BRICS AI Economics

Tag: LiteLLM

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Jul, 11 2025

Interoperability Patterns to Abstract Large Language Model Providers

Emily Fies
10
Learn how to abstract LLM providers using proven interoperability patterns like LiteLLM and MCP to avoid vendor lock-in, cut costs, and maintain reliability across models without rewriting your app.

Categories

  • Business (12)
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Latest Courses

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    Structured vs Unstructured Pruning for Efficient Large Language Models

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    Forecasting Delivery Timelines with Vibe Coding Data: How AI Is Changing Software Deadlines

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    Data Residency Considerations for Global LLM Deployments

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    Prompt Sensitivity Analysis: How Small Changes in Instructions Break LLM Performance

Popular Tags

  • large language models
  • generative AI
  • Leonid Grigoryev
  • Soviet physicist
  • quantum optics
  • laser physics
  • academic legacy
  • LLM interoperability
  • LiteLLM
  • LangChain
  • Model Context Protocol
  • vendor lock-in
  • open-source LLM inference
  • LLM cost optimization
  • LLM quantization
  • vLLM
  • model distillation
  • LLM disaster recovery
  • model backups
  • LLM failover
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