Nayjest/ai-microcore

Python library for building with LLMs. One interface across 11 providers (OpenAI, Anthropic, Gemini, DeepSeek, Ollama and more), automatic failover, Pydantic-validated structured output, embeddings with vector search, and an AI-powered router. pip install simplerllm

90% of what you need for LLM app development. Nothing you don't.

The LLM Anti-Framework

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

🦜🔗 LangChain interface to LiteLLM

Ship RAG based LLM web apps in seconds.

Pythonic class-based interface to LLMs

Integrate cutting-edge LLM technology quickly and easily into your apps

Unified interface for interacting with various LLMs hundreds of models, caching, fallback mechanisms, and enhanced reliability.