honestsoul/generative_ai_project resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1047 stars · 457 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Python project template providing a modular structure for building generative AI applications, with pre-built LLM clients for Claude and GPT. It includes prompt engineering utilities, rate limiting, token counting, response caching, and error handling out of the box.

Use cases

• scaffold a new generative AI project
• structure a Python LLM application
• manage prompts and templates for LLM apps
• add rate limiting and caching to LLM API calls
• compare Claude and GPT clients in one codebase
• experiment with prompt chaining in notebooks

When to choose

• starting a new LLM-powered Python project and wanting a proven structure
• you need multi-provider LLM support with shared utilities
• you want built-in rate limiting, caching, and token management

When to avoid

• you already use a full framework like LangChain or LlamaIndex
• you need a production-ready service rather than a template
• you require a permissive license - the repo has none

Facets

learning-resource · maturity active

llm-inference prompt-engineering caching rate-limiting logging error-handling large-language-models artificial-intelligence developer-tools python cross-platform project-template llm-clients prompt-templates token-management starter-kit boilerplate

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