AI Infrastructure29/30
vLLM
A high-throughput open-source framework for LLM inference and OpenAI-compatible serving.
Open source under Apache-2.0; the GPU/cloud resources required to run it may incur costs.
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AI Infrastructure
Official resources filtered for AI/API development workflows. Free conditions and limits are governed by each official source.
AI Infrastructure29/30
Ollama
A developer tool for running open models locally with a simple API.
The software is open source and free to run locally; hardware, power and model storage costs are the user's responsibility.
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Model Context Protocol
An open protocol connecting models with external tools, data sources and workflows.
The specification and SDKs are public; service costs and permissions of individual servers must be checked separately.
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MLflow
An open-source platform for machine learning and generative AI lifecycle management.
Open source and self-hostable; hosting and storage costs are billed separately.
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Fireworks AI
A platform offering open-model inference, fine-tuning and high-performance deployment APIs.
Public documentation allows evaluating the APIs; free credits must be confirmed against the current account and pricing page.
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