Our Services

End-to-end technical support services for enterprises, from open-source LLM platform selection to AI intelligent application implementation, covering consulting planning, domestic adaptation, installation and deployment, system integration, AI Agent development, customized development, effect optimization and ongoing operations, helping enterprises build secure, controllable, and evolvable AI intelligent platforms. We focus on the technical implementation of the open-source large model ecosystem, do not rely on black box solutions, but aim for transparency, autonomy, and sustainability to help enterprises truly master the construction and operation capabilities of AI platforms.

Consulting Planning and Platform Selection

Combined with business scenarios, data foundations and IT architecture, provide professional evaluation and selection recommendations:

✓Matching suitable LLM application platforms and inference engines (such as Dify, FastGPT, vLLM, etc.)

✓Clarifying functional boundaries, integration paths and implementation priorities

✓Outputting implementable technical solutions and phased implementation roadmaps

Domestic Environment Adaptation Assessment

For IT innovation requirements, provide software and hardware compatibility assessment and migration support:

✓Operating system (Kylin, UnionTech UOS, etc.) compatibility testing

✓CPU architecture (Phytium, Kunpeng, Loongson, etc.) adaptation recommendations

✓Domestic integration solutions for databases, middleware and security components

Installation, Deployment and System Integration

Complete platform deployment and service launch in local, private cloud or hybrid environments:

✓Support containerized (Docker/K8s) and non-containerized deployment

✓Complete model loading, API service startup and permission configuration

✓Connect with enterprise knowledge bases, OA, CRM, ERP and other business systems to achieve data connectivity

AI Agent Development and Process Automation

Around specific business scenarios, build intelligent agents with autonomous decision-making and execution capabilities:

✓Process analysis: Identify automatable tasks (such as ticket processing, report generation, information extraction)

✓Scenario building / POC verification: Quickly build prototypes and verify feasibility

✓Agent design: Define roles, plan tool calls, orchestrate execution logic

✓Effect optimization: Optimize decision accuracy, task completion rate and user experience

Custom Development Support

Provide in-depth custom development services based on industry characteristics and business requirements:

✓Workflow engine customization (multi-node approval, conditional branching, asynchronous callback)

✓Plugin extension development (connecting internal systems or third-party APIs)

✓User interface customization and permission system construction

✓Model fine-tuning (Fine-tuning) and private knowledge injection support

Effect Optimization and Performance Improvement

Continuously optimize the actual performance of AI applications:

✓Improve RAG retrieval accuracy and context relevance

✓Optimize Prompt engineering and response structured output

✓Adjust inference parameters (temperature, top_p, etc.) to enhance stability

✓Throughput and latency optimization based on engines such as vLLM and Xinference

Operation and Maintenance Support and Long-term Escort

Ensure stable system operation and support continuous iteration:

✓Provide 7×12 hour fault response and log analysis

✓Regular health checks, security audits and version upgrades

✓Output operational reports and propose functional expansion suggestions

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