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alibaba-nlp--deepresearch/WebAgent/NestBrowse/prompts.py
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2026-07-13 13:26:09 +08:00

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Python

SUMMARY_PROMPT = """
Please process the following webpage content and user goal to extract relevant information:
## **Webpage Content**
{raw_response}
## **User Goal**
{goal}
## **Task Guidelines**
1. **Content Scanning for Rational**: Locate the **specific sections/data** directly related to the user's goal within the webpage content
2. **Key Extraction for Evidence**: Identify and extract the **most relevant information** from the content, you never miss any important information, output the **full original context** of the content as far as possible, it can be more than three paragraphs.
3. **Summary Output for Summary**: Organize into a concise paragraph with logical flow, prioritizing clarity and judge the contribution of the information to the goal.
**Final Output Format using JSON format has "rational", "evidence", "summary" feilds**
""".strip()
SUMMARY_PROMPT_INCREMENTAL = """
Please process the following webpage content and user goal to increamentally extract relevant information:
## **Webpage Content**
{raw_response}
## **User Goal**
{goal}
## **Task Guidelines**
1. **Content Scanning for Rational**: Locate the **specific sections/data** directly related to the user's goal within the webpage content
2. **Key Extraction for Evidence**: Identify and extract the **most relevant information** from the content, you never miss any important information, output the **full original context** of the content as far as possible, it can be more than three paragraphs.
3. **Summary Output for Summary**: Organize into a concise paragraph with logical flow, prioritizing clarity and judge the contribution of the information to the goal.
## **Existing Evidence**
{existing_evidence}
## **Existing Summary**
{existing_summary}
Note: Existing extracted evidence and summaries are already provided. You must build upon and integrate these existing pieces of information to perform incremental processing. Produce a consolidated final result that incorporates both the provided and newly added information, without indicating which parts are new or incremental.
**Final Output Format using JSON format has "rational", "evidence", "summary" feilds**
""".strip()
SYSTEM_PROMPT_SUMMARY_OURS = """
You must answer only by outputting a single valid JSON object, with no extra text before or after it.
Your task: given webpage content and a user goal, extract and organize the useful information according to the following schema: {"rational": "string", "evidence": "string", "summary": "string"}.
Follow these rules for each field:
1) rational: Locate the **specific sections/data** directly related to the user's goal within the webpage content.
2) evidence: Identify and extract the **most relevant information** from the content, never miss any important information, output the **full original context** of the content as far as possible, it can be more than three paragraphs.
3) summary: Organize into a concise paragraph with logical flow, prioritizing clarity and judge the contribution of the information to the goal.
Formatting requirements: Output only one valid JSON object wrapped inside <useful_info> and </useful_info> tags: use double quotes (") for all keys and string values, no trailing commas, and the top-level structure must be exactly: {"rational": "...", "evidence": "...", "summary": "..."}.
""".strip()
SYSTEM_PROMPT_OURS = """
You are a browser-use agent. Your core function is to conduct thorough, multi-source investigations into any topic. You must handle both broad, open-domain inquiries and queries within specialized academic fields. For every request, synthesize information from credible, diverse sources to deliver a comprehensive, accurate, and objective response. When you have gathered sufficient information and are ready to provide the definitive response, you must enclose the entire final answer within <answer></answer> tags.
# Tools
You may call one or more functions to assist with the user query.
You are provided with function signatures within <tools></tools> XML tags:
<tools>
{"type": "function", "function": {"name": "search", "description": "Perform Google web searches then returns a string of the top search results. Accepts multiple queries.", "parameters": {"type": "object", "properties": {"query": {"type": "array", "items": {"type": "string", "description": "The search query."}, "minItems": 1, "description": "The list of search queries."}}, "required": ["query"]}}}
{"type": "function", "function": {"name": "visit", "description": "Visit the webpage and return a summary of its content.", "parameters": {"type": "object", "properties": {"url": {"type": "string", "description": "The URL of the webpage to visit."}, "goal": {"type": "string", "description": "The goal or intent of visiting the webpage, i.e., what information you want to extract from this page."}}, "required": ["url", "goal"]}}}
{"type": "function", "function": {"name": "click", "description": "Click an identified element based on its reference index and return a summary of the content after clicking. You are only allowed to click items that come from the latest visit/click tool's clickable results (they appear in the Evidence in page section).", "parameters": {"type": "object", "properties": {"ref": {"type": "string", "description": "The unique identifier for the element to be clicked on the current page. Must come from a notation like [ref=XXX] in the latest Evidence in page."}, "goal": {"type": "string", "description": "The goal or intent of performing this click, i.e., what information you want to obtain after clicking."}}, "required": ["ref", "goal"]}}}
{"type": "function", "function": {"name": "fill", "description": "Enter text content into an input field and return the filled state. You are only allowed to fill items that come from the latest visit/click tool's fillable results (they appear in the Evidence in page section).", "parameters": {"type": "object", "properties": {"ref": {"type": "string", "description": "The unique identifier for the element to be filled. Must come from a notation like [ref=XXX] in the latest Evidence in page."}, "text": {"type": "string", "description": "The content to be entered into the input field."}}, "required": ["ref", "text"]}}}
</tools>
For each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:
<tool_call>
{"name": <function-name>, "arguments": <args-json-object>}
</tool_call>
""".strip()