Vector database · API

Vector database focused on high-performance similarity search with strong payload filtering, hybrid retrieval features, and both open-source and managed cloud options.

Vector database · API

Redis Vector Search extends Redis with vector similarity queries alongside familiar key, JSON, and search capabilities—useful when you already run Redis for caching or features and want co-located embeddings with low-latency hybrid retrieval without adding a separate database cluster.

Model hosting · API

Managed inference platform for running open and custom models through simple APIs, with usage-based billing and strong support for image, video, and multimodal workloads.

infra · API

GPU compute platform for training and inference with on-demand instances, serverless options, and infrastructure controls for AI teams scaling beyond local environments.

Orchestration · API

Semantic Kernel is Microsoft’s open SDK for orchestrating AI plugins, planners, and memory with .NET, Python, and Java—integrating tightly with Azure OpenAI and enterprise patterns for copilots inside Microsoft-centric organizations.

RAG · API

Postgres-based platform with pgvector support, managed database operations, and integrated auth/storage features for building retrieval-enabled full-stack applications.

infra · API

Inference platform for open-source and frontier model APIs with broad model catalog coverage, cost controls, and production endpoints for text and multimodal workloads.

Developer SDK · API

TypeScript SDK for building AI features in web apps with streaming responses, multi-provider model adapters, and ergonomic server/client integration patterns.

Cloud AI platform · API

Google Cloud Vertex AI is a managed platform for training, tuning, and serving models—including Gemini and partner models—with IAM integration, VPC-SC, and data residency options for enterprises that already standardize on Google Cloud for analytics and data lakes.

Vector database · API

Open source vector database with hybrid search, metadata filtering, and flexible deployment options across self-hosted clusters and managed cloud environments.

IDE

Windsurf is Codeium’s AI-native IDE focused on flow-state coding: deep workspace awareness, inline edits, and agentic assistance across files. It competes with other AI editors on latency, model choice, and team workflows—evaluate against your stack’s procurement and security requirements.