Superlinked, Inc.

Superlinked is an AI Agents & Automation tool that provides self-hosted inference for search and document processing. It offers 50x cost savings compared to managed model APIs and boosts quality with 85+ state-of-the-art models.

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At a glance

Pricing

Open Source · Usage-based

Free tier

API

Yes

Skill level

Technical

About

What is Superlinked, Inc.?

Superlinked, Inc. offers a self-hosted inference engine, SIE, designed for search and document processing. It allows users to cut API costs by up to 50x and enhance quality by leveraging over 85 state-of-the-art models. A key differentiator is that data remains within the user's own cloud environment (AWS/GCP), ensuring data privacy and control. SIE provides three core primitives: encode (text and images to vectors), score (query-document relevance), and extract (entities and structure). It supports multi-model GPU sharing, enabling many models to run on one GPU with fast switching, and works seamlessly from local development to production Kubernetes deployments. The platform is Apache 2.0 licensed and SOC2 Type2 certified, offering a secure and flexible solution for managing AI inference workloads.

Best used for

Ideal for developers and data scientists who need to deploy AI inference models efficiently, process large volumes of documents, and enhance search capabilities. Especially valuable for organizations prioritizing data privacy by keeping inference within their own cloud infrastructure and seeking to significantly reduce API costs.

Common actions

deploy AI models

process documents

enhance search

reduce API costs

manage AI inference

Capabilities

Key features

Self-hosted inference engine
85+ SOTA models
Encode text/images to vectors
Score query-document relevance
Extract entities/structure
Multi-model GPU sharing
Data stays in your cloud

Target Audience

developerdata scientiststartup founderproduct manager

Integrations

chromalancedbweaviatecrewaidspyhaystacklangchainllama-index+ 1 more

Pricing & Plans

Open Source · Usage-based

Not publicly disclosed. Check superlinked.com for current pricing.

FAQs

What is the Superlinked Inference Engine (SIE)?

SIE is a self-hosted inference server for small AI models, supporting over 85 models. It provides primitives for encoding text/images into vectors, scoring query-document relevance, and extracting entities/structure from documents, all while keeping your data in your own cloud.

How does Superlinked help reduce costs?

Superlinked helps cut API costs by up to 50x by allowing you to pay for your own GPUs instead of per-token API pricing. It also improves GPU utilization and stability compared to custom TEI/Infinity deployments, making inference more cost-effective.

What kind of models does Superlinked support?

Superlinked supports over 85 state-of-the-art open-source models for various tasks, including embeddings, rerankers, and extraction. This includes multi-modal and multi-vector models, allowing for high accuracy and flexibility in your AI applications.

Can I integrate Superlinked with my existing tools?

Yes, Superlinked offers integrations with popular tools and frameworks such as Chroma, LanceDB, Weaviate, CrewAI, DSPy, Haystack, LangChain, LlamaIndex, and Qdrant. This allows for seamless incorporation into your current retrieval pipelines and application layers.

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Research & Education › AI Search Engines Data & Analytics › Data Cleaning & Prep Data & Analytics › Data Pipelines & Integration

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