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Ai Infrastructure Tools in 2026

LangChain API

★★★★☆ 4.3 (12,000)
Ai Api Ai Infrastructure

Framework and platform for building LLM-powered applications with chains, agents, and retrieval-augmented generation.

Fireworks AI

★★★★☆ 4.2 (1,800)
Ai Api Ai Infrastructure

High-speed inference platform optimized for serving open-source models with extremely low latency and high throughput.

Anyscale

★★★★☆ 4.0 (650)
Ai Api Ai Infrastructure

Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production.

Together AI

★★★★☆ 4.3 (3,200)
Ai Api Ai Infrastructure

Fast inference and fine-tuning platform for open-source models with competitive pricing and OpenAI-compatible endpoints.

Google Vertex AI

★★★★☆ 4.2 (4,200)
Ai Api Ai Infrastructure

Google Cloud's unified ML platform for building, deploying, and scaling AI models including Gemini and PaLM.

AWS Bedrock

★★★★☆ 4.2 (3,500)
Ai Api Ai Infrastructure

Amazon's managed service providing access to leading foundation models from AI21, Anthropic, Cohere, Meta, and more.

Hugging Face Inference API

★★★★★ 4.5 (22,000)
Ai Api Ai Infrastructure

Access hundreds of thousands of models hosted on Hugging Face for inference with a unified API.

Replicate API

★★★★★ 4.4 (6,800)
Ai Api Ai Infrastructure

Run open-source AI models in the cloud with a simple API. Supports thousands of community and official models.