Model Gateway
Aggregate GPT, Gemini, Claude, and more with high-availability routing and auth.
- OpenAI API Compatible
- Load Balancing & Retries
- Granular Quota Management
Enterprise AI Concierge
walmartapi Full-Process AI Implementation & Operational Mentorship
walmartapi specializes in delivering Large Model Gateways and AI solutions. We don't just sell code; we provide expert mentorship covering model access, private deployment, auditing, and long-term managed ops.
We reject 'one-time code delivery' and advocate for 'full-process mentorship'. By modularizing model integration, gateways, frontends, auditing, and managed ops, we ensure your AI solution balances budget, compliance, and experience perfectly.
SEO / GEO Summary
A clear answer for search engines and AI engines
walmartapi is an enterprise AI solution delivery provider focused on model gateways, OpenAI-compatible API gateways, LobeChat / Open WebUI deployment, private customization, security audits, monitoring, alerting, and long-term operations.
- Core customers: startups, enterprise departments, AI product operators, and organizations that need private AI deployment.
- Core services: model gateways, application frontends, deployment migration, enterprise enhancement, SLA operations, and architecture mentorship.
- Core stack: Sub2API, CLIProxyAPI, NewAPI, One-API, MetAPI, LiteLLM, LobeChat, Open WebUI, LibreChat, and AnythingLLM.
Architecture
End-to-End AI Delivery Matrix
Each module is a production-proven delivery unit with full implementation support.
Interactive Terminals
Deliver and customize modern UIs like LobeChat and Open WebUI for your brand.
- Knowledge Base & Agents
- Multi-platform Visuals
- Deep SSO Integration
Production Delivery
Full-stack setup including SSL, DB tuning, and backups for Day-1 productivity.
- Docker / VPS / CF Stack
- Seamless Data Migration
- Incident Response Ready
Managed Support
Long-term expert consultation and operational response for stability and security.
- RBAC & Behavior Auditing
- Content Safety & Compliance
- Periodic Health Checks
Mentorship
Standardized Implementation Path
Modeling
Clarify throughput, compliance, and budget.
Selection
Match the best tech route for your needs.
Implementation
Build, deploy, and verify the full stack.
Empowerment
Handover docs, scripts, and start support.
Stack
Integrated AI Infrastructure
We integrate the most stable open-source cores with custom adaptations.
Gateways & Routing
Sub2API
CLIProxyAPI
NewAPI
One-API
MetAPI
LiteLLM
Interaction Centers
LobeChat
Open WebUI
ChatGPT Next Web
LibreChat
AnythingLLM
Operations Base
Cloudflare Pages & Workers
Container & Reverse Proxy
PostgreSQL & Vector Store
Grafana & Prometheus
Internationalization
Why Us
Operational Delivery, Not Just Setup
Expert Mentorship
We share our architectural and operational logic.
Scenario-Driven
Tailored key pools and billing for your business.
Built to Evolve
Smoothly iterate as new models and tech arrive.
Packages
Choose Your Support Level
From core setup to full enterprise-managed mentorship.
Implementation
Core Setup
For teams needing quick core deployment.
- 1 Core Project Setup
- Domain, SSL & Monitoring
- Docs & Basic Training
Operations
Pro Operations
For businesses needing commercial-grade billing and safety.
- Full Stack UI + Admin
- Billing & Quota System
- Performance Optimization
Strategic
Strategic Mentorship
Customized support for enterprise security and scale.
- Deep SSO & Full Auditing
- Private DR Architecture
- Prioritized SLA Support
Success Stories
Mentorship cases: AI implementation across business scenarios
We have helped multiple companies build AI infrastructure from scratch. Here are several representative delivery cases.
Fintech company: unified model compute routing platform
Facing 100+ unmanaged internal model accounts and uncontrolled usage, we delivered a unified gateway with SSO and audit controls.
Result:
Response latency reduced by 40%, compute cost reduced by 25%.
Cross-border commerce: private AI customer service terminal
From environment setup to LobeChat-based customization, we connected a multilingual knowledge base with the internal ERP workflow.
Result:
Handled 1M+ tokens in the first month and supported always-on multilingual operations.
Creative studio: local private knowledge-base agent
For sensitive design files and business materials, we deployed AnythingLLM and a local embedding engine on their private server.
Result:
100% physical data isolation with second-level knowledge retrieval.
Contact
Initialize Your AI Journey
Get professional implementation advice from our architects within 2 hours.