08 International Relations¶

from pauhu import Pauhu

client = Pauhu()

# Translate treaty article
treaty = client.translate(
    text="""
    Article 5

    The Parties agree that an armed attack against one or more
    of them in Europe or North America shall be considered an
    attack against them all.
    """,
    target="fi",
    domain="08 International Relations",
    document_type="treaty",
    formality="treaty_formal"
)

# Precise legal/diplomatic Finnish:
# "5 artikla
#
# Sopimuspuolet sopivat, että aseellista hyökkäystä yhtä tai
# useampaa niistä vastaan Euroopassa tai Pohjois-Amerikassa
# pidetään hyökkäyksenä niitä kaikkia vastaan."

# Translate classified document (air-gapped deployment)
client = Pauhu(
    mode="air-gapped",
    encryption="client-side encrypted",
    deployment="on-premises"
)

classified = client.translate(
    text=classified_intel,
    target="fi",
    domain="08 International Relations",
    classification="SECRET",
    security={
        "handling": "NOFORN",
        "audit_trail": True,
        "secure_delete": True
    }
)

# Translate defense cooperation document
mou = client.translate(
    text=defense_mou,
    target="fi",
    domain="08 International Relations",
    subdomain="defence",
    terminology="nato_stanag",
    options={
        "preserve_acronyms": True,
        "military_format": True
    }
)

# Translate UN resolution
resolution = client.translate(
    text=un_resolution,
    target="fi",
    domain="08 International Relations",
    organization="un",
    document_type="resolution"
)

# Translate NATO communiqué
communique = client.translate(
    text=nato_communique,
    target="fi",
    domain="08 International Relations",
    organization="nato",
    terminology="nato_official"
)

# Translate MFA communication
mfa_doc = client.translate(
    text=um_document,
    target="en",
    domain="08 International Relations",
    institution="um",
    document_type="official_communication"
)

# Rapid crisis communication
crisis = client.translate(
    text="""
    TRAVEL ADVISORY - LEVEL 4

    Do not travel to [Country].
    Finnish citizens should leave immediately.
    Contact the Embassy at +358...
    """,
    target=["en", "sv", "ru"],
    domain="08 International Relations",
    urgency="crisis",
    broadcast=True
)

# Translate open-source intelligence
osint = client.translate(
    text=foreign_news_article,
    target="fi",
    domain="08 International Relations",
    source_type="osint",
    options={
        "preserve_original": True,
        "entity_extraction": True,
        "sentiment_neutral": True
    }
)

# Returns translation with:
# - Named entities identified
# - Locations mapped
# - Organizations tagged

# Monitor foreign language sources
sources = ["ru", "zh", "ar", "fa"]

for lang in sources:
    translated = client.translate(
        text=news_feed[lang],
        target="fi",
        domain="08 International Relations",
        streaming=True
    )

# Air-gapped international relations setup
from pauhu import Pauhu, AirGapped

client = Pauhu(
    deployment=AirGapped(
        models_path="/secure/pauhu-models/",
        hsm_config="/etc/pauhu/hsm.conf",
        audit_log="/var/log/pauhu/audit.log"
    )
)

# All processing happens locally
# No network connection required or attempted
result = client.translate(
    text=classified_document,
    target="fi",
    domain="08 International Relations"
)

result = client.translate(
    text=diplomatic_note,
    target="fi",
    domain="08 International Relations",
    quality_report=True
)

print(result.quality_report)
# {
#     "overall_score": 96,
#     "diplomatic_terminology": 98,
#     "formality_level": "appropriate",
#     "neutrality": "verified",
#     "security_compliance": True
# }

from pauhu import Pauhu

client = Pauhu()

# Translate international relations content
result = client.translate(
    text="The bilateral agreement enters into force today.",
    target="fi",
    domain="08 International Relations"
)

print(result.translation)
# "Kahdenvälinen sopimus tulee voimaan tänään."

# For classified work
client = Pauhu(
    mode="air-gapped",
    encryption="client-side encrypted"
)

project = client.projects.create(
    name="Defense Cooperation 2025",
    domain="08 International Relations",
    classification="RESTRICTED",
    languages=["fi", "en", "sv"]
)