| layout | title | nav_order | has_children | format_version |
|---|---|---|---|---|
default |
LiteLLM Tutorial |
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v2 |
Build provider-agnostic LLM applications with
BerriAI/litellm, including routing, fallbacks, proxy deployment, and cost-aware operations.
As teams add more models/providers, integration and reliability complexity grows quickly. LiteLLM is often used as the control plane for that complexity.
This track focuses on:
- one interface across many model providers
- resilient fallback and retry strategies
- cost and latency observability
- proxy-mode operations for team and production usage
- repository:
BerriAI/litellm - stars: about 39.2k
- latest release:
v1.82.2-nightly.dev1(published 2026-03-16)
flowchart LR
A[Application Request] --> B[LiteLLM Interface]
B --> C[Routing and Policy Layer]
C --> D[Provider APIs]
D --> E[Fallback and Retry]
E --> F[Usage and Cost Telemetry]
| Chapter | Key Question | Outcome |
|---|---|---|
| 01 - Getting Started | How do I install and make first cross-provider calls? | Working baseline integration |
| 02 - Provider Configuration | How do I configure multiple providers safely? | Unified provider setup strategy |
| 03 - Completion API | How do I keep completion code portable? | Provider-agnostic request patterns |
| 04 - Streaming and Async | How do I handle real-time and async workloads? | Streaming-ready service behavior |
| 05 - Fallbacks and Retries | How do I make LLM calls resilient? | Reliability playbook |
| 06 - Cost Tracking | How do I monitor and control spend? | Cost governance model |
| 07 - LiteLLM Proxy | How do I run LiteLLM as a shared gateway? | Team-ready proxy operations |
| 08 - Production Deployment | How do I scale and secure deployments? | Production operations baseline |
- how to use LiteLLM as a provider abstraction layer in real applications
- how to design fallback/routing patterns that reduce outage impact
- how to implement usage and spend observability across providers
- how to run LiteLLM proxy mode in production environments
Start with Chapter 1: Getting Started.
- Start Here: Chapter 1: Getting Started with LiteLLM
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- Chapter 1: Getting Started with LiteLLM
- Chapter 2: Provider Configuration
- Chapter 3: Completion API
- Chapter 4: Streaming & Async
- Chapter 5: Fallbacks & Retries
- Chapter 6: Cost Tracking
- Chapter 7: LiteLLM Proxy
- Chapter 8: Production Deployment
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