offs, and future directions like Agentic RAG, configurable sentence transformers, and multi-language support (Rust, TypeScript, Python). The demo successfully showcased live ingestion and retrieval, impressing participants with its hands-on, transparent setup.
Links shared during the call:
- ICP Coder forum thread: ICP Coder: AI Assistant for Motoko code generation - #3 by Gianm
- ICP Coder repo: GitHub - DiegoFloresWenHao/ICP_Coder: LLM RAG implementation for Motoko Code Generation Enhancement
- Paper on RAG: [2507.18515] A Deep Dive into Retrieval-Augmented Generation for Code Completion: Experience on WeChat