Swarm Trace Browser

trace_c5cd_hunter_bank_turn1.json 子 agent · hunter_bank

● TRUNCATED
Message Status
1
Workflows
100
Total Steps
50
Model Steps
50
Tool Steps
22.9 MB
Size
🔵 model step🟣 tool step

Step Timeline

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llm-proxy-okc-v66
finish_reason=tool_calls · messages=2 · #0
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Reasoning
We need answer as hunter_bank read-only research teammate. Need independently gather findings for week 2026-06-01 to 2026-06-07. Current date 2026-06-08 per system. Need use data sources, priority iFinD. We have tool get_data_source_desc and get_data_source. Need likely retrieve financial news? Need inspect iFind APIs. Need collect data. Need be careful not fabricate. Since date is future? Current date 2026-06-08, okay. Need use plugin. We need research Chinese bank/regulatory side. Need likely use web search too because news and official pages. We need cite every fact/data. Need 15-30 high value findings. Need not formal weekly report, raw findings. We need collect information from 2026-06-01 to 2026-06-07. We don't have actual data in memory. Need use tools. We need use todo. This is complex. Let's read todo.
Tool Calls
[ { "function": { "arguments": "{}", "name": "mshtools-todo_read" }, "id": "mshtools-todo_read_0", "index": 0, "type": "function" } ]
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unknown
tool execution · #1
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=4 · #2
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Reasoning
Need create todo list. We need know APIs. Use get_data_source_desc for ifind. Also maybe web search. Need plan.
Tool Calls
[ { "function": { "arguments": "{\"todos\":[{\"id\": \"t1\", \"content\": \"查看 iFinD 等可用金融数据源 API 能力,确定检索入口\", \"status\": \"in_progress\", \"priority\": \"high\"}, {\"id\": \"t2\", \"content\": \"用专业数据源和官方/权威网页检索 2026-06-01 至 2026-06-07 银行、监管、理财子、信托/基金相关事项\", \"status\": \"pending\", \"priority\": \"high\"}, {\"id\": \"t3\", \"content\": \"筛选 15-30 条高价值 findings 并逐条核验日期、机构、来源\", \"status\": \"pending\", \"priority\": \"high\"}, {\"id\": \"t4\", \"content\": \"按要求输出中文原始 findings 与未检索到方向\", \"status\": \"pending\", \"priority\": \"high\"}]}", "name": "mshtools-todo_write" }, "id": "mshtools-todo_write_1", "index": 0, "type": "function" } ]
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unknown
tool execution · #3
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=6 · #4
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Reasoning
Need inspect iFind APIs.
Tool Calls
[ { "function": { "arguments": "{\"data_source_name\":\"ifind\"}", "name": "mshtools-get_data_source_desc" }, "id": "mshtools-get_data_source_desc_2", "index": 0, "type": "function" } ]
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unknown
tool execution · #5
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=8 · #6
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Reasoning
iFind only stock info/announcements. Need announcements for A-share banks, financial institutions. But task is bank/regulatory side. Need use official web for most. Need maybe search web. Could use general web search. Need perhaps iFind announcements for listed banks/funds/trust? We can retrieve announcements for key listed banks during week. Need find high-value findings. We need be accurate. Since current date 2026-06-08, data likely may not exist in web? The web search maybe. We need query Chinese news. Let's start broad searches with date. Need use maybe web_search. Search queries for 2026年6月1日 银行 监管 处罚 etc. Also official websites. But web search may have data? Let's test. Use multiple queries parallel.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:gov.cn 2026年6月1日 金融监管总局 银行 保险\", \"site:gov.cn 2026年6月2日 金融监管总局 银行\", \"site:pbc.gov.cn 2026年6月 银行 人民银行 2026年6月1日\", \"site:csrc.gov.cn 2026年6月 银行 信托 基金 2026年6月1日\", \"2026年6月1日 银行 被罚 金融监管总局\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_3", "index": 0, "type": "function" }, { "function": { "arguments": "{\"queries\":[\"2026年6月1日 银行理财子公司 动态\", \"2026年6月2日 银行理财子 公司 新闻\", \"2026年6月3日 银行 IT 中标 公告\", \"2026年6月4日 银行 招标 中标 公告\", \"2026年6月5日 银行 中标 公告 金融科技\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_4", "index": 1, "type": "function" }, { "function": { "arguments": "{\"queries\":[\"2026年6月1日 信托公司 被罚 金融监管总局\", \"2026年6月2日 基金公司 被罚 证监会\", \"2026年6月3日 基金公司 公告 高管 变更\", \"2026年6月4日 信托公司 公告 高管 变动\", \"2026年6月5日 基金公司 行政处罚 证监会\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_5", "index": 2, "type": "function" } ]
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unknown
tool execution · #7
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=12 · #8
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Reasoning
Search results have some useful. Need exact date range 6/1-6/7 inclusive. We can include official docs posted within week and events whose date within week? The findings should be week. Need source as of date. We need cite. Search results snippets are often enough? Better visit pages for official info. Need perhaps use browser_visit/read? For pages. Need capture citations. We can use web_search results citation in final? The final asks sources with URL. We can cite URL from search results; but need page titles. Need ensure details. Need maybe visit pages for official and maybe use read_file? Browser visit. But we can use web_search snippets as source? Better gather page contents. Tools: browser_visit can read pages, web_search result gives snippets. Use official websites and ifind. Need perhaps retrieve iFind announcements for listed banks during 6/1-6/7. Need use iFind to satisfy professional plugin. Which tickers? A-share banks: 工商银行 601398.SH, 建设银行 601939.SH, 中国银行 601988.SH, 农业银行 601288.SH, 交通银行 601328.SH, 邮储银行 601658.SH, 招商银行 600036.SH, 兴业银行 601166.SH, 浦发银行 600000.SH, 中信银行 601998.SH, 民生银行 600016.SH, 光大银行 601818.SH, 平安银行 000001.SZ, 华夏银行 600015.SH, 北京银行 601169.SH, 江苏银行 600919.SH, 宁波银行 002142.SZ, 南京银行 601009.SH, 上海银行 601229.SH, 杭州银行 600926.SH, 成都银行 601838.SH, 贵阳银行 601997.SH, 长沙银行 601577.SH, 青岛银行 002948.SZ, 苏州银行 002966.SZ, 西安银行 600928.SH, 厦门银行 601187.SH, 兰州银行 001227.SZ, 齐鲁银行 601665.SH, 重庆银行 601963.SH, 郑州银行 002936.SZ, 青农商行 002958.SZ, 常熟银行 601128.SH, 无锡银行 600908.SH, 江阴银行 002807.SZ, 张家港行 002839.SZ, 苏农银行 603323.SH, 瑞丰银行 601528.SH, 紫金银行 601860.SH, 渝农商行 601077.SH, 沪农商行 601825.SH. Need not all maybe. We can retrieve announcements for groups max? API accepts comma-separated? It says ticker(s) comma-separated maybe maybe no max for announcements? Need file path. We can query major listed banks and filter titles. We can use iFind. But the plugin only returns announcements. Need maybe announcements include dividends, board resolutions, AGM notices, etc. For business/org changes maybe. Need query A-share bank announcements for week. Need maybe use shell? The data source returns file. Let's try for major banks and save to /tmp. Use ifind_get_stock_announcement. We need maybe retrieve 39 tickers? It may accept comma separated. To be safe batches 3? But max? desc for stock info max 3, announcement no max but examples. We can call batches for large. Need not overdo. Use all banks in batches maybe. We'll use get_data_source for key tickers 10? Let's test for first batch. Need ifind api call.
Tool Calls
[ { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"601398.SH,601939.SH,601988.SH,601288.SH,601328.SH,601658.SH,600036.SH,601166.SH,600000.SH,601998.SH\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_bank_ann_1.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_6", "index": 0, "type": "function" } ]
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unknown
tool execution · #9
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=14 · #10
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Reasoning
Need batches max 3. We'll retrieve maybe all key banks? This is many calls. Could do first 10 banks in 4 calls, then selected. Need not all if findings from official. But user required prioritize iFind; use it for announcements. We'll query some major banks and maybe funds? iFind only A-share. Need retrieve enough. Let's use parallel maybe 4 calls with 3 tickers each for 12 large banks. Then maybe another for funds/trust? There are listed信托陕国投A 000563.SZ, 国投资本 600061.SH has trust/fund. Fund companies often not listed. Bank理财子 not listed. For A-share banks. Use multi_tool parallel for 4 calls. Need update todo? t1 maybe complete after desc. We'll update.
Tool Calls
[ { "function": { "arguments": "{\"todos\":[{\"id\": \"t1\", \"content\": \"查看 iFinD 等可用金融数据源 API 能力,确定检索入口\", \"status\": \"completed\", \"priority\": \"high\"}, {\"id\": \"t2\", \"content\": \"用专业数据源和官方/权威网页检索 2026-06-01 至 2026-06-07 银行、监管、理财子、信托/基金相关事项\", \"status\": \"in_progress\", \"priority\": \"high\"}, {\"id\": \"t3\", \"content\": \"筛选 15-30 条高价值 findings 并逐条核验日期、机构、来源\", \"status\": \"pending\", \"priority\": \"high\"}, {\"id\": \"t4\", \"content\": \"按要求输出中文原始 findings 与未检索到方向\", \"status\": \"pending\", \"priority\": \"high\"}]}", "name": "mshtools-todo_write" }, "id": "mshtools-todo_write_7", "index": 0, "type": "function" } ]
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unknown
tool execution · #11
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=16 · #12
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Reasoning
Run iFind batches.
Tool Calls
[ { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"601398.SH,601939.SH,601988.SH\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_bank_ann_a.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_8", "index": 0, "type": "function" }, { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"601288.SH,601328.SH,601658.SH\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_bank_ann_b.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_9", "index": 1, "type": "function" }, { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"600036.SH,601166.SH,600000.SH\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_bank_ann_c.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_10", "index": 2, "type": "function" }, { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"601998.SH,600016.SH,601818.SH\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_bank_ann_d.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_11", "index": 3, "type": "function" } ]
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unknown
tool execution · #13
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=21 · #14
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Reasoning
Need maybe further query city banks and listed trusts/fund? Use iFind announcements for 信托上市: 陕国投A 000563.SZ, 国投资本 600061.SH (has trust/fund), 建元信托 600816.SH? Maybe. Also 江苏金租? But scope trust/fund companies. Query for trust-related listed companies: 000563.SZ 陕国投A, 600816.SH 建元信托, 600061.SH 国投资本. Also maybe 中航产融 600705.SH. Use ifind. Also banks smaller maybe. Let's query trust/finance listings.
Tool Calls
[ { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"000563.SZ,600816.SH,600061.SH\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_trust_ann.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_12", "index": 0, "type": "function" }, { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"601169.SH,600919.SH,002142.SZ\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_bank_ann_e.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_13", "index": 1, "type": "function" }, { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"601009.SH,601229.SH,600926.SH\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_bank_ann_f.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_14", "index": 2, "type": "function" }, { "function": { "arguments": "{\"data_source_name\":\"ifind\",\"api_name\":\"ifind_get_stock_announcement\",\"params\":{\"ticker\": \"601838.SH,601997.SH,601577.SH\", \"start_date\": \"2026-06-01\", \"end_date\": \"2026-06-07\", \"file_path\": \"/tmp/ifind_bank_ann_g.csv\", \"format\": \"json\"}}", "name": "mshtools-get_data_source" }, "id": "mshtools-get_data_source_15", "index": 3, "type": "function" } ]
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unknown
tool execution · #15
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=26 · #16
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Reasoning
Need read PDFs for some announcements to get details. We can download from pdfURL? It requires tokens maybe works. Could use shell/wget or python read CSV. But PDFs maybe not accessible due token expiration? Try one high value: 光大银行副行长及首席合规官任职资格核准, 贵阳银行董事长辞任, 邮储金融市场总监, 董事任职/离任, 兴业银行二级资本债, 邮储无固定期限资本债, 北京银行优先股赎回, 长沙银行消金增资, 建元信托诉讼进展. We need details beyond title. Could use iFind title alone enough? Need 2-4 sentences. Need source plugin. But every fact after citation. For some, title gives enough. To be safe, download PDFs and read. Use shell or python. Need file paths. The URLs in CSV. We can parse. Let's use Python pandas to read CSVs and maybe download PDFs. Use shell ls.
Tool Calls
[ { "function": { "arguments": "{\"code\":\"import pandas as pd, glob, os, textwrap, json, requests, re\\nfiles=glob.glob('/tmp/ifind_*ann*.csv')\\nfiles\"}", "name": "mshtools-ipython" }, "id": "mshtools-ipython_16", "index": 0, "type": "function" } ]
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unknown
tool execution · #17
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=28 · #18
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Reasoning
Continue with ipython to inspect.
Tool Calls
[ { "function": { "arguments": "{\"code\":\"dfs=[]\\nfor f in files:\\n df=pd.read_csv(f)\\n df['file']=os.path.basename(f)\\n dfs.append(df)\\nann=pd.concat(dfs, ignore_index=True)\\nann[['reportDate','secName','ctime','reportTitle','seq','file']].to_string(index=False)[:10000]\"}", "name": "mshtools-ipython" }, "id": "mshtools-ipython_17", "index": 0, "type": "function" } ]
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unknown
tool execution · #19
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=30 · #20
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Reasoning
Need extract PDFs. We have URLs. Try requests get one. Then read maybe using PyPDF2/pdfplumber. Need maybe install available. Use requests.
Tool Calls
[ { "function": { "arguments": "{\"code\":\"# Try downloading selected PDFs by seq\\nselected_titles = ['副行长及首席合规官任职资格核准','董事长辞任','金融市场总监任职','董事任职及董事离任','无固定期限资本债券','第二期二级资本债券发行情况','拟赎回优先股','增资获得核准','诉讼进展公告','关联交易公告']\\nsel = ann[ann['reportTitle'].apply(lambda t:any(s in t for s in selected_titles))]\\nsel[['reportDate','secName','reportTitle','pdfURL','seq']].to_string(index=False)[:5000]\"}", "name": "mshtools-ipython" }, "id": "mshtools-ipython_18", "index": 0, "type": "function" } ]
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unknown
tool execution · #21
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=32 · #22
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Reasoning
Download.
Tool Calls
[ { "function": { "arguments": "{\"code\":\"import os, requests, pathlib, time\\noutdir='/tmp/ifind_pdfs'; os.makedirs(outdir, exist_ok=True)\\npaths=[]\\nfor _,row in sel.iterrows():\\n url=row['pdfURL']; seq=str(row['seq']); title=re.sub(r'[\\\\\\\\/:*?\\\"<>|:\\\\s]+','_',row['reportTitle'])[:80]\\n path=f'{outdir}/{seq}_{title}.pdf'\\n try:\\n r=requests.get(url, timeout=20)\\n print(seq, r.status_code, r.headers.get('content-type'), len(r.content), r.content[:4])\\n if r.status_code==200 and r.content[:4]==b'%PDF':\\n open(path,'wb').write(r.content)\\n paths.append(path)\\n else:\\n open(path+'.bin','wb').write(r.content[:1000])\\n except Exception as e:\\n print('ERR', seq, e)\\npaths\"}", "name": "mshtools-ipython" }, "id": "mshtools-ipython_19", "index": 0, "type": "function" } ]
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unknown
tool execution · #23
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=34 · #24
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Reasoning
Some 429. Could retry later or use stock exchange announcements? Search exact titles web. Also maybe use browser? For PDFs, could use search. Need extract downloaded PDFs. Use pypdf maybe.
Tool Calls
[ { "function": { "arguments": "{\"code\":\"# Try extract text using pypdf or PyPDF2\\nfor path in paths:\\n print('\\\\n###', os.path.basename(path))\\n try:\\n import PyPDF2\\n reader=PyPDF2.PdfReader(path)\\n text='\\\\n'.join(page.extract_text() or '' for page in reader.pages)\\n print(text[:4000])\\n except Exception as e:\\n print('ERR', e)\"}", "name": "mshtools-ipython" }, "id": "mshtools-ipython_20", "index": 0, "type": "function" } ]
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unknown
tool execution · #25
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=36 · #26
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Reasoning
Need more details for 429. Could search exact title on SSE/official. Use web_search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"中国光大银行股份有限公司关于副行长及首席合规官任职资格核准的公告\\\" 2026\", \"\\\"中国邮政储蓄银行股份有限公司关于金融市场总监任职的公告\\\" 2026\", \"\\\"中国邮政储蓄银行股份有限公司关于董事任职及董事离任的公告\\\" 2026\", \"\\\"兴业银行关于2026年第二期二级资本债券发行情况的公告\\\" 2026\", \"\\\"北京银行股份有限公司关于拟赎回优先股的公告\\\" 2026\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_21", "index": 0, "type": "function" } ]
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unknown
tool execution · #27
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=38 · #28
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Reasoning
Need details for 光大 from official result, and maybe NFRA direct. Good. Need PDF maybe official link. Need visit maybe browser or use search snippet. It has enough. Need 邮储 capital bond details search. Use query.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"中国邮政储蓄银行股份有限公司关于2026年无固定期限资本债券(第一期)(债券通)发行完毕的公告\\\"\", \"\\\"上海浦东发展银行股份有限公司关联交易公告\\\" \\\"2026年06月05日\\\"\", \"\\\"交通银行股份有限公司关联交易\\\" \\\"2026年06月04日\\\" \\\"核查意见\\\"\", \"\\\"建设银行关于孙孝坤执行董事任职的公告\\\" 2026\", \"\\\"宁波银行:2026年6月2日投资者关系活动记录表\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_22", "index": 0, "type": "function" } ]
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unknown
tool execution · #29
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=40 · #30
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Reasoning
Need regulatory official policy changes in week. Search. PBC open market operations and maybe State Council private funds guidance 6/3. Need official source. Query.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:gov.cn 2026年6月3日 私募投资基金 高质量 发展 指导意见 国务院 办公厅\", \"site:pbc.gov.cn 2026年6月5日 买断式逆回购 5000亿元 3个月\", \"site:pbc.gov.cn 2026年6月4日 公开市场 买断式逆回购 招标公告 5000亿元\", \"site:nfra.gov.cn 2026年6月2日 批复 银行 关闭 支行\", \"site:nfra.gov.cn 2026年6月3日 任职资格 批复 银行 副行长 首席合规官\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_23", "index": 0, "type": "function" } ]
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unknown
tool execution · #31
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=42 · #32
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Reasoning
Need State Council private fund doc official page. Search gave list only. Need URL. Use browser? Maybe result page can click. Search exact title.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"国务院办公厅关于加强监管防范风险促进私募投资基金高质量发展的指导意见\\\" \\\"2026\\\"\", \"\\\"国办发\\\" \\\"私募投资基金\\\" \\\"2026\\\" \\\"指导意见\\\"\", \"site:gov.cn/zhengce \\\"加强监管防范风险促进私募投资基金高质量发展\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_24", "index": 0, "type": "function" } ]
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unknown
tool execution · #33
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=44 · #34
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Reasoning
Gov page search not exact maybe not indexed. Could use gov policy file list result. Need actual URL maybe content_? Use browser_visit policy list? Or web_search result from gov not direct. Search with title and gov.cn maybe.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:gov.cn/zhengce/content \\\"私募投资基金高质量发展\\\" \\\"国办函〔2026〕54号\\\"\", \"site:gov.cn/zhengce \\\"国办函〔2026〕54号\\\"\", \"\\\"国务院办公厅关于加强监管防范风险促进私募投资基金高质量发展的指导意见\\\" \\\"www.gov.cn/zhengce\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_25", "index": 0, "type": "function" } ]
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unknown
tool execution · #35
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=46 · #36
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Reasoning
Need use official gov url content_7071204? Search result says. Good. Need CSRC spokesperson answer official maybe csrc.gov.cn. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:csrc.gov.cn \\\"中国证监会新闻发言人就《国务院办公厅关于加强监管防范风险促进私募投资基金高质量发展的指导意见》答记者问\\\"\", \"site:csrc.gov.cn \\\"私募投资基金高质量发展\\\" \\\"2026\\\" \\\"新闻发言人\\\"\", \"site:csrc.gov.cn \\\"国办函〔2026〕54号\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_26", "index": 0, "type": "function" } ]
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unknown
tool execution · #37
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=48 · #38
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Reasoning
Good. Need bank regulator penalties during week. Search. User especially被查被罚. Need include penalties from NFRA published 6/1-6/7. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:nfra.gov.cn 2026年6月 行政处罚信息公开表 银行 2026-06-01\", \"site:nfra.gov.cn 2026年6月 行政处罚信息公开表 银行 2026-06-02\", \"site:nfra.gov.cn 2026年6月 行政处罚信息公开表 银行 2026-06-03\", \"site:nfra.gov.cn 2026年6月 行政处罚信息公开表 银行 2026-06-04\", \"site:nfra.gov.cn 2026年6月 行政处罚信息公开表 银行 2026-06-05\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_27", "index": 0, "type": "function" } ]
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unknown
tool execution · #39
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=50 · #40
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Reasoning
Need details of NFRA总局行政处罚信息公示列表 2026-06-05 maybe central large penalties. Open.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"国家金融监督管理总局行政处罚信息公示列表\\\" \\\"2026-06-05\\\"\", \"\\\"2026-06-05\\\" \\\"国家金融监督管理总局行政处罚信息公示列表\\\" \\\"银行\\\"\", \"\\\"国家金融监督管理总局行政处罚信息公示列表\\\" \\\"工商银行\\\" \\\"2026\\\" \\\"6月5日\\\"\", \"\\\"国家金融监督管理总局行政处罚信息公示列表\\\" \\\"建设银行\\\" \\\"2026\\\" \\\"6月5日\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_28", "index": 0, "type": "function" } ]
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unknown
tool execution · #41
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=52 · #42
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Reasoning
We need maybe use official NFRA page for central penalties. Browser visit result 237 list might contain clickable with hidden doc ID. Need visit page and maybe click item? Use browser_visit.
Tool Calls
[ { "function": { "arguments": "{\"url\":\"https://www.nfra.gov.cn/cn/view/pages/ItemList.html?itemPId=923&itemId=4113&itemUrl=ItemListRightList.html&itemName=%E6%80%BB%E5%B1%80%E6%9C%BA%E5%85%B3&itemsubPId=931&itemsubPName=%E8%A1%8C%E6%94%BF%E5%A4%84%E7%BD%9A\"}", "name": "mshtools-browser_visit" }, "id": "mshtools-browser_visit_29", "index": 0, "type": "function" } ]
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unknown
tool execution · #43
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=54 · #44
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Reasoning
Click first item.
Tool Calls
[ { "function": { "arguments": "{\"citation_id\":237,\"element_index\":26}", "name": "mshtools-browser_click" }, "id": "mshtools-browser_click_30", "index": 0, "type": "function" } ]
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unknown
tool execution · #45
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=56 · #46
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Reasoning
Good. Need maybe local penalty details for 咸阳 we have official search result. Could include if enough. Need perhaps not too many penalties. IT project招投标中标情况. Need search official procurement platforms for week 6/1-6/7. Search broad with exact dates and bank IT. We found PBC procurement. Need more bank IT results. Search Chinese financial procurement. Use web_search queries targeted: site:cfcpn.com 2026-06-05 银行 中标 系统; site:chinabidding.com; 中国金融集中采购网 2026-06-05 银行 信息科技 中标; 银行采购网. Need official platform. Let's search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:cfcpn.com 2026-06-05 银行 系统 中标\", \"site:cfcpn.com 2026-06-04 银行 信息科技 中标\", \"site:cfcpn.com 2026-06-03 银行 软件 中标\", \"site:cfcpn.com 2026-06-02 银行 服务器 中标\", \"site:cfcpn.com 2026-06-01 银行 中标 金融科技\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_31", "index": 0, "type": "function" } ]
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unknown
tool execution · #47
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=58 · #48
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Reasoning
Search result 253 is government smart seized money platform, not bank IT but procurement by bank? It says tags 交通银行, likely交通银行供应? It is an IT platform; but not bank procurement? Maybe not relevant. Need bank IT procurement results within 6/1-6/7. Search more.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"2026年06月05日\\\" \\\"银行\\\" \\\"中标结果公告\\\" \\\"系统\\\" \\\"采购\\\"\", \"\\\"2026年6月5日\\\" \\\"银行\\\" \\\"中标结果公告\\\" \\\"系统\\\" \\\"采购\\\"\", \"\\\"2026-06-05\\\" \\\"银行\\\" \\\"中标结果公告\\\" \\\"软件\\\"\", \"\\\"2026-06-04\\\" \\\"银行\\\" \\\"中标结果公告\\\" \\\"服务器\\\"\", \"\\\"2026-06-03\\\" \\\"银行\\\" \\\"中标结果公告\\\" \\\"信息科技\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_32", "index": 0, "type": "function" } ]
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unknown
tool execution · #49
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=60 · #50
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Reasoning
Useful: 邮储太原IT设备及系统维护外包成交结果 6/3. Need maybe within week, from official China Post. Good. Search for bank official procurement pages. Use known CMB, CCB, BOC, Ping An procurement. Search exact date.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:boc.cn \\\"2026-06-05\\\" \\\"采购\\\" \\\"结果公告\\\" \\\"系统\\\" \\\"中国银行\\\"\", \"site:boc.cn \\\"2026-06-04\\\" \\\"采购\\\" \\\"结果公告\\\" \\\"中国银行\\\"\", \"site:boc.cn \\\"金融科技部\\\" \\\"2026\\\" \\\"结果公告\\\" \\\"中国银行\\\" \\\"6月\\\"\", \"site:bankcomm.com \\\"2026-06-05\\\" \\\"中标\\\" \\\"系统\\\" \\\"交通银行\\\"\", \"site:bankcomm.com \\\"2026-06-03\\\" \\\"中标\\\" \\\"IT\\\" \\\"交通银行\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_33", "index": 0, "type": "function" } ]
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unknown
tool execution · #51
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=62 · #52
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Reasoning
BOC announcements on 6/2 service agreements, 6/1 commemorative coin not in requested focus? maybe business dynamic. But 6/2 mobile payment service agreement (IT/business). Not necessary. Need bank理财子 section. Search official理财子 notices 6/1-6/7. Likely bank wealth management subsidiaries publish product terminations, net values, manager changes. Need high-value maybe business innovation. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:wealth.cmbchina.com 2026年6月5日 理财 产品 提前终止 招银理财\", \"site:wealth.cmbchina.com 2026年6月 招银理财 提前终止 2026年6月\", \"site:icbc-axa.com 工银理财 2026年6月5日 公告 产品\", \"site:ccbfund.cn 建信理财 2026年6月5日 公告 产品\", \"site:boc.cn 中银理财 2026年6月5日 产品 公告\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_34", "index": 0, "type": "function" } ]
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unknown
tool execution · #53
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=64 · #54
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Reasoning
Search for 2026 week in理财子 maybe not indexing due official domains. Could use 银行理财登记中心? Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"2026-06-05\\\" \\\"理财有限责任公司\\\" \\\"公告\\\" \\\"费率优惠\\\"\", \"\\\"2026年6月5日\\\" \\\"理财有限责任公司\\\" \\\"公告\\\" \\\"费率优惠\\\"\", \"\\\"2026-06-04\\\" \\\"理财有限责任公司\\\" \\\"产品到期公告\\\"\", \"\\\"2026年6月3日\\\" \\\"理财有限责任公司\\\" \\\"产品发行公告\\\"\", \"\\\"2026-06-02\\\" \\\"理财有限责任公司\\\" \\\"产品开放预告\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_35", "index": 0, "type": "function" } ]
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unknown
tool execution · #55
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=66 · #56
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Reasoning
Search results for 理财子 2026 week not rich. Include one 招银理财 fee discount dated 2026-06-03 (优惠起始 6/5) from PDF. Source is 台州银行 hosting PDF (third-party) but issuer 招银理财. Could mark as 代销/银行公告 PDF, confidence medium. Better find on 招银理财 official site. Search exact title.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"关于招银理财招赢日日金56号现金管理类理财计划\\\" \\\"2026年06月03日\\\"\", \"\\\"招银理财招赢日日金56号\\\" \\\"2026-06-05\\\" \\\"固定投资管理费\\\"\", \"site:cmbchina.com \\\"招赢日日金56号\\\" \\\"2026-06-05\\\"\", \"site:wealth.cmbchina.com \\\"招赢日日金56号\\\" \\\"2026\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_36", "index": 0, "type": "function" } ]
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unknown
tool execution · #57
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=68 · #58
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Reasoning
Need fund companies. Search 6/1-6/7. There is 建信基金终止中证金牛销售业务 6/5, source 同花顺 F10 but need official maybe ccb fund. Search exact. Also fund company personnel changes, penalties. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"2026年6月5日\\\" \\\"基金管理有限责任公司\\\" \\\"公告\\\" \\\"终止\\\" \\\"销售业务\\\"\", \"\\\"2026年6月5日\\\" \\\"建信基金管理有限责任公司\\\" \\\"终止中证金牛\\\"\", \"\\\"2026年6月4日\\\" \\\"基金管理有限责任公司\\\" \\\"高级管理人员变更\\\"\", \"\\\"2026年6月3日\\\" \\\"基金管理有限责任公司\\\" \\\"董事长变更\\\"\", \"\\\"2026年6月1日\\\" \\\"基金管理有限责任公司\\\" \\\"基金合同生效\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_37", "index": 0, "type": "function" } ]
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unknown
tool execution · #59
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=70 · #60
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Reasoning
Good. Need maybe official CSRC penalty for fund company on week. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:csrc.gov.cn \\\"2026年6月5日\\\" \\\"基金\\\" \\\"行政处罚\\\"\", \"site:csrc.gov.cn \\\"2026年6月4日\\\" \\\"基金\\\" \\\"行政监管措施\\\"\", \"site:csrc.gov.cn \\\"2026年6月3日\\\" \\\"基金\\\" \\\"行政监管措施\\\"\", \"site:csrc.gov.cn \\\"2026年6月2日\\\" \\\"基金\\\" \\\"行政监管措施\\\"\", \"site:csrc.gov.cn \\\"2026年6月1日\\\" \\\"基金\\\" \\\"行政处罚\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_38", "index": 0, "type": "function" } ]
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unknown
tool execution · #61
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=72 · #62
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Reasoning
CSRC in week maybe no direct 6/1-6/7 for fund companies, except private fund guideline. We'll include fund sales termination official. Could include no fund处罚 found. Need 信托公司. Search official.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"2026年6月5日\\\" \\\"信托\\\" \\\"行政处罚\\\" \\\"国家金融监督管理总局\\\"\", \"\\\"2026年6月4日\\\" \\\"信托公司\\\" \\\"公告\\\" \\\"董事长\\\"\", \"\\\"2026年6月3日\\\" \\\"信托\\\" \\\"诉讼进展公告\\\"\", \"\\\"2026年6月2日\\\" \\\"信托\\\" \\\"被罚\\\"\", \"\\\"2026年6月1日\\\" \\\"信托公司\\\" \\\"被罚\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_39", "index": 0, "type": "function" } ]
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unknown
tool execution · #63
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=74 · #64
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Reasoning
Need possibly 建元信托 PDF from iFind (downloaded). Good. Include. Need official source iFind. Could cite iFind announcements; details from PDF extracted. Also maybe from Tencent if easier, but iFind is plugin. Use iFind. Need details extracted: PDF has 3 cases? We need maybe parse full text. Already printed. It says 自然人 case got 1053万? Let's review PDF text for 建元. Use ipython to output more.
Tool Calls
[ { "function": { "arguments": "{\"code\":\"# Extract text for 建元信托 PDF if in paths\\nimport os, PyPDF2, glob\\nfor path in glob.glob('/tmp/ifind_pdfs/*建元信托*.pdf'):\\n print(path)\\n reader=PyPDF2.PdfReader(path)\\n text='\\\\n'.join(page.extract_text() or '' for page in reader.pages)\\n print(text[:10000])\"}", "name": "mshtools-ipython" }, "id": "mshtools-ipython_40", "index": 0, "type": "function" } ]
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unknown
tool execution · #65
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=76 · #66
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Reasoning
Good. Need bank details from PDFs. Let's parse all downloaded.
Tool Calls
[ { "function": { "arguments": "{\"code\":\"for path in paths:\\n print('\\\\n###', os.path.basename(path))\\n try:\\n reader=PyPDF2.PdfReader(path)\\n text='\\\\n'.join(page.extract_text() or '' for page in reader.pages)\\n print(text[:8000])\\n except Exception as e:\\n print('ERR', e)\"}", "name": "mshtools-ipython" }, "id": "mshtools-ipython_41", "index": 0, "type": "function" } ]
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unknown
tool execution · #67
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=78 · #68
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Reasoning
Need more PDF details maybe 429 pages can be retried via requests with delay? But not necessary if search snippets. Need maybe download using URLs from CSV with delay and headers. Let's try for selected 429.
Tool Calls
[ { "function": { "arguments": "{\"code\":\"# Retry 429 selected with user-agent and delay one by one\\nmissing = sel[~sel['seq'].astype(str).isin([os.path.basename(p).split('_')[0] for p in paths])]\\nprint(missing[['reportDate','secName','reportTitle','pdfURL','seq']].to_string(index=False))\\nfor _,row in missing.iterrows():\\n seq=str(row['seq']); url=row['pdfURL']; title=re.sub(r'[\\\\\\\\/:*?\\\"<>|:\\\\s]+','_',row['reportTitle'])[:80]\\n path=f'{outdir}/{seq}_{title}.pdf'\\n try:\\n r=requests.get(url, headers={'User-Agent':'Mozilla/5.0','Referer':'https://data.10jqka.com.cn/'}, timeout=30)\\n print('retry', seq, r.status_code, len(r.content), r.content[:4])\\n if r.status_code==200 and r.content[:4]==b'%PDF':\\n open(path,'wb').write(r.content)\\n paths.append(path)\\n time.sleep(2)\\n except Exception as e: print('ERR', seq, e)\"}", "name": "mshtools-ipython" }, "id": "mshtools-ipython_42", "index": 0, "type": "function" } ]
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unknown
tool execution · #69
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=80 · #70
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Reasoning
Need use search for exact announcements and official pages. Search snippets sufficient for some. Need 光大 exact official page. Browser visit result 245 maybe official. Let's visit.
Tool Calls
[ { "function": { "arguments": "{\"url\":\"https://www.cebbank.com/site/gryw/tzzgx/dqgg/20260606/11294.html\"}", "name": "mshtools-browser_visit" }, "id": "mshtools-browser_visit_43", "index": 0, "type": "function" } ]
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unknown
tool execution · #71
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=82 · #72
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Reasoning
Search result URL was from query maybe direct? Need use result citation? It was web_search result ^245 with URL. Need revisit search? We can query exact and visit from results? Browser_visit needs URL. It gave maybe www.cebbank.com/site/gryw/tzzgx/dqgg/20260606/11294.html? 404. Could use web_search result. Search exact.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"中国光大银行股份有限公司关于副行长及首席合规官任职资格核准的公告\\\" \\\"郝成\\\"\", \"\\\"郝成\\\" \\\"副行长\\\" \\\"首席合规官\\\" \\\"光大银行\\\" \\\"2026年6月6日\\\"\", \"\\\"光大银行\\\" \\\"副行长及首席合规官任职资格核准\\\" \\\"2026\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_44", "index": 0, "type": "function" } ]
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unknown
tool execution · #73
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=84 · #74
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Reasoning
Great. Need 邮储 director/market director details. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"中国邮政储蓄银行股份有限公司关于金融市场总监任职的公告\\\" \\\"2026年6月5日\\\"\", \"\\\"邮储银行\\\" \\\"金融市场总监任职\\\" \\\"2026年6月5日\\\" \\\"朱\\\" OR \\\"张\\\"\", \"\\\"中国邮政储蓄银行股份有限公司关于董事任职及董事离任的公告\\\" \\\"2026年6月4日\\\"\", \"\\\"邮储银行\\\" \\\"董事任职及董事离任\\\" \\\"2026年6月4日\\\"\", \"\\\"中国邮政储蓄银行股份有限公司关于2026年无固定期限资本债券(第一期)(债券通)发行完毕的公告\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_45", "index": 0, "type": "function" } ]
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unknown
tool execution · #75
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=86 · #76
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Reasoning
Good. Need 兴业银行 bond details. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"兴业银行关于2026年第二期二级资本债券发行情况的公告\\\" \\\"发行规模\\\"\", \"\\\"兴业银行\\\" \\\"2026年第二期二级资本债券\\\" \\\"2026年6月6日\\\"\", \"\\\"兴业银行\\\" \\\"2026年第二期二级资本债券\\\" \\\"票面利率\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_46", "index": 0, "type": "function" } ]
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unknown
tool execution · #77
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=88 · #78
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Reasoning
Need 北京银行优先股 details. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"北京银行股份有限公司关于拟赎回优先股的公告\\\" \\\"2026年6月5日\\\"\", \"\\\"北京银行\\\" \\\"拟赎回优先股\\\" \\\"北银优1\\\" \\\"2026\\\"\", \"\\\"北京银行\\\" \\\"优先股\\\" \\\"赎回\\\" \\\"2026年6月5日\\\" \\\"49亿元\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_47", "index": 0, "type": "function" } ]
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unknown
tool execution · #79
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=90 · #80
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Reasoning
Good. Need 浦发银行关联交易 details. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"上海浦东发展银行股份有限公司关联交易公告\\\" \\\"2026年6月5日\\\" \\\"浦发硅谷银行\\\"\", \"\\\"浦发银行\\\" \\\"关联交易公告\\\" \\\"2026年6月5日\\\" \\\"关联法人\\\"\", \"\\\"浦发银行\\\" \\\"关联交易公告\\\" \\\"2026-06-05\\\" \\\"金额\\\"\", \"\\\"上海浦东发展银行股份有限公司关联交易公告\\\" \\\"2026-06-05\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_48", "index": 0, "type": "function" } ]
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unknown
tool execution · #81
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=92 · #82
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Reasoning
Good. Need 交通银行关联交易 maybe not high value? Search result. It is board audit opinion. Need not include if too many. Need 建设银行孙孝坤执行董事任职. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"建设银行关于孙孝坤执行董事任职的公告\\\" \\\"2026年6月5日\\\"\", \"\\\"中国建设银行股份有限公司关于孙孝坤执行董事任职的公告\\\"\", \"\\\"孙孝坤\\\" \\\"执行董事任职\\\" \\\"建设银行\\\" \\\"2026\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_49", "index": 0, "type": "function" } ]
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unknown
tool execution · #83
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=94 · #84
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Reasoning
Good. Need official NFRA approvals for 光大/邮储/others. Search exact NFRA.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:nfra.gov.cn \\\"郝成\\\" \\\"光大银行\\\" \\\"任职资格\\\" \\\"2026-06\\\"\", \"site:nfra.gov.cn \\\"中国光大银行\\\" \\\"副行长\\\" \\\"首席合规官\\\" \\\"2026\\\" \\\"批复\\\"\", \"site:nfra.gov.cn \\\"邮储银行\\\" \\\"金融市场总监\\\" \\\"2026\\\" \\\"批复\\\"\", \"site:nfra.gov.cn \\\"邮储银行\\\" \\\"董事\\\" \\\"2026\\\" \\\"批复\\\" \\\"6月\\\"\", \"site:nfra.gov.cn \\\"贵阳银行\\\" \\\"董事长\\\" \\\"任职资格\\\" \\\"2026\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_50", "index": 0, "type": "function" } ]
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unknown
tool execution · #85
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=96 · #86
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Reasoning
Need 贵阳银行董事长辞任 from iFind announcement. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"贵阳银行股份有限公司关于董事长辞任的公告\\\" \\\"2026年6月5日\\\"\", \"\\\"贵阳银行\\\" \\\"董事长辞任\\\" \\\"2026年6月5日\\\"\", \"\\\"贵阳银行\\\" \\\"张正海\\\" \\\"辞任\\\" \\\"2026\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_51", "index": 0, "type": "function" } ]
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unknown
tool execution · #87
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=98 · #88
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Reasoning
Good. Need 长沙银行消金增资获批 details. Search.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"\\\"长沙银行\\\" \\\"长银五八消费金融\\\" \\\"增资获得核准\\\" \\\"2026年6月6日\\\"\", \"\\\"长沙银行股份有限公司关于向湖南长银五八消费金融股份有限公司增资获得核准的公告\\\"\", \"\\\"长银五八消费金融\\\" \\\"增资\\\" \\\"2026\\\" \\\"长沙银行\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_52", "index": 0, "type": "function" } ]
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unknown
tool execution · #89
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=100 · #90
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Reasoning
Good. Need regulatory penalties. Search exact NFRA central admin penalty list. We visited and got details: maybe Hua Xia Bank? Need review browser output from click result. It shows item details with list of penalties? Let's scroll maybe.
Tool Calls
[ { "function": { "arguments": "{}", "name": "mshtools-browser_state" }, "id": "mshtools-browser_state_53", "index": 0, "type": "function" } ]
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unknown
tool execution · #91
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=102 · #92
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Reasoning
Need page content from NFRA detail. Browser output not visible here? It was hidden in history but maybe browser_visit citation_id 249. Let's visit.
Tool Calls
[ { "function": { "arguments": "{\"citation_id\":249}", "name": "mshtools-browser_visit" }, "id": "mshtools-browser_visit_54", "index": 0, "type": "function" } ]
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unknown
tool execution · #93
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=104 · #94
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Reasoning
Need scroll hidden maybe more rows.
Tool Calls
[ { "function": { "arguments": "{\"citation_id\":249,\"scroll_amount\":1000}", "name": "mshtools-browser_scroll_down" }, "id": "mshtools-browser_scroll_down_55", "index": 0, "type": "function" } ]
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unknown
tool execution · #95
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=106 · #96
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Reasoning
Great. This is key, includes IT violations (ICBC, CCB, Bocom). Need include separate findings? Could list as one regulatory penalty finding or separate bank findings? User wants bank and regulatory; include 1 regulator finding with multiple penalties; and perhaps bank section for each? Need 15-30 high value; can include as one finding because source same and relevant. But there are 4 bank penalties, high value. We can split into 4 findings maybe. Need avoid overcount but okay. Each finding has source. Need cite NFRA official. Need local penalty: 农业银行扶风县支行 32万 on 6/4; 邮储文山 30万 maybe 6/18 outside week no. Need search 6/1-6/7. Use official local NFRA maybe search result from 大河. Search exact.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:nfra.gov.cn \\\"农业银行扶风县支行\\\" \\\"罚款32万元\\\" \\\"2026\\\"\", \"\\\"农业银行扶风县支行被罚32万元\\\" \\\"2026-06-04\\\"\", \"site:nfra.gov.cn \\\"华夏银行杭州分行\\\" \\\"未真实反映资产质量\\\" \\\"2026\\\"\", \"\\\"华夏银行杭州分行因未真实反映资产质量等被罚款105万元\\\" \\\"2026\\\"\", \"site:nfra.gov.cn \\\"咸阳金融监管分局\\\" \\\"农业银行扶风县支行\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_56", "index": 0, "type": "function" } ]
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unknown
tool execution · #97
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llm-proxy-okc-v66
finish_reason=tool_calls · messages=108 · #98
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Reasoning
Need ICBC永州 40万 on 6/4. Search official.
Tool Calls
[ { "function": { "arguments": "{\"queries\":[\"site:nfra.gov.cn \\\"工商银行永州分行\\\" \\\"信贷业务管理不到位\\\" \\\"罚款40万元\\\" \\\"2026\\\"\", \"\\\"中国工商银行永州分行因信贷业务管理不到位被罚款40万元\\\" \\\"2026-06-04\\\"\", \"site:nfra.gov.cn \\\"永州监管分局\\\" \\\"中国工商银行股份有限公司永州分行\\\" \\\"2026\\\"\"]}", "name": "mshtools-web_search" }, "id": "mshtools-web_search_57", "index": 0, "type": "function" } ]
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unknown
tool execution · #99
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No detailed content available.