import pytest # Import the classes here, assuming the above definitions are in a module named memory_module from letta.schemas.memory import ChatMemory, Memory @pytest.fixture def sample_memory(): return ChatMemory(persona="Chat Agent", human="User") def test_create_chat_memory(): """Test creating an instance of ChatMemory""" chat_memory = ChatMemory(persona="Chat Agent", human="User") assert chat_memory.get_block("persona").value == "Chat Agent" assert chat_memory.get_block("human").value == "User" def test_memory_limit_validation(sample_memory: Memory): """Test exceeding memory limit""" with pytest.raises(ValueError): ChatMemory(persona="x " * 10000, human="y " * 10000) with pytest.raises(ValueError): sample_memory.get_block("persona").value = "x " * 10000 def test_memory_jinja2_template(sample_memory: Memory): """Test to make sure the jinja2 template string is equivalent to the old __repr__ method""" def old_repr(self: Memory) -> str: """Generate a string representation of the memory in-context""" section_strs = [] for block in sample_memory.get_blocks(): section = block.label module = block section_strs.append(f'<{section} characters="{len(module.value)}/{module.limit}">\n{module.value}\n') return "\n".join(section_strs) old_repr_str = old_repr(sample_memory) new_repr_str = sample_memory.compile() assert new_repr_str == old_repr_str, f"Expected '{old_repr_str}' to be '{new_repr_str}'" def test_memory_jinja2_set_template(sample_memory: Memory): """Test setting the template for the memory""" example_template = sample_memory.get_prompt_template() # Try setting a valid template sample_memory.set_prompt_template(prompt_template=example_template) # Try setting an invalid template (bad jinja2) template_bad_jinja = ( "{% for section, module in mammoth.items() %}" '<{{ section }} characters="{{ module.value|length }}/{{ module.limit }}">\n' "{{ module.value }}\n" "" "{% if not loop.last %}\n{% endif %}" "{% endfor %" # Missing closing curly brace ) with pytest.raises(ValueError): sample_memory.set_prompt_template(prompt_template=template_bad_jinja) # Try setting an invalid template (not compatible with memory structure) template_bad_memory_structure = ( "{% for section, module in mammoth.items() %}" '<{{ section }} characters="{{ module.value|length }}/{{ module.limit }}">\n' "{{ module.value }}\n" "" "{% if not loop.last %}\n{% endif %}" "{% endfor %}" ) with pytest.raises(ValueError): sample_memory.set_prompt_template(prompt_template=template_bad_memory_structure)