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100+ LLM Providers, Zero Vendor Lock-In: How Sparge Uses LiteLLM

The architectural decision to abstract all AI intelligence through LiteLLM, and why it means swapping from GPT-4o to Ollama is one environment variable.

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Sparge Team

Engineering ยท April 8, 2026 ยท 6 min read

The Sparge engineering team publishes detailed technical breakdowns on the platform's core concepts and real-world deployment patterns.

โ€œThe architectural decision to abstract all AI intelligence through LiteLLM, and why it means swapping from GPT-4o to Ollama is one environment variable.โ€

Read the full post on docs.sparge.ai or explore the open source code on GitHub.