ai-ml

What problem does it solve?

This Skill provides a robust framework for building AI/ML services, streamlining the development of applications that leverage large language models, natural language processing, and machine learning pipelines.

Core Features & Use Cases

• AI Service Development: Build AI-powered APIs using FastAPI, integrating with OpenAI and Anthropic.
• LLM Integration: Utilize LangChain for complex LLM interactions, including SQL agents for database querying.
• Model Export & Training: Supports ONNX model export for efficient inference and provides a pipeline for training custom classification models.
• Use Case: Develop a customer support chatbot that can answer questions by querying a company's internal SQL database.

Quick Start

Use the ai-ml skill to create a FastAPI service that can generate text responses using OpenAI.