Kiln

Kiln is an open-source tool designed for fine-tuning LLM models, synthetic data generation, and dataset collaboration. It provides intuitive desktop applications and a Python library with an OpenAPI REST API, supporting various AI models and providers. Kiln aims to streamline AI prototyping and facilitate collaboration between technical and non-technical teams.

Kiln, an open-source tool, directly addresses several 'must-have' features. It explicitly offers 'Fine-Tuning & Custom Models' for LLMs and 'API Access' through its Python library and OpenAPI REST API. While not a direct 'Conversational AI' interface, it supports prompt generation and interaction with various models, including GPT, which implies conversational capabilities. The 'Code Generation' feature is present through its integration with GitHub Copilot and the ability to generate code snippets. 'Enterprise Solutions' are also supported through GitHub's broader offerings, which Kiln integrates with, providing features like team collaboration and security. The 'Safety & Alignment Framework' is partially covered by its privacy-first approach and integration with GitHub's security features, but not as a dedicated framework within Kiln itself. Multimodal AI is not explicitly mentioned, nor are specific research publications or threat intelligence reporting from Kiln.