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# LiteLLM with Fallback Models
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This agent is built for resilience using LiteLLM's built-in fallback mechanism. It automatically switches models to guard against common disruptions like token limit errors and connection failures, while ensuring full conversational context is preserved across all model changes.
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To run this example, ensure your .env file includes the following variables:
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```
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GOOGLE_API_KEY=
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OPENAI_API_KEY=
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ANTHROPIC_API_KEY=
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```
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