LLM Application Frameworks — LLM Application Development Roadmap
Build on a framework or directly on APIs
Steps in LLM Application Frameworks
- Overview of LLM Application Frameworks — beginner · What frameworks like LangChain and LlamaIndex actually provide
- When to Use a Framework vs Build Directly on APIs — beginner · Trade-offs in abstraction versus control
- Orchestration Frameworks Compared — beginner · Differences in philosophy between popular orchestration tools
- Framework Lock-In Risks — beginner · Keeping an application portable across underlying frameworks and models
- Contributing to and Extending Frameworks — beginner · Building custom components within an existing framework
Part of
- LLM Application Development roadmap — the full learning path