liteLLM
LiteLLM is a comprehensive LLM gateway that enables seamless management and access to over 100 language models in the OpenAI API format.
About liteLLM
LiteLLM serves as an advanced LLM gateway (OpenAI proxy) that streamlines authentication, load balancing, and expenditure tracking across more than 100 language models. It simplifies integration with APIs from providers like OpenAI, Azure, Cohere, Anthropic, Replicate, and Google. The platform ensures consistent output formats and handles exceptions uniformly across all models. Features include detailed logging, error tracking, cost management, batching, guardrails, model access control, budget monitoring, observability tools, rate limiting, prompt management, S3 logging, and pass-through endpoints, making it a versatile solution for managing diverse LLM environments.
How to Use
Integrate LiteLLM by making API calls using the chatGPT format with completion(model, messages). It guarantees consistent responses and handles exceptions uniformly. Deploy the open-source version or upgrade to LiteLLM Enterprise for advanced features.
Features
- Comprehensive logging and error diagnostics
- Configurable rate limiting
- Access to 100+ LLMs via a unified gateway
- OpenAI-compatible API interface
- Advanced prompt management
- Real-time cost and budget tracking
- Reliable LLM fallbacks
- Effective load balancing across models
Use Cases
- Monitoring and controlling spending across multiple LLM providers
- Implementing fallback mechanisms for enhanced reliability
- Standardizing LLM API access within organizations
- Providing developers with access to diverse language models
Best For
Pros
- Enables detailed logging and error tracking
- Provides comprehensive cost and budget management
- Supports fallback strategies for high reliability
- Maintains a consistent OpenAI API format
- Simplifies multi-LLM integration
- Available as open-source
Cons
- Enterprise features require a paid plan
- May cause minor performance overhead
- Initial setup and configuration are necessary
Pricing Plans
Choose the perfect plan. All plans include 24/7 support.
Enterprise
Ideal for large-scale deployment with support, SLAs, JWT authentication, SSO, and audit logs.
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