ibraahim 0.1.0

A minimalist, provider-agnostic LLM framework.

Ibraahim

A Minimalist, Provider-Agnostic LLM Framework

Ibraahim is a lightweight Python library designed to bring sanity and stability to LLM application development. It solves the "provider lock-in" problem by giving you a single, unified interface to interact with any Large Language Model (OpenAI, Anthropic, etc.).

🚀 The Core Value Proposition

In a world of complex, "magical" AI agents and opaque frameworks, Ibraahim stands for clarity and control.

• 🚫 No Hidden Magic: No autonomous agents running in loops you can't see. No "black box" logic.
• 🔌 Provider Agnostic: Switch from GPT-4 to Claude 3.5 Sonnet with a single line of config. Your business logic stays exactly the same.
• 🛡️ Deterministic by Design: "Data In, Data Out". Every interaction is explicit, debuggable, and predictable.

🎯 The End Result

When you use Ibraahim, you get:

1. Stable Codebase: Your application code doesn't break just because an API provider changed their SDK.
2. Clean Architecture: Separation of concerns between what you want to say (Prompts) and who says it (Providers).
3. Freedom of Choice: You are never locked into one AI vendor.

🛠️ How It Works

Ibraahim provides three simple, powerful building blocks:

1. Prompts: Reusable templates for your inputs.
2. LLMs: Unified wrappers for API providers.
3. Chains: Simple links that connect a Prompt to an LLM to produce a Result.

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Build with confidence. Build with Ibraahim.