Automatic API Integration
Project description
Integrating new API services into a project is a time-consuming process because developers must manually review and interpret detailed API documentation. They then translate this information into internal Python code, a repetitive task that often delays project timelines and introduces potential for errors.
The goal of the project was to set up an LLM-powered tool to automate this part of API intregation while remaining flexible to the needs of the developer and API idiosyncrasies.
Context
AImaze is an AI Startup creating agentic solutions for Sales, HR, and Finance. But this tool can be useful to anyone in the IT field (APIs are ubiquitous).
Results
The tool is a lightweight solution that uses heavily constrained JSON schemas to extract API information and deterministic translation to code. This constraining and sandboxing minimizes the risk of invalid LLM answer structure and injection attacks of any kind. The end result is a safely generated, flexible code module that has 90% of the work already done - leaving the final connection of the pieces to the developer.