Feature
Embeddings & Vector Support
Vector embeddings and similarity search.
19 providers
77 APIs
18 declared variants
The API produces embeddings or stores and searches vectors for semantic retrieval. The backbone of RAG and recommendation pipelines.
19 API providers on the APIs.io network offer embeddings & vector support. The highest-rated are NVIDIA NIM, Cloudflare, Azure Databricks, D-Wave, AIMLAPI.
Providers
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 7 Solid coverage with minor gaps
CloudflareCloudflare is a global network designed to make everything you connect to the Internet secure, private, fas...Azure DatabricksAzure Databricks is an Apache Spark-based analytics platform optimized for Microsoft Azure. It provides a c...D-WaveD-Wave Quantum Inc. (NYSE: QBTS) is the leader in commercial quantum annealing computing and developer of t...AIMLAPIAIMLAPI is a unified AI model API gateway providing access to 400+ state-of-the-art AI models from OpenAI, ...SketchfabSketchfab is the largest dedicated platform for publishing, sharing, discovering, buying, and embedding int...CivitaiCivitai is the largest open community for Stable Diffusion, SDXL, Flux, and video AI models — hosting over ...ChatGPTOpenAI's ChatGPT API for conversational AI and language model interactions.
Developing 10 Usable, with meaningful gaps to close
ParasailParasail is an AI Supercloud — a pay-per-token GPU inference platform aimed at AI startups and developers. ...PineconeWith its vector database at the core, Pinecone is the leading knowledge platform for building accurate, sec...NeonNeon is a serverless Postgres platform that provides fully managed, scalable PostgreSQL databases optimized...ChoreoWSO2 Choreo is an enterprise-grade Internal Developer Platform (IDP) and application orchestration platform...YugabyteDBYugabyteDB is a distributed PostgreSQL-compatible SQL database for cloud-native and mission-critical applic...WeaviateWeaviate is an open-source, AI-native vector database that enables developers to build semantic search and ...ChromaChroma (Chroma DB) is an open-source AI-native embedding database designed to make it easy to build LLM app...MarqoMarqo is an open-source, multimodal vector search engine that lets developers index text and images, genera...SupabaseSupabase is an open-source Firebase alternative that provides a suite of backend services built on top of P...RedisRedis is an open source, in-memory data structure store used as a database, cache, message broker, and stre...
Thin 1 Limited public surface area
What Providers Actually Declared
This feature is a canonical term. These are the free-text strings
providers wrote in their own apis.yml that map onto it.
Built-in modules for OpenAI, Cohere, HuggingFace embeddingsCloud Inference for embeddings (selected models free)EmbeddingsInference API for embeddings + rerankingLargest community catalog of Stable Diffusion, SDXL, and Flux checkpoints, LoRAs, embeddings, and VAEsManaged Vector DatabasesMarqo-FashionCLIP and marqo-ecommerce-embeddings open-weight modelsNeMo Retriever NIMs for embeddings, reranking, OCR, and PDF-to-Markdown extraction in RAG pipelinesVector IndexingVector Similarity Search (Dense, Sparse, Hybrid)Vector embeddings via pgvectorVector search for RAG and similarity searchVector similarity search (RediSearch)Vectorize vector database; Hyperdrive for connection poolingVision, multimodal, embeddings, and TTS (Resemble, Orpheus) model surfacesWordPress, CKEditor, phpBB, NodeBB, and Vanilla Forums content plugins for embedding models in CMS and forum platformsdwave-inspector — interactive problem inspector for visualizing embeddings and chainspgvector for embeddings
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Work with this as data
Every feature here is available over the APIs.io API and to AI agents over MCP. Features is not yet its own endpoint on the v1 API. Reach it through catalog search and the tag graph, or the MCP server.