Light Chat
Enterprise-Grade AI Hub
Covering Compute Power Scheduling, AI Integration with Enterprise Knowledge, and Agent Development, generating a full-stack solution to meet enterprise AI requirements
Major Challenges for Enterprise AI Adoption
Key challenges hindering enterprise AI value
Unstable Access
Network fluctuations and service interruptions.
AI capabilities are not reliable enough to support core business processes.
AI Lacks Business Context
Generic models lack enterprise-specific context.
Vague answers that cannot be put into practice.
Compute Power Underutilized
Compute investment fails to translate into real productivity.
High Maintenance Costs
Multi-platform management and repeated integrations make security and compliance hard to ensure.
LightChat: Addressing Each Challenge Head‑On
Stable Connectivity
Model Connectivity Layer- check_circleMulti-model integration and automatic routing
- check_circleEnterprise-grade network and disaster recovery architecture, built for high concurrency and low latency
- check_circleFully compatible with native API formats, no system refactoring required
Deep Business Understanding
Platform Layer- check_circleUnified management of enterprise knowledge bases, enabling AI to continuously learn your enterprise context
- check_circleCustomizable model behaviors aligned with your business processes and standards
- check_circleDeep integration with documents, databases, and business systems, proactively pushing critical information
Intelligent Productivity
Application Layer- check_circleAgent ecosystem covering research, analysis, reporting, and application development
- check_circleNo-code creation of AI mini-apps, enabling direct data querying and result generation
- check_circleLong-running, business-oriented agents rather than one-off conversations
Security and Control
Foundation Layer + Platform Layer- check_circleEnd-to-end encryption and access control across the entire stack
- check_circleMultiple deployment models supported: on-premise, SaaS, and API-based
- check_circleReal-time, visual traffic monitoring across the entire platform, with full control over compute consumption at all times
Light Chat Architecture
Making AI a reliable infrastructure for enterprises
Light Chat API
Uses a unified interface to aggregate multiple mainstream LLMs, accessible flexibly with a single API key. Multi-route scheduling ensures business continuity, with seamless migration that requires no code refactoring.
All mainstream models calling with a single key
Multi-route scheduling to ensure service continuity
Elastic scaling to handle traffic spikes
Intelligent selection of the optimal model for each request
Encrypted data transmission for security and compliance
Real-time and visualized dashboard of usage and status
from openai import OpenAI
# 仅需修改 BaseURL 与 Key
client = OpenAI(
base_url="[base_url]/open-api/v1/relay/openai",
api_key="sk-YourKeyHere123456",
)
response = client.responses.create(
model="模型名称",
input="Hello!"
)Light Chat Enterprise AI Collaboration Platform
Builds an enterprise knowledge base to enable AI to answer based on internal information, customizes model behavior, and integrates with existing systems to fully connect AI with your enterprise.
Provides precise answers based on internal knowledge
Connects with existing systems such as ERP and CRM
Customizes AI behavior and Q&A style
Manages user preferences remembered by AI to enhance user experience
AAllows AI to automatically retrieve information from internal enterprise sources and the internet, and deliver scheduled notifications.
Embeds AI into business scenarios as an intelligent Q&A assistant
Light Chat Agent
Features a variety of work-specific AI agents, enabling non-technical staff to complete complex tasks with AI and converting AI compute into productivity.
Queries databases in natural language and generates reports in seconds
Automatically collects and analyzes industry insights and competitors
Intelligently identifies risky clauses and completes reviews within minutes
Builds enterprise AI mini-tools with zero code
Automates routine operations with AI and frees staff from repetitive work
Generates professional presentations with one click
Use Scenarios
R&D
Light Chat APIFrequent switching between coding and debugging wastes a significant amount of time on bug fixing and manual coding.
AI handles code generation and basic validation, allowing developers to focus on system design and architectural decisions
Contract Review
Light Chat AgentManual contract review is prone to errors and missed risks due to fatigue. - LightChat: AI agents automatically identify clauses, match compliance requirements, and flag risks to minimize mistakes and improve productivity.
AI agents automatically identify clauses, match compliance requirements, and flag risks to minimize mistakes and improve productivity.
Education
AI Collaboration Platform + Light Chat AgentUniversity policies are scattered across systems, burdening staff with repetitive inquiries.
A knowledge-powered AI assistant automates information retrieval, rule interpretation, and process guidance, easing staff workload and speeding up responses.