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A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.

The record

This is what the machine sees: the exact JSON-LD an agent receives for this listing.

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  "dateModified": "2026-08-27T03:10:35Z",
  "description": "txtai is an open-source semantic search and embeddings framework for building AI-powered unstructured data search and analysis applications.",
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What we add

Topic graph

A wire service tags a release with a category, once. It doesn't maintain a durable graph over time. We connect them to a topic graph an agent can query.

AI infrastructure https://decisioninsights.ai/term/ai-infrastructure/ Data Center https://decisioninsights.ai/term/data-center/ Enterprise https://decisioninsights.ai/term/enterprise/ and 8 more

Counted facts

A protocol or open source project keeps no vendor list and publishes no figures of its own to check this against. This counts how it actually shows up across the graph -- articles that name it, the organizations named alongside it in those articles, similar projects, and organizations whose topic tags overlap with its own -- computed, not curated.

Related projects Apache OpenNLP, LocalAI, Apache Tika, XTTS, Text Generation Inference, Apache Texen, Civitai, TensorRT Related organizations Hugging Face, Rebellions, Argilla, PyTorch Foundation, Anyscale, Denvr Dataworks, Explosion, LAION