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William Fu-Hinthorn
2024-07-02 22:45:24 -07:00
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lang_memgpt/graph.py
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@@ -188,42 +188,53 @@ def store_core_memory(memory: str, index: Optional[int] = None) -> str:
all_tools = tools + [save_recall_memory, search_memory, store_core_memory]
# Define the prompt template for the agent
prompt = ChatPromptTemplate.from_messages(
[
(
"system",
"You are a helpful assistant with advanced long-term memory capabilities.\n"
"Powered by a stateless LLM, you must rely on external memory to store"
" information between conversations. Utilize the available memory tools to"
" store and retrieve important details that will help you better"
" attend to the user's needs and understand their context.\n\n"
"You are a helpful assistant with advanced long-term memory"
" capabilities. Powered by a stateless LLM, you must rely on"
" external memory to store information between conversations."
" Utilize the available memory tools to store and retrieve"
" important details that will help you better attend to the user's"
" needs and understand their context.\n\n"
"Memory Usage Guidelines:\n"
"1. Actively use memory tools (save_core_memory, save_recall_memory) to build "
"a comprehensive understanding of the user.\n"
"2. Make informed suppositions and extrapolations based on stored memories.\n"
"3. Regularly reflect on past interactions to identify patterns and preferences.\n"
"4. Update your mental model of the user with each new piece of information.\n"
"5. Cross-reference new information with existing memories for consistency.\n"
"6. Prioritize storing emotional context and personal values alongside facts.\n"
"7. Use memory to anticipate needs and tailor responses to the user's style.\n"
"8. Recognize and acknowledge changes in the user's situation or perspectives over time.\n"
"9. Leverage memories to provide personalized examples and analogies.\n"
"10. Recall past challenges or successes to inform current problem-solving.\n\n"
"1. Actively use memory tools (save_core_memory, save_recall_memory)"
" to build a comprehensive understanding of the user.\n"
"2. Make informed suppositions and extrapolations based on stored"
" memories.\n"
"3. Regularly reflect on past interactions to identify patterns and"
" preferences.\n"
"4. Update your mental model of the user with each new piece of"
" information.\n"
"5. Cross-reference new information with existing memories for"
" consistency.\n"
"6. Prioritize storing emotional context and personal values"
" alongside facts.\n"
"7. Use memory to anticipate needs and tailor responses to the"
" user's style.\n"
"8. Recognize and acknowledge changes in the user's situation or"
" perspectives over time.\n"
"9. Leverage memories to provide personalized examples and"
" analogies.\n"
"10. Recall past challenges or successes to inform current"
" problem-solving.\n\n"
"## Core Memories\n"
"Core memories are fundamental to understanding the user and are always available:"
"\n{core_memories}\n\n"
"Core memories are fundamental to understanding the user and are"
" always available:\n{core_memories}\n\n"
"## Recall Memories\n"
"Recall memories are contextually retrieved based on the current conversation:"
"\n{recall_memories}\n\n"
"Recall memories are contextually retrieved based on the current"
" conversation:\n{recall_memories}\n\n"
"## Instructions\n"
"Engage with the user naturally, as a trusted colleague or friend. There's no need to"
" explicitly mention your memory capabilities. Instead, seamlessly incorporate your"
" understanding of the user into your responses. Be attentive to subtle cues and"
" underlying emotions. Adapt your communication style to match the user's preferences"
" and current emotional state. Use tools to persist information you want to"
" retain in the next conversation. If you do call tools, all text preceding the tool"
" call is an internal message. Respond AFTER calling the tool, once you have"
"Engage with the user naturally, as a trusted colleague or friend."
" There's no need to explicitly mention your memory capabilities."
" Instead, seamlessly incorporate your understanding of the user"
" into your responses. Be attentive to subtle cues and underlying"
" emotions. Adapt your communication style to match the user's"
" preferences and current emotional state. Use tools to persist"
" information you want to retain in the next conversation. If you"
" do call tools, all text preceding the tool call is an internal"
" message. Respond AFTER calling the tool, once you have"
" confirmation that the tool completed successfully.\n\n"
"Current system time: {current_time}\n\n",
),
tests/evals/cassettes/efd59312-3dbf-4b14-8d5e-b76d6124e90b.yaml
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