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A minimalist but robust LLM integration layer designed to ensure reliable, seamless interactions across multiple LLM providers by intelligently handling failures and rate limits.
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This library solves challenges in building production-ready AI Agents due to:
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ResilientLLM makes your AI Agents or LLM apps production-ready by dealing with challenges such as:
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- ❌ Unstable network conditions
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- ⚠️ Inconsistent error handling
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- ⏳ Unpredictable LLM API rate limit errors
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### Key Features
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-**Token estimation**: You don’t need to calculate LLM tokens, they are estimated for each request
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-**Rate limiting**: You don't need to manage the token bucket rate algorithm yourself to follow the rate limits by LLM service providers, it is done for you automatically
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-**Retries, backoff, and circuit breaker**: All are handled internally by the `ResilientOperation`.
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-**Token Estimation**: You don’t need to calculate LLM tokens, they are estimated for each request
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-**Rate Limiting**: You don't need to manage the token bucket rate algorithm yourself to follow the rate limits by LLM service providers, it is done for you automatically
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-**Retries, Backoff, and Circuit Breaker**: All are handled internally by the `ResilientOperation`
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