Key Technology
Key Technology
LLMOps
LLMOps
AutoAgentOps
AutoAgentOps
An innovative, automated AgentOps framework designed to help enterprises significantly reduce proof-of-concept (POC) timelines and costs, while ensuring seamless scalability at an optimized cost.
An innovative, automated AgentOps framework designed to help enterprises significantly reduce proof-of-concept (POC) timelines and costs, while ensuring seamless scalability at an optimized cost.
LLMOps
LLMOps
ScaleServe
ScaleServe
ScaleServe, our production-ready platform, cuts operating costs by efficiently serving AI models, enabling them to handle millions of input tokens, while routing queries to the most cost-effective models.
ScaleServe, our production-ready platform, cuts operating costs by efficiently serving AI models, enabling them to handle millions of input tokens, while routing queries to the most cost-effective models.
LLMOps
LLMOps
LongContext AI
LongContext AI
Our Long-context AI framework that can handle millions of input tokens are useful for long-document understanding for various domains, retrieval augmented generation, as well as multimodal understanding.
Our Long-context AI framework that can handle millions of input tokens are useful for long-document understanding for various domains, retrieval augmented generation, as well as multimodal understanding.
LLMOps
LLMOps
Long-Video understanding with LongContext AI
Long-Video understanding with LongContext AI
Our VideoRAG system, powered by LongContext AI, offers a 125X longer context window than base open-source model, and surpasses Gemini-Pro and GPT-4o in video understanding tasks.
Our VideoRAG system, powered by LongContext AI, offers a 125X longer context window than base open-source model, and surpasses Gemini-Pro and GPT-4o in video understanding tasks.
LLMOps
LLMOps
Query Router
Query Router
Query Router is a revolutionary solution that can reduce the API costs for customers using external language model APIs (e.g., GPT-4, Claude-3.5) by up to 90% without compromising response quality. It leverages small yet powerful open-source models (e.g., LLaMa-3.1 8B) and domain-specific models (e.g., AdaptLLM-Law) to improve both quality and cost-effectiveness. Moreover, it allows for custom routing model training, enabling more services to be provided.
Query Router is based on an optimal language model selection algorithm that uses a response quality prediction model for given queries, and this technology is patented by DeepAuto.ai. When a query is received, the Routing Engine projects it into a query-model cross-modal latent space, allowing for instant retrieval of the optimal model.
Query Router is a revolutionary solution that can reduce the API costs for customers using external language model APIs (e.g., GPT-4, Claude-3.5) by up to 90% without compromising response quality. It leverages small yet powerful open-source models (e.g., LLaMa-3.1 8B) and domain-specific models (e.g., AdaptLLM-Law) to improve both quality and cost-effectiveness. Moreover, it allows for custom routing model training, enabling more services to be provided.
Query Router is based on an optimal language model selection algorithm that uses a response quality prediction model for given queries, and this technology is patented by DeepAuto.ai. When a query is received, the Routing Engine projects it into a query-model cross-modal latent space, allowing for instant retrieval of the optimal model.
LLMOps
LLMOps
AutoEvolve
AutoEvolve
Our AutoEvolve system enhances large language models by refining their weights, improving performance without the need for traditional gradient-based training.
Our AutoEvolve system enhances large language models by refining their weights, improving performance without the need for traditional gradient-based training.
Naver D2 Startup Campus, Seoul, 06620 South Korea 🇰🇷
8 The Green 14844 Dover DE 19901, USA 🇺🇸
© DeepAuto.ai All rights reserved. Privacy Policy.
Naver D2 Startup Campus, Seoul, 06620 South Korea 🇰🇷
8 The Green 14844 Dover DE 19901, USA 🇺🇸
© DeepAuto.ai All rights reserved. Privacy Policy.
Naver D2 Startup Campus, Seoul, 06620 South Korea 🇰🇷
8 The Green 14844 Dover DE 19901, USA 🇺🇸
© DeepAuto.ai All rights reserved. Privacy Policy.