LiteLLM
Simplify AI Resource Management
LiteLLM is an AI tool that offers a Unified API for Azure OpenAI Vertex AI Bedrock. It provides a proxy server to manage authentication, load balancing, and spend tracking across various LLMs. LiteLLM supports integration with over 100 LLM providers and offers features such as virtual keys, budgets, teams, load balancing, RPM/TPM limits, Prometheus metrics, JWT authentication, single sign-on (SSO), and audit logs. The tool is available for both cloud deployment and self-hosted solutions, with different pricing tiers to cater to various enterprise needs. LiteLLM aims to simplify the process of working with AI technologies and streamline the management of AI resources.
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Features
- Unified API for Azure OpenAI Vertex AI Bedrock
- Proxy server for authentication and load balancing
- Integration with 100+ LLM providers
- Support for virtual keys, budgets, and teams
- Prometheus metrics and RPM/TPM limits
Advantages
- Simplified management of AI resources
- Integration with a wide range of LLM providers
- Scalable solution for load balancing and spend tracking
- Enhanced security with JWT authentication and audit logs
- Flexible deployment options for cloud and self-hosted environments
Disadvantages
- May require technical expertise to fully utilize all features
- Pricing may be a barrier for small businesses
- Limited customization options for certain SLAs
Frequently Asked Questions
-
Q:What is LiteLLM?
A:LiteLLM is an AI tool that provides a unified API for managing AI resources. -
Q:How many LLM providers does LiteLLM support?
A:LiteLLM supports integration with over 100 LLM providers. -
Q:What deployment options are available for LiteLLM?
A:LiteLLM can be deployed on the cloud or self-hosted environments.
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