MindPilot/src/mindpilot/app/configs/prompt_config.py

# 除 Agent 模板使用 f-string 外，其它均使用 jinja2 格式

PROMPT_TEMPLATES = {
    "preprocess_model": {
        "default": "你只要回复0 和 1 ，代表不需要使用工具。以下几种问题不需要使用工具:"
        "1. 需要联网查询的内容\n"
        "2. 需要计算的内容\n"
        "3. 需要查询实时性的内容\n"
        "如果我的输入满足这几种情况，返回1。其他输入，请你回复0，你只要返回一个数字\n"
        "这是我的问题:"
    },
    "llm_model": {
        "default": "{{input}}",
        "with_history": "The following is a friendly conversation between a human and an AI. "
        "The AI is talkative and provides lots of specific details from its context. "
        "If the AI does not know the answer to a question, it truthfully says it does not know.\n\n"
        "Current conversation:\n"
        "{{history}}\n"
        "Human: {{input}}\n"
        "AI:",
        "rag": "【指令】根据已知信息，简洁和专业的来回答问题。如果无法从中得到答案，请说 “根据已知信息无法回答该问题”，不允许在答案中添加编造成分，答案请使用中文。\n\n"
        "【已知信息】{{context}}\n\n"
        "【问题】{{question}}\n",
        "rag_default": "{{question}}",
    },
    "action_model": {
        "GPT-4": "Answer the following questions as best you can. You have access to the following tools:\n"
        "The way you use the tools is by specifying a json blob.\n"
        "Specifically, this json should have a `action` key (with the name of the tool to use) and a `action_input` key (with the input to the tool going here).\n"
        'The only values that should be in the "action" field are: {tool_names}\n'
        "The $JSON_BLOB should only contain a SINGLE action, do NOT return a list of multiple actions. Here is an example of a valid $JSON_BLOB:\n"
        "```\n\n"
        "{{{{\n"
        '  "action": $TOOL_NAME,\n'
        '  "action_input": $INPUT\n'
        "}}}}\n"
        "```\n\n"
        "ALWAYS use the following format:\n"
        "Question: the input question you must answer\n"
        "Thought: you should always think about what to do\n"
        "Action:\n"
        "```\n\n"
        "$JSON_BLOB"
        "```\n\n"
        "Observation: the result of the action\n"
        "... (this Thought/Action/Observation can repeat N times)\n"
        "Thought: I now know the final answer\n"
        "Final Answer: the final answer to the original input question\n"
        "Begin! Reminder to always use the exact characters `Final Answer` when responding.\n"
        "Question:{input}\n"
        "Thought:{agent_scratchpad}\n",

        "ChatGLM3": """You can answer using the tools.Respond to the human as helpfully and accurately as possible.\n
You have access to the following tools:\n
{tools}\n
Use a json blob to specify a tool by providing an action key {tool name}\n
and an action_input key (tool input).\n
Valid "action" values: "Final Answer" or  {tool_names}\n
Provide only ONE action per $JSON_BLOB, as shown:\n\n
```\n
{{{{\n
  "action": $TOOL_NAME,\n
  "action_input": $INPUT\n
}}}}\n
```\n\n
Follow this format:\n\n
Question: input question to answer\n
Thought: consider previous and subsequent steps\n
Action:\n
```\n
$JSON_BLOB\n
```\n
Observation: action result\n
... (repeat Thought/Action/Observation N times)\n
Thought: I know what to respond\n
Action:\n
```\n
{{{{\n
  "action": "Final Answer",\n
  "action_input": "Final response to human"\n
}}}}\n
Begin! Reminder to ALWAYS respond with a valid json blob of a single action. Use tools if necessary.\n
Respond directly if appropriate. Format is Action:```$JSON_BLOB```then Observation:.\n
Question: {input}\n\n
{agent_scratchpad}\n""",

        "qwen": "Answer the following questions as best you can. You have access to the following APIs:\n\n"
        "{tools}\n\n"
        "Use the following format:\n\n"
        "Question: the input question you must answer\n"
        "Thought: you should always think about what to do\n"
        "Action: the action to take, should be one of [{tool_names}]\n"
        "Action Input: the input to the action\n"
        "Observation: the result of the action\n"
        "... (this Thought/Action/Action Input/Observation can be repeated zero or more times)\n"
        "Thought: I now know the final answer\n"
        "Final Answer: the final answer to the original input question\n\n"
        "Format the Action Input as a JSON object.\n\n"
        "Begin!\n\n"
        "Question: {input}\n\n"
        "{agent_scratchpad}\n\n",
        "structured-chat-agent": "Respond to the human as helpfully and accurately as possible. You have access to the following tools:\n\n"
        "{tools}\n\n"
        "Use a json blob to specify a tool by providing an action key (tool name) and an action_input key (tool input).\n\n"
        'Valid "action" values: "Final Answer" or {tool_names}\n\n'
        "Provide only ONE action per $JSON_BLOB, as shown:\n\n"
        '```\n{{\n  "action": $TOOL_NAME,\n  "action_input": $INPUT\n}}\n```\n\n'
        "Follow this format:\n\n"
        "Question: input question to answer\n"
        "Thought: consider previous and subsequent steps\n"
        "Action:\n```\n$JSON_BLOB\n```\n"
        "Observation: action result\n"
        "... (repeat Thought/Action/Observation N times)\n"
        "Thought: I know what to respond\n"
        'Action:\n```\n{{\n  "action": "Final Answer",\n  "action_input": "Final response to human"\n}}\n\n'
        "Begin! Reminder to ALWAYS respond with a valid json blob of a single action. Use tools if necessary. Respond directly if appropriate. Format is Action:```$JSON_BLOB```then Observation\n"
        "{input}\n\n"
        "{agent_scratchpad}\n\n",
        # '(reminder to respond in a JSON blob no matter what)'
    },
    "postprocess_model": {
        "default": "{{input}}",
    },
}