최고의 Spice.ai 대안 및 경쟁사

무료 / 오픈소스Qdrant is an open-source vector search engine and database, written in Rust, for high-performance similarity search in AI applications.

Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.

Pinecone is a managed vector database and AI knowledge platform for building retrieval-augmented generation (RAG), semantic search, and agent memory. It stores vector embeddings at scale, makes writes searchable within seconds with no index tuning, and keeps p99 latency steady as data grows. Pinecone powers products for more than 10,000 customers and over a million developers worldwide.

무료 / 오픈소스오픈 AI 모델을 로컬과 클라우드에서 실행하고 구축하세요

무료 / 오픈소스셀프 호스팅도 클라우드도 가능한 초고속 검색 엔진

Zilliz is the company behind Milvus, the open-source vector database, and offers Zilliz Cloud — a fully managed vector database service built for large-scale AI retrieval, RAG, and similarity search workloads.

AI 모델에 실시간 웹 데이터를 공급하는 검색·추론 API

에이전트를 위한 빠른 오픈 모델 추론과 웜 캐시 라우팅

무료 / 오픈소스AI의 기반이 되는 데이터를 사용자가 소유하고 허가하는 오픈 데이터 인프라

무료 / 오픈소스EverMemOS (also described as EverOS) by EverMind is a memory operating system for AI agents and applications. It adds persistent, self-evolving memory on top of stateless LLMs: agents store multimodal content, retrieve it through hybrid mRAG, distill repeated patterns into reusable Skills, and keep facts in sync over time.

무료 / 오픈소스오픈소스 AI 모델을 위한 서버리스 탈중앙화 추론

무료 / 오픈소스Google의 경량 오픈 가중치 AI 모델 제품군