Generate Embeddings For Semantic Search

RubyLLM is a Ruby-native AI framework giving one consistent API for 18+ providers: chat, streaming, embeddings, RAG, tools, agents, structured output, images, audio, video, and OCR, with first-class Rails integration and cost tracking.

AI Frameworks | Ruby · rails · llm-framework

Self-hosted inference server and production cluster for agent workloads. Serves embedding, retrieval, reranking, generation, OCR, extraction, and multimodal models through an OpenAI-compatible API, with on-demand model loading and integrations for popular AI frameworks and vector stores.

AI Frameworks | Python · inference server · model serving