BigModel
Provides a modular platform for deploying, managing, and building applications with large language models, offering services for prompt engineering, RAG, agents, AIGC, data pipelines, APIs, and SDKs.
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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.
Características Principales
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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.
Casos de Uso
- 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.
