BRICS AI Economics

Tag: LiteLLM

post-image
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 (42)
  • Biography (7)
  • Security (2)

Latest Courses

  • post-image

    Prompt Chaining for Multi-File Refactors in Version-Controlled Repositories

  • post-image

    Measuring Data Quality for LLM Training: Model-Based and Heuristic Filters

  • post-image

    Video Understanding with Generative AI: Captioning, Summaries, and Scene Analysis

  • post-image

    Stepwise Prompting with Feedback Loops: A Practical Guide to Iterative Code Generation

  • post-image

    Vibe Coding for Operations Teams: Automate Workflows and Build Internal Dashboards with AI

Popular Tags

  • large language models
  • generative AI
  • attention mechanism
  • vibe coding
  • AI coding
  • prompt engineering
  • LLM deployment
  • multimodal AI
  • self-attention
  • Leonid Grigoryev
  • Soviet physicist
  • quantum optics
  • laser physics
  • academic legacy
  • LLM interoperability
  • LiteLLM
  • LangChain
  • Model Context Protocol
  • vendor lock-in
  • open-source LLM inference
BRICS AI Economics

© 2026. All rights reserved.