ENT-00001166 · AI Infrastructure

txtai

txtai is a embeddings database and semantic search toolkit associated with txtai contributors.

Level IV — ConnectedActiveStructured

Human readable record

Overview

txtai is a embeddings database and semantic search toolkit associated with txtai contributors. It is documented as an infrastructure or tooling entity because it shapes how models, agents, retrieval systems, evaluations or AI applications are built, deployed, observed or used.

Timeline

2020txtai public release or documentation
txtai appears in public documentation as a embeddings database and semantic search toolkit associated with txtai contributors.

Capabilities

AI application supportModel integrationDeveloper workflow integrationTechnical documentation anchor

Known limitations

This entity describes an enabling tool or infrastructure layer rather than a standalone intelligent assistant.Capabilities depend on configuration, model choice and deployment environment.

Technical and registry detail

Technical description

Technical infrastructure record for txtai. The record captures its role as a embeddings database and semantic search toolkit, source documentation, operational context, integration surfaces and relationships to model serving, retrieval, evaluation, orchestration or developer workflows.

Controlled tags

AI InfrastructureDeveloper ToolTechnical SystemContemporaryBatch 03 Candidate

Relationship graph

txtai

Created or maintained bytxtai contributors

txtai is associated with txtai contributors.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001166",
    "name": "txtai",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "txtai is a embeddings database and semantic search toolkit associated with txtai contributors.",
    "creator": "txtai contributors",
    "url": "entity.php?id=ENT-00001166",
    "sameAs": "https://neuml.github.io/txtai/",
    "lxkeysWorld": {
        "classification": "Embeddings database and semantic search toolkit",
        "organization": "txtai contributors",
        "originContext": "AI infrastructure and developer tooling record",
        "firstPublicAppearance": "2020",
        "currentStatus": "Active",
        "registryStatus": "Structured",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:14+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "AI application support",
            "Model integration",
            "Developer workflow integration",
            "Technical documentation anchor"
        ],
        "limitations": [
            "This entity describes an enabling tool or infrastructure layer rather than a standalone intelligent assistant.",
            "Capabilities depend on configuration, model choice and deployment environment."
        ],
        "tags": [
            "AI Infrastructure",
            "Developer Tool",
            "Technical System",
            "Contemporary",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2020",
                "title": "txtai public release or documentation",
                "description": "txtai appears in public documentation as a embeddings database and semantic search toolkit associated with txtai contributors."
            }
        ],
        "relationships": [
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                "type": "Created or maintained by",
                "description": "txtai is associated with txtai contributors.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "txtai official documentation",
                "url": "https://neuml.github.io/txtai/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}

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