If you're looking for a Deepset alternative, Humanloop is a good choice. This platform is geared for managing and optimizing Large Language Models (LLMs) applications, tackling issues like suboptimal workflows and bad collaboration. It includes a collaborative prompt management system, evaluation and monitoring suite, and customization options for integrating private data and fine-tuning models. Humanloop supports multiple LLM providers and offers Python and TypeScript SDKs for integration, making it a good fit for product teams, developers and anyone building AI features.
Another good alternative is Klu. Klu is a platform for building, deploying and optimizing generative AI applications using LLMs like GPT-4, Llama 2 and Mistral. It offers features like collaboration on prompts, automated prompt engineering, version control and performance monitoring. Klu supports multiple LLMs and includes built-in analytics and custom model support, which can streamline the work of AI engineers and teams with rapid iteration based on model, prompt and user feedback.
If you're interested in an open-source option, Dify is a broad foundation for building and running generative AI applications. It includes a visual Orchestration Studio for designing AI apps, tools for secure data pipelines, prompt design and model tuning. Dify also offers customizable LLM agents, fast chatbot deployment and on-premise options for reliability and data security, making it a good option for businesses and individuals who want to build AI securely and efficiently.