Discover AI Infrastructure Tools
The directory of AI infrastructure products helping you build world-class AI products.
Dive into the services that enables extraordinary AI products:
🗄️ Vector databases
Meta's open-source library for efficient similarity search and dense vector clustering
Vector search and kNN queries built into the established Elasticsearch platform
✍️ Prompt engineering
Open-source CLI for testing, evaluating, and red-teaming LLM applications
📊 Observability & Analytics
Open-source ML and LLM evaluation with 100+ built-in metrics and CI/CD integration
🤖 Inference APIs
Open-source serverless GPU cloud with sub-second cold starts and auto-scaling
🏗️ Frameworks & Stacks
Open-source agent development kit from Google for building multi-agent systems
TypeScript-first AI framework for building agents, RAG pipelines, and workflows
🧠 Fine-tuning
PyTorch-native library for fine-tuning LLMs on consumer and enterprise GPUs
Hugging Face library for training language models with RLHF, SFT, and DPO
🔊 Audio
Open-source text-to-speech and voice cloning with low latency in 13+ languages
🕵️♀️ Agents
Framework for building stateful AI agents with persistent memory, formerly MemGPT
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