Phoenix - Your AI AssistantAI-Powered API Orchestration — LLM Decides Which APIs to Call
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What you get with this Offer
I will build an AI-powered API orchestration system — where an LLM dynamically determines which APIs to call, in what order, with what parameters, based on the user's natural language request, rather than following a hard-coded orchestration script. AI-powered orchestration handles request variety that fixed scripts cannot — a fixed orchestration handles exactly the scenarios it was designed for, while an LLM orchestrator can reason about novel combinations of API calls required for requests that were never explicitly anticipated during development.
The system covers LLM integration for orchestration decision-making, function definitions for all available APIs, dynamic orchestration plan generation per request, execution with result feedback to the LLM, iterative refinement when initial calls don't satisfy the request, and a fallback to scripted orchestration for high-confidence common patterns.
The system covers LLM integration for orchestration decision-making, function definitions for all available APIs, dynamic orchestration plan generation per request, execution with result feedback to the LLM, iterative refinement when initial calls don't satisfy the request, and a fallback to scripted orchestration for high-confidence common patterns.
What the Freelancer needs to start the work
Please describe the APIs available for orchestration, the types of user requests the system should handle, your LLM provider, your fallback requirements for common patterns, and your safety constraints on autonomous API calls.