Langchain-Chatchat/libs/chatchat-server/chatchat/configs/_prompt_config.py

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',
    },
    "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}}",
    }
}