Node / ReticulumProjects / MeshChatX.git / files / vendor / lxmfy / tests / test_nlp.py

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Tff7b72from T7ee787unittestT7ee787.T7ee787mock Tff7b72import Te6edf3MagicMock

Tff7b72from T7ee787lxmfy Tff7b72import Te6edf3BotConfigTb4b4b4, Te6edf3LXMFBot

Tff7b72def Td2a8fftest_intent_classification_basicTb4b4b4(Tb4b4b4)Tb4b4b4:

T8b949e"""Test the NLP intent classification engine."""

Te6edf3config Tff7b72= Te6edf3BotConfigTb4b4b4(Te6edf3nlp_enabledTff7b72=Tff7b72TrueTb4b4b4, Te6edf3nlp_thresholdTff7b72=T79c0ff0.4Tb4b4b4, Te6edf3test_modeTff7b72=Tff7b72TrueTb4b4b4)

Te6edf3bot Tff7b72= Te6edf3LXMFBotTb4b4b4(Tff7b72*Tff7b72*Te6edf3configTff7b72.Td2a8ff__dict__Tb4b4b4)

T8b949e# Register an intent

Tf0883e@botTff7b72.Td2a8ffintentTb4b4b4(

Ta5d6ff"Ta5d6ffhelpTa5d6ff"Tb4b4b4,

Te6edf3examplesTff7b72=Tb4b4b4[

Ta5d6ff"Ta5d6ffhow do i use thisTa5d6ff"Tb4b4b4,

Ta5d6ff"Ta5d6ffshow me commandsTa5d6ff"Tb4b4b4,

Ta5d6ff"Ta5d6ffhelp me pleaseTa5d6ff"Tb4b4b4,

Ta5d6ff"Ta5d6ffwhat can you doTa5d6ff"Tb4b4b4,

Tb4b4b4]Tb4b4b4,

Tb4b4b4)

Tff7b72def Td2a8ffhelp_intentTb4b4b4(Te6edf3msgTb4b4b4)Tb4b4b4:

Te6edf3msgTff7b72.Td2a8ffreplyTb4b4b4(Ta5d6ff"Ta5d6ffI am here to help!Ta5d6ff"Tb4b4b4)

T8b949e# Test exact match (token based)

Te6edf3intentTb4b4b4, Te6edf3score Tff7b72= Te6edf3botTff7b72.Td2a8ffnlpTff7b72.Td2a8ffpredictTb4b4b4(Ta5d6ff"Ta5d6ffhelpTa5d6ff"Tb4b4b4)

Tff7b72assert Te6edf3intent Tff7b72== Ta5d6ff"Ta5d6ffhelpTa5d6ff"

Tff7b72assert Te6edf3score Tff7b72> T79c0ff0.5

T8b949e# Test semantic similarity (subset of words)

Te6edf3intentTb4b4b4, Te6edf3score Tff7b72= Te6edf3botTff7b72.Td2a8ffnlpTff7b72.Td2a8ffpredictTb4b4b4(Ta5d6ff"Ta5d6ffhow use thisTa5d6ff"Tb4b4b4)

Tff7b72assert Te6edf3intent Tff7b72== Ta5d6ff"Ta5d6ffhelpTa5d6ff"

Tff7b72assert Te6edf3score Tff7b72> T79c0ff0.3

T8b949e# Test no match

Te6edf3intentTb4b4b4, Te6edf3score Tff7b72= Te6edf3botTff7b72.Td2a8ffnlpTff7b72.Td2a8ffpredictTb4b4b4(Ta5d6ff"Ta5d6ffcompletely unrelated textTa5d6ff"Tb4b4b4)

Tff7b72assert Te6edf3intent Tff7b72is Tff7b72None

Tff7b72def Td2a8fftest_intent_routing_message_flowTb4b4b4(Tb4b4b4)Tb4b4b4:

T8b949e"""Test that the bot correctly routes messages to intent handlers."""

Te6edf3config Tff7b72= Te6edf3BotConfigTb4b4b4(

Te6edf3nlp_enabledTff7b72=Tff7b72TrueTb4b4b4,

Te6edf3nlp_thresholdTff7b72=T79c0ff0.4Tb4b4b4,

Te6edf3test_modeTff7b72=Tff7b72TrueTb4b4b4,

Te6edf3command_prefixTff7b72=Ta5d6ff"Ta5d6ff/Ta5d6ff"Tb4b4b4,

Tb4b4b4)

Te6edf3bot Tff7b72= Te6edf3LXMFBotTb4b4b4(Tff7b72*Tff7b72*Te6edf3configTff7b72.Td2a8ff__dict__Tb4b4b4)

Te6edf3intent_called Tff7b72= Tff7b72False

Tf0883e@botTff7b72.Td2a8ffintentTb4b4b4(Ta5d6ff"Ta5d6ffgreetTa5d6ff"Tb4b4b4, Te6edf3examplesTff7b72=Tb4b4b4[Ta5d6ff"Ta5d6ffhello botTa5d6ff"Tb4b4b4, Ta5d6ff"Ta5d6ffhi thereTa5d6ff"Tb4b4b4, Ta5d6ff"Ta5d6ffgreetingsTa5d6ff"Tb4b4b4, Ta5d6ff"Ta5d6ffhi botTa5d6ff"Tb4b4b4]Tb4b4b4)

Tff7b72def Td2a8ffgreet_intentTb4b4b4(Te6edf3msgTb4b4b4)Tb4b4b4:

Tff7b72nonlocal Te6edf3intent_called

Te6edf3intent_called Tff7b72= Tff7b72True

Te6edf3msgTff7b72.Td2a8ffreplyTb4b4b4(Ta5d6ff"Ta5d6ffHello human!Ta5d6ff"Tb4b4b4)

T8b949e# Mock message

Te6edf3msg Tff7b72= Te6edf3MagicMockTb4b4b4(Tb4b4b4)

Te6edf3msgTff7b72.Td2a8ffcontent Tff7b72= Ta5d6ffbTa5d6ff"Ta5d6ffhi botTa5d6ff" T8b949e# Should match 'hi there' or 'hello bot'

Te6edf3msgTff7b72.Td2a8ffhash Tff7b72= Ta5d6ffbTa5d6ff"Ta5d6ffmock_hashTa5d6ff"

T8b949e# Process message

Te6edf3botTff7b72.Td2a8ff_process_messageTb4b4b4(Te6edf3msgTb4b4b4, Ta5d6ff"Ta5d6fftest_senderTa5d6ff"Tb4b4b4)

Tff7b72assert Te6edf3intent_called Tff7b72is Tff7b72True