lastmile-ai/aiconfig
🏗️ Frameworklastmile-ai
A configuration-driven framework for building, versioning, and managing generative AI applications and prompts.
AIConfig revolutionizes the way generative AI applications are built by moving away from hardcoded prompts and model settings. Instead, it uses a standardized JSON-based configuration format that stores prompts, model parameters, and metadata in a single, version-controllable file. This approach allows developers to treat AI configurations as 'code,' facilitating easier collaboration, testing, and deployment. Key features include the ability to switch between models (e.g., OpenAI, Google, Hugging Face) without changing application code, a unified API for prompt execution, and built-in support for prompt chaining and evaluation. By centralizing the 'AI logic' in configuration files, AIConfig reduces the friction of LLM-ops, enabling teams to maintain consistency across environments and streamline the development lifecycle of sophisticated generative AI agents.
💡Highlights
- ├─Config-as-code for LLM prompts
- ├─Model-agnostic unified API
- └─Version-controlled AI workflows
🎯For
- ├─Software Engineers
- ├─AI/ML Engineers
- └─LLM Ops Specialists