|
| 1 | +import pytest |
| 2 | + |
| 3 | +from neo4j_graphrag.llm.utils import system_instruction_from_messages, \ |
| 4 | + legacy_inputs_to_messages |
| 5 | +from neo4j_graphrag.message_history import InMemoryMessageHistory |
| 6 | +from neo4j_graphrag.types import LLMMessage |
| 7 | + |
| 8 | + |
| 9 | +def test_system_instruction_from_messages(): |
| 10 | + messages = [ |
| 11 | + LLMMessage(role="system", content="text"), |
| 12 | + ] |
| 13 | + assert system_instruction_from_messages(messages) == "text" |
| 14 | + |
| 15 | + messages = [] |
| 16 | + assert system_instruction_from_messages(messages) is None |
| 17 | + |
| 18 | + messages = [ |
| 19 | + LLMMessage(role="assistant", content="text"), |
| 20 | + ] |
| 21 | + assert system_instruction_from_messages(messages) is None |
| 22 | + |
| 23 | + |
| 24 | +def test_legacy_inputs_to_messages_only_input_as_llm_message_list(): |
| 25 | + messages = legacy_inputs_to_messages(input=[ |
| 26 | + LLMMessage(role="user", content="text"), |
| 27 | + ]) |
| 28 | + assert messages == [ |
| 29 | + LLMMessage(role="user", content="text"), |
| 30 | + ] |
| 31 | + |
| 32 | + |
| 33 | +def test_legacy_inputs_to_messages_only_input_as_message_history(): |
| 34 | + messages = legacy_inputs_to_messages(input=InMemoryMessageHistory( |
| 35 | + messages=[ |
| 36 | + LLMMessage(role="user", content="text"), |
| 37 | + ] |
| 38 | + )) |
| 39 | + assert messages == [ |
| 40 | + LLMMessage(role="user", content="text"), |
| 41 | + ] |
| 42 | + |
| 43 | + |
| 44 | +def test_legacy_inputs_to_messages_only_input_as_str(): |
| 45 | + messages = legacy_inputs_to_messages(input="text") |
| 46 | + assert messages == [ |
| 47 | + LLMMessage(role="user", content="text"), |
| 48 | + ] |
| 49 | + |
| 50 | + |
| 51 | +def test_legacy_inputs_to_messages_input_as_str_and_message_history_as_llm_message_list(): |
| 52 | + messages = legacy_inputs_to_messages( |
| 53 | + input="text", |
| 54 | + message_history=[ |
| 55 | + LLMMessage(role="assistant", content="How can I assist you today?"), |
| 56 | + ] |
| 57 | + ) |
| 58 | + assert messages == [ |
| 59 | + LLMMessage(role="assistant", content="How can I assist you today?"), |
| 60 | + LLMMessage(role="user", content="text"), |
| 61 | + ] |
| 62 | + |
| 63 | + |
| 64 | +def test_legacy_inputs_to_messages_input_as_str_and_message_history_as_message_history(): |
| 65 | + messages = legacy_inputs_to_messages( |
| 66 | + input="text", |
| 67 | + message_history=InMemoryMessageHistory(messages=[ |
| 68 | + LLMMessage(role="assistant", content="How can I assist you today?"), |
| 69 | + ]) |
| 70 | + ) |
| 71 | + assert messages == [ |
| 72 | + LLMMessage(role="assistant", content="How can I assist you today?"), |
| 73 | + LLMMessage(role="user", content="text"), |
| 74 | + ] |
| 75 | + |
| 76 | + |
| 77 | +def test_legacy_inputs_to_messages_with_explicit_system_instruction(): |
| 78 | + messages = legacy_inputs_to_messages( |
| 79 | + input="text", |
| 80 | + message_history=[ |
| 81 | + LLMMessage(role="assistant", content="How can I assist you today?"), |
| 82 | + ], |
| 83 | + system_instruction="You are a genius." |
| 84 | + ) |
| 85 | + assert messages == [ |
| 86 | + LLMMessage(role="system", content="You are a genius."), |
| 87 | + LLMMessage(role="assistant", content="How can I assist you today?"), |
| 88 | + LLMMessage(role="user", content="text"), |
| 89 | + ] |
| 90 | + |
| 91 | + |
| 92 | +def test_legacy_inputs_to_messages_do_not_duplicate_system_instruction(): |
| 93 | + with pytest.warns( |
| 94 | + UserWarning, |
| 95 | + match="system_instruction provided but ignored as the message history already contains a system message" |
| 96 | + ): |
| 97 | + messages = legacy_inputs_to_messages( |
| 98 | + input="text", |
| 99 | + message_history=[ |
| 100 | + LLMMessage(role="system", content="You are super smart."), |
| 101 | + ], |
| 102 | + system_instruction="You are a genius." |
| 103 | + ) |
| 104 | + assert messages == [ |
| 105 | + LLMMessage(role="system", content="You are super smart."), |
| 106 | + LLMMessage(role="user", content="text"), |
| 107 | + ] |
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