Exports chat messages as an NDJSON (Newline-Delimited JSON) stream for qualitative analysis. All person IDs are automatically anonymized using HMAC-SHA256.
The response is an NDJSON stream (application/x-ndjson), not standard JSON. Each line is an independent JSON object.
Export only outgoing messages from a specific agent with tool_calls to evaluate which tools were used and how successfully:
GET /api/v1/qualitative-export/messages?company_id=42&from=2026-04-01T00:00:00Z&to=2026-04-07T00:00:00Z&agent_id=5&direction=outgoing&include=classifications,tool_calls,trace_id
Training dataset for classifiers
Export incoming messages with their classifications to evaluate or retrain models:
GET /api/v1/qualitative-export/messages?company_id=42&from=2026-04-01T00:00:00Z&to=2026-04-30T00:00:00Z&direction=incoming&include=classifications,extractions
Cross-platform audit
Export all messages from multiple companies for comparative audit:
GET /api/v1/qualitative-export/messages?company_id=42,57&from=2026-04-01T00:00:00Z&to=2026-04-07T00:00:00Z&include=classifications
Agent debugging with Langfuse
Export messages with trace_id to correlate with Langfuse traces:
GET /api/v1/qualitative-export/messages?company_id=42&from=2026-04-05T10:00:00Z&to=2026-04-05T12:00:00Z&include=tool_calls,trace_id
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style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"https://api.mindosoftware.com/api/v1/qualitative-export/messages?company_id=42\u0026#x26;from=2026-04-01T00:00:00Z\u0026#x26;to=2026-04-07T00:00:00Z\"\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"Python","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"python\">\u003ccode language=\"python\" numberOfLines=\"23\">\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> requests\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> json\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">response \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> requests.get(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"https://api.mindosoftware.com/api/v1/qualitative-export/messages\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> headers\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"X-API-Key\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"mindo_xxxxxxxxxxxxxxxxxxxxxxxx\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">},\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> params\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"company_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"42\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"from\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"2026-04-01T00:00:00Z\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"to\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"2026-04-07T00:00:00Z\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"include\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"classifications,extractions,tool_calls,trace_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> stream\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">True\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">for\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> line \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">in\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> response.iter_lines(\u003c/span>\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\">decode_unicode\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">True\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">):\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> if\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\"> not\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> line:\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> continue\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> obj \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> json.loads(line)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> if\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> obj.get(\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"_truncated\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">):\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#DCDCAA\"> print\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">f\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Next page: \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">{\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">obj[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">'next_cursor'\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">]\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">}\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> continue\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#DCDCAA\"> print\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(obj[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"message_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">], obj[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"content\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">][\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">])\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"JavaScript","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"javascript\">\u003ccode language=\"javascript\" numberOfLines=\"24\">\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> response\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> await\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\"> fetch\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"https://api.mindosoftware.com/api/v1/qualitative-export/messages?\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\"> +\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\"> new\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\"> URLSearchParams\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">({\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> company_id:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"42\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> from:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"2026-04-01T00:00:00Z\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> to:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"2026-04-07T00:00:00Z\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> include:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"classifications,extractions,tool_calls,trace_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }),\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> headers:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"X-API-Key\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"mindo_xxxxxxxxxxxxxxxxxxxxxxxx\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">);\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> text\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> await\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> response\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">text\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">();\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> lines\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> text\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">split\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\">\\n\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">).\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">filter\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">Boolean\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">);\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">for\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> (\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> line\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\"> of\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> lines\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">) {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\"> const\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> obj\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> JSON\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">parse\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">line\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">);\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> if\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> (\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">obj\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">_truncated\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">) {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> console\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">log\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Next page:\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">obj\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">next_cursor\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">);\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> continue\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">;\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> console\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">log\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">obj\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">message_id\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">obj\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">content\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">text\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">);\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"}],"attributes":[]},"response":{"type":"ResponseExample","children":[{"filename":"200 - OK (NDJSON, one line per message)","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"json\">\u003ccode language=\"json\" numberOfLines=\"32\">\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"message_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"msg_a1b2c3d4e5f6a1b2c3d4e5f6\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"conversation_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"conv_f6e5d4c3b2a1f6e5d4c3b2a1\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"occurred_at\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"2026-04-05T12:30:45.123456\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"channel\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"META_WHATSAPP\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"direction\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"inbound\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"author\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"contact\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"ctc_a1b2c3d4e5f6a1b2c3d4e5f6\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"display_name\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">null\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"agent\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">null\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"content\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Hi, I want to check my order status\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"media_url\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">null\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"media_mime\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">null\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"context\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"reply_to_message_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">null\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"thread_position\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">null\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"metadata\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"client_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"cmp_d4c3b2a1f6e5d4c3b2a1f6e5\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"company_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">42\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"exported_at\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"2026-05-05T18:30:00.000000Z\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"schema_version\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"1.0\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"classifications\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\">\"label\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Intent\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\">\"value\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"order_inquiry\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ]\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"400 - Invalid parameter","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"json\">\u003ccode language=\"json\" numberOfLines=\"6\">\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"error\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"code\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"INVALID_PARAMETER\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"message\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"from must be \u0026#x3C; to\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"401 - Not authenticated","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"json\">\u003ccode language=\"json\" numberOfLines=\"6\">\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"error\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"code\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"AUTH_REQUIRED\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"message\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"API Key required (X-API-Key header)\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"403 - Access denied","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"json\">\u003ccode language=\"json\" numberOfLines=\"6\">\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"error\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"code\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"COMPANY_ACCESS_DENIED\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"message\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"API key has no access to company_id=123\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"}],"attributes":[]}},"endpoint":{"title":"Export messages","path":"/api/v1/qualitative-export/messages","servers":[{"url":"https://api.mindosoftware.com"}],"method":"get","request":{"security":[],"parameters":{"query":{"company_id":{"schema":[{"type":"string","description":"Company ID. Accepts a single integer or comma-separated list: `42` or `42,57` .","required":true}]},"from":{"schema":[{"type":"string","description":"Start date/time (ISO-8601, inclusive). Example: `2026-04-01T00:00:00Z` .","required":true}]},"to":{"schema":[{"type":"string","description":"End date/time (ISO-8601, exclusive). Must be greater than `from` . Maximum 31-day range.","required":true}]},"channel":{"schema":[{"type":"string","description":"Platform filter: `whatsapp` , `instagram` , `messenger` , `all` ."}]},"agent_id":{"schema":[{"type":"string","description":"Filter by AI agent. A single integer or CSV list: `5` or `5,12` ."}]},"direction":{"schema":[{"type":"string","description":"Message direction: `incoming` , `outgoing` , `all` ."}]},"include":{"schema":[{"type":"string","description":"Extra fields to include (CSV): `classifications` , `extractions` , `tool_calls` , `trace_id` ."}]},"cursor":{"schema":[{"type":"string","description":"Pagination cursor obtained from `next_cursor` in the previous response."}]},"limit":{"schema":[{"type":"integer","description":"Maximum number of rows per call. Range: 1–10000."}]}},"header":{"X-API-Key":{"schema":[{"type":"string","description":"Your Mindo API Key. Two types are accepted: Global (cross-company): `mindo_global_\u003ckey>` — access to all companies Company-scoped: `mindo_xxxxxxxxxxxxxxxxxxxxxxxx` — limited to the associated company","required":true}]}},"cookie":{},"path":{}},"body":{}},"response":{"200":{"application/json":{"schemaArray":[{"type":"object","properties":{"message_id":[{"type":"string","description":"Anonymized message ID ( `msg_\u003c24 hex chars>` )."}],"conversation_id":[{"type":"string","description":"Anonymized chat ID ( `conv_\u003c24 hex chars>` )."}],"occurred_at":[{"type":"string","description":"ISO-8601 timestamp of when the message was sent."}],"channel":[{"type":"string","description":"Platform: `META_WHATSAPP` , `WHATSAPP_EVOLUTION` , `INSTAGRAM` , `MESSENGER` , `MANYCHAT_WHATSAPP` , `MANYCHAT_INSTAGRAM` ."}],"direction":[{"type":"string","description":"`\"inbound\"` (from contact) or `\"outbound\"` (from system/agent/operator)."}],"author":[{"type":"object","properties":{"type":[{"type":"string","description":"Author type: `contact` , `agent` , `human_operator` , `system` ."}],"id":[{"type":"string","description":"Anonymized author ID ( `ctc_` , `agt_` , `op_` depending on type). `null` for `system` ."}],"display_name":[{"type":"string","description":"Visible author name. Only present for `agent` ."}]},"description":"Who sent the message."}],"agent":[{"type":"object","properties":{"id":[{"type":"integer","description":"Real AI agent ID (not anonymized)."}],"name":[{"type":"string","description":"Agent name."}],"version":[{"type":"string","description":"Agent version."}]},"description":"AI agent data (only if the message was generated by an agent)."}],"content":[{"type":"object","properties":{"type":[{"type":"string","description":"Type: `text` , `image` , `video` , `audio` , `file` , `sticker` , `location` , `contact` , `system` , `notification_template` , `carousel` , `story_mention` , `story_reply` , `ice_breaker_response` ."}],"text":[{"type":"string","description":"Text content of the message."}],"media_url":[{"type":"string","description":"Multimedia file URL (if applicable)."}],"media_mime":[{"type":"string","description":"Media MIME type (e.g., `image/jpeg` )."}]},"description":"Message content."}],"context":[{"type":"object","properties":{"reply_to_message_id":[{"type":"string","description":"Anonymized ID of the quoted message ( `msg_\u003chash>` )."}],"thread_position":[{"type":"null","description":"Reserved for future use."}]},"description":"Conversation context."}],"metadata":[{"type":"object","properties":{"client_id":[{"type":"string","description":"Anonymized company ID ( `cmp_\u003chash>` )."}],"company_id":[{"type":"integer","description":"Real company ID."}],"exported_at":[{"type":"string","description":"UTC timestamp of when this record was generated."}],"schema_version":[{"type":"string","description":"Schema version ( `\"1.0\"` )."}]},"description":"Export data."}],"classifications":[{"type":"array","items":[{"type":"object","properties":{"label":[{"type":"string","description":"Classifier name."}],"value":[{"type":"any","description":"Classification result."}]}}],"description":"Classifications applied to the message (included by default)."}],"extractions":[{"type":"array","items":[{"type":"object","properties":{"key":[{"type":"string","description":"Custom field name."}],"value":[{"type":"any","description":"Extracted value."}]}}],"description":"Data extracted from the message by custom field extractors."}],"tool_calls":[{"type":"array","items":[{"type":"object","properties":{"tool_name":[{"type":"string","description":"Tool name."}],"success":[{"type":"boolean","description":"Whether the execution was successful."}],"execution_time_ms":[{"type":"integer","description":"Execution time in milliseconds."}]}}],"description":"Tools executed by the AI agent during message generation."}],"trace_id":[{"type":"string","description":"Langfuse trace ID for debugging. 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