LLM API Integration

Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.

Use When

• Integrate LLMs into any application — OpenAI, Anthropic Codex, DeepSeek, and Gemini APIs directly (no framework required), streaming responses, function calling/tool use, embeddings and semantic search, multi-model routing, prompt caching, rate...
• The task needs reusable judgment, domain constraints, or a proven workflow rather than ad hoc advice.

Do Not Use When

• The task is unrelated to ai-llm-integration or would be better handled by a more specific companion skill.
• The request only needs a trivial answer and none of this skill's constraints or references materially help.

Required Inputs

• Gather relevant project context, constraints, and the concrete problem to solve.
• Confirm the desired deliverable: design, code, review, migration plan, audit, or documentation.