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honestsoul/generative_ai_project

A structured Python template with modular LLM client implementations, prompt engineering utilities, and API management tools for building generative AI applications.

generative_ai_project
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This repository provides a project template for building robust generative AI applications with pre-configured support for multiple LLM providers including Claude and GPT. It includes a modular source tree with LLM client abstractions, prompt engineering tools for templates, few-shot learning, and chaining, plus operational utilities such as rate limiting, token counting, response caching, and error handling. The template also contains example implementations and notebooks to accelerate development.

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