The problem Hack Doc solves

Empowering Beginner Developers

Recognizing the challenges faced by novice developers, we are leveraging upstage's document parsing and information extraction tools to train our own AI agent. This agent provides quick access to technical documentation, bridging complex concepts with practical application.

Future Roadmap

• RAG Integration:
  We plan to incorporate Retrieval-Augmented Generation (RAG) for precise, context-aware responses.

• MCP Server Expansion & IDE Integration:
  Expanding our MCP servers will allow seamless integration with Integrated Development Environments (IDEs), automating key stages such as development, testing, and deployment.

Benefits

• Efficiency: Automation reduces manual workload and accelerates development cycles.

• Quality: Fewer human errors lead to more reliable code.

• Innovation: Developers can focus on creativity and innovative solutions.

Conclusion

In summary, our initiative is dedicated to reducing the steep learning curve for novice developers. Through the use of upstage's document processing tools and a strategic roadmap that encompasses RAG support and MCP server expansion, we are set to create an integrated, automated environment that empowers developers to focus on building innovative solutions. This comprehensive approach promises to enhance the efficiency and accuracy of development work, paving the way for greater innovation and success in the tech community.

Challenges we ran into

firstable, there's an issue that using upstage api. the primary one is there's a limitation in api key. even i didn't used all of credits. so we have to wait for sometimes. and when i build elizaos plugin-upstage, in document, they used FormData, that is deprecated one. and in eliza, they using another FormData that exactly same spell. so it has occurred error. so i spent much time to solve that.