Reka Research

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    {
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      "message": {
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        "content": "Here are IRS tax-compliance updates from the past 7 days (June 16–23, 2025):\n\n...",
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        "annotations": [
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          {
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            "type": "url_citation",
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            "url_citation": {
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              "end_index": 404,
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              "start_index": 333,
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              "title": "News releases for current month | Internal Revenue Service",
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              "url": "https://www.irs.gov/newsroom/news-releases-for-current-month"
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            }
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          },
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          ...
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        ],
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        "reasoning_content": "All relevant IRS updates from the past 7 days (June 16–23, 2025) have been identified in the analysis...",
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          {
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            "role": "assistant",
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            "content": null,
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            "reasoning_content": "I'll search for IRS tax updates from the past 7 days to find official documents with required details like titles, dates, and summaries.",
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              {
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                "name": "search_web",
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                "args": { "query": "IRS tax updates past 7 days" }
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            "role": "tool",
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              "tool_name": "search_web",
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              "tool_output": [
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                {
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                  "url": "https://www.irs.gov/newsroom/tax-updates-and-news-from-the-irs",
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                  "title": "Tax updates and news from the IRS",
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                  "snippet": "Get critical updates that may affect your tax filing and recent IRS news. On this page. Filing; Inflation adjustments; COVID-era tax credits; Disaster tax ...",
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                },
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                ...
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          },
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          {
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            "role": "assistant",
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            "content": null,
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            "reasoning_content": "Analyze IRS newsroom and recent releases to identify updates from the past 7 days with required details.",
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            "tool_calls": [
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              {
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                "name": "analyze",
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                "args": {
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                  "urls": [
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                    "https://www.irs.gov/newsroom/tax-updates-and-news-from-the-irs",
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                    "https://www.irs.gov/newsroom/news-releases-for-current-month"
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                  ],
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                  "task": "Extract Title, Issue Date (within last 7 days), Key Changes Summary, and Official IRS Link for each regulation/guidance update."
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                }
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              }
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            ],
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            "tool_call_id": null
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          },
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          {
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            "role": "tool",
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            "content": {
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              "tool_name": "analyze",
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              "tool_output": [
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                {
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                  "url": "https://www.irs.gov/newsroom/tax-updates-and-news-from-the-irs",
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                  "analysis": "Title: Notice 2024-85 - Transition Relief ..."
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                },
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                ...
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