Developed an OpenAI-compatible inference provider for the ai-assistant plugin in the headlamp-k8s/plugins repository, enabling seamless integration with vLLM, llama.cpp, Ollama, and other inference servers. Focused on TypeScript and full stack development, the work included implementing base URL normalization, required model field validation, and optional API key support to accommodate both authenticated and auth-free deployments. Leveraged the existing LangChainManager and ChatOpenAI client to maintain API consistency and minimize new dependencies. This feature enhanced deployment flexibility and scalability for AI model delivery, laying the groundwork for future provider expansion while maintaining a clear focus on robust AI integration.