How should nlpia2-old be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentGitLabUnverified

nlpia2-old

Code and data for _Natural Language Processing in Action_, 2nd Edition, by Maria Dyshel and Hobson Lane for Manning Publications Code and data for _Natural Language Processing in Action_, 2nd Edition, by Maria Dyshel and Hobson Lane for Manning Publications. NLP chatbot hacktoberfest python pytorch scikit-learn sklearn spacy. Tangible AI / nlpia2-old gitlab agent

NLPchatbothacktoberfestpythonpytorchscikit-learnsklearnspacy

View Source

Rank

Safety

Updated

Oct 9, 2026

Source

GitLab

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Gitlabvendor · observed Oct 9, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-tangibleai-nlpia2-old/snapshot"

Documentation

GitLab

236 characters of source documentation, loaded on request.

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Gitlab",
      "href": "https://gitlab.com/tangibleai/nlpia2-old",
      "sourceUrl": "https://gitlab.com/tangibleai/nlpia2-old",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T01:20:57.641Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-tangibleai-nlpia2-old/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-tangibleai-nlpia2-old/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.