BigModel

关于

BigModel is a complete and modular platform designed for small and medium enterprises to deploy, manage, and build upon large language models. It serves as a robust production service layer for hosting and versioning models, a comprehensive development environment with an SDK for creating model-driven applications, and a powerful data stack for managing prompts, training examples, and retrieval corpora. The platform supports advanced AI patterns such as multi-agent workflows and Retrieval-Augmented Generation (RAG), providing tools for prompt engineering, data ingestion, and seamless integration into DevOps pipelines using Docker and Kubernetes.

主要功能

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• Extensible data management with ingestion connectors, labeling hooks, and audit logs.
• Agent orchestration for multi-agent workflows, task delegation, and tool use.
• Comprehensive Retrieval-Augmented Generation (RAG) pipelines with vector stores and chunking.
• Model service layer for hosting, versioning, and routing LLM inference requests.
• Prompt engineering tools including templates, testing harnesses, and version control.

使用案例

• Building and accelerating the development of model-driven AI applications.
• Deploying and managing large language models as production-grade services.
• Implementing advanced AI patterns such as multi-agent systems and RAG pipelines for enhanced LLM capabilities.