Generate a response using the RMS (Research Management System) with deep research capabilities. This endpoint provides enhanced search capabilities with organization-specific data and customizable document types.
Note:This feature is available to a limited set of users only. Access requires a separate onboarding process, which will be provided upon request. For more information, please contact us at support@linqalpha.com
Optional array of specific source IDs to search within. If provided, only these sources will be searched. If omitted, all sources belonging to the source_batch_id will be searched. Requires source_batch_id to be specified, and all IDs must exist within that batch.
Number of kb size to return per event. When set to 0, search_results will not be returned via stream, only chat_message_id will be returned. You can retrieve search_results using the chat_message_id through the references API. Setting to 0 is recommended for stream stability.
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This ID is provided as an event during the chat process, appearing in the stream before any think events.\n\nThe dialogue_id serves to uniquely identify individual dialogue instances within a chat session, enabling precise control over message streaming and interruption. Here, a dialogue is defined as a single question and answer pair - so a single chat_session is composed of a sequence of dialogues.\n\nUnlike using only the chat_session_id, the dialogue_id prevents race conditions that could occur when multiple windows or instances interact with the same chat session simultaneously. ","isRequired":true,"uniqueKey":"oneOf.4.data.dialogue_id","typeLabel":"string"}},"isRequired":true,"uniqueKey":"oneOf.4.data","typeLabel":"object"}},"uniqueKey":"oneOf.4","typeLabel":"object"},{"type":"object","description":"Research progress tracking event (5-100%)","required":["event_name","data"],"properties":{"event_name":{"type":"string","description":"Type of SSE event","enum":["research_progress"],"isRequired":true,"uniqueKey":"oneOf.5.event_name","typeLabel":"enum\u003cstring>"},"data":{"type":"object","description":"Event-specific data payload","required":["stage","stage_description","progress_percentage"],"properties":{"stage":{"type":"string","enum":["initialization","research","finalizing","complete"],"description":"Current research stage:\n- initialization (5-10%): Environment setup and structure generation\n- research (15-85%): Multi-round research phase\n- finalizing (90%): Final preparation\n- complete (100%): Research done, content generation starting","isRequired":true,"uniqueKey":"oneOf.5.data.stage","typeLabel":"enum\u003cstring>"},"stage_description":{"type":"string","description":"Human-readable description of current stage","example":"Conducting research round 3","isRequired":true,"uniqueKey":"oneOf.5.data.stage_description","typeLabel":"string"},"progress_percentage":{"type":"number","minimum":0,"maximum":100,"description":"Overall progress percentage (0-100)","isRequired":true,"uniqueKey":"oneOf.5.data.progress_percentage","typeLabel":"number"},"current_round":{"oneOf":[{"type":"integer","description":"Current research round (0-indexed, null if not in research stage)","example":2,"uniqueKey":"oneOf.5.data.current_round.oneOf.0","typeLabel":"integer"},{"type":"null","description":"Current research round (0-indexed, null if not in research stage)","example":2,"uniqueKey":"oneOf.5.data.current_round.oneOf.1","typeLabel":"null"}],"uniqueKey":"oneOf.5.data.current_round","typeLabel":"integer | null"},"max_rounds":{"oneOf":[{"type":"integer","description":"Maximum number of research rounds (null if not in research stage)","example":5,"uniqueKey":"oneOf.5.data.max_rounds.oneOf.0","typeLabel":"integer"},{"type":"null","description":"Maximum number of research rounds (null if not in research stage)","example":5,"uniqueKey":"oneOf.5.data.max_rounds.oneOf.1","typeLabel":"null"}],"uniqueKey":"oneOf.5.data.max_rounds","typeLabel":"integer | null"}},"isRequired":true,"uniqueKey":"oneOf.5.data","typeLabel":"object"}},"uniqueKey":"oneOf.5","typeLabel":"object"},{"type":"object","description":"Research round start/end marker","required":["event_name","data"],"properties":{"event_name":{"type":"string","description":"Type of SSE event","enum":["round"],"isRequired":true,"uniqueKey":"oneOf.6.event_name","typeLabel":"enum\u003cstring>"},"data":{"type":"object","description":"Event-specific data 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executed","isRequired":true,"uniqueKey":"oneOf.9.data.response.query","typeLabel":"string"},"result":{"type":"string","description":"The search result content","isRequired":true,"uniqueKey":"oneOf.9.data.response.result","typeLabel":"string"},"used_citations":{"type":"array","description":"Citations used in the response","items":{"type":"object","description":"Citation information for a source","properties":{"title":{"type":"string","description":"Title of the cited source","uniqueKey":"oneOf.9.data.response.used_citations.items.[INDEX].title","typeLabel":"string"},"url":{"type":"array","items":{"type":"string","uniqueKey":"oneOf.9.data.response.used_citations.items.[INDEX].url.items.[INDEX]","typeLabel":"string"},"description":"URL(s) of the source","uniqueKey":"oneOf.9.data.response.used_citations.items.[INDEX].url","typeLabel":"string[]"},"source":{"type":"string","description":"Source name or publication","uniqueKey":"oneOf.9.data.response.used_citations.items.[INDEX].source","typeLabel":"string"},"date":{"type":"string","description":"Publication date (if available)","uniqueKey":"oneOf.9.data.response.used_citations.items.[INDEX].date","typeLabel":"string"},"hash":{"type":"string","description":"Unique hash identifier for the citation","example":"3ee9c11f","uniqueKey":"oneOf.9.data.response.used_citations.items.[INDEX].hash","typeLabel":"string"}},"uniqueKey":"oneOf.9.data.response.used_citations.items.[INDEX]","typeLabel":"object"},"uniqueKey":"oneOf.9.data.response.used_citations","typeLabel":"object[]"}},"isRequired":true,"uniqueKey":"oneOf.9.data.response","typeLabel":"object"}},"isRequired":true,"uniqueKey":"oneOf.9.data","typeLabel":"object"}},"uniqueKey":"oneOf.9","typeLabel":"object"},{"type":"object","description":"Search result id streaming event","required":["event_name","data"],"properties":{"event_name":{"type":"string","enum":["search_results"],"isRequired":true,"uniqueKey":"oneOf.10.event_name","typeLabel":"enum\u003cstring>"},"data":{"type":"object","description":"Event-specific data payload","required":["chat_message_id"],"properties":{"chat_message_id":{"type":"string","description":"Chat message id (You can retrieve search_results using the chat_message_id through the references API.)","isRequired":true,"uniqueKey":"oneOf.10.data.chat_message_id","typeLabel":"string"}},"isRequired":true,"uniqueKey":"oneOf.10.data","typeLabel":"object"}},"uniqueKey":"oneOf.10","typeLabel":"object"},{"type":"object","description":"Final answer streaming event","required":["event_name","data"],"properties":{"event_name":{"type":"string","description":"Type of SSE event","enum":["answer"],"isRequired":true,"uniqueKey":"oneOf.11.event_name","typeLabel":"enum\u003cstring>"},"data":{"type":"object","description":"Event-specific data 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Citations are embedded as [hash] format.","example":"### Executive Summary","isRequired":true,"uniqueKey":"oneOf.11.data.answer_piece","typeLabel":"string"}},"isRequired":true,"uniqueKey":"oneOf.11.data","typeLabel":"object"}},"uniqueKey":"oneOf.11","typeLabel":"object"}],"uniqueKey":"","typeLabel":"object"},"examples":{"conversation_created":{"title":"conversation_created","value":{"event_name":"conversation","data":{"conversation_id":"123e4567-e89b-12d3-a456-426614174000"}}},"chat_message":{"title":"chat_message","description":"Chat message creation event","value":{"event_name":"chat_message","data":{"chat_message_id":"123e4567-e89b-12d3-a456-426614174000","message_type":"assistant"}}},"status_start":{"title":"status_start","value":{"event_name":"status","data":{"status":"start"}}},"keep_alive":{"title":"keep_alive","value":{"event_name":"keep_alive","data":{"keep_alive_counter":1,"timestamp":"2025-10-29T06:00:10.959327"}}},"dialogue_id":{"title":"dialogue_id","value":{"event_name":"dialogue_id","data":{"dialogue_id":"123e4567-e89b-12d3-a456-426614174000"}}},"progress_research":{"title":"progress_research","value":{"event_name":"research_progress","data":{"stage":"research","stage_description":"Conducting research round 2","progress_percentage":35,"current_round":1,"max_rounds":5}}},"round_start":{"title":"round_start","value":{"event_name":"round","data":{"count":2,"continue_search":true}}},"think":{"title":"think","value":{"event_name":"think","data":{"think_piece":"\u003cPLAN_REASONING>"}}},"tool_call":{"title":"tool_call","value":{"event_name":"tool_call","data":{"tool_name":"integrated_search","tool_args":{"query":"JP Morgan equity research Asia"}}}},"tool_response":{"title":"tool_response","value":{"event_name":"tool_response","data":{"id":"7a21e20f","response":{"query":"JP Morgan equity research Asia","result":"===== RESPONSE =====\n\n**Research findings...**","used_citations":[{"title":"JP Morgan Asia Research Report","url":["https://example.com/report"],"source":"JP Morgan","date":"2024-10-15","hash":"3ee9c11f"}]}}}},"search_results_event":{"title":"search_results_event","description":"Unique identifier for the search results","value":{"event_name":"search_results","data":{"chat_message_id":"123e4567-e89b-12d3-a456-426614174000"}}},"answer_piece":{"title":"answer_piece","value":{"event_name":"answer","data":{"answer_piece":"### Executive Summary\n\nJP Morgan's equity research in Asia [3ee9c11f] shows..."}}},"status_finish":{"title":"status_finish","value":{"event_name":"status","data":{"status":"finish"}}}},"exampleType":"examples"}},"exampleType":"examples"},"e25e25ae-b34c-41e3-89d9-fa2e3e4c755a":{"description":"Bad Request - Invalid request parameters or incorrect format.","content":{"application/json":{"schema":{"type":"object","description":"Standard error response wrapper","properties":{"error":{"type":"object","properties":{"code":{"type":"string","description":"Error code indicating the type of error. Common codes:\n- Authentication: `API_KEY_MISSING`, `INVALID_API_KEY`\n- Validation: `INVALID_REQUEST_BODY`, `ORGANIZATION_ID_MISSING`, `TICKERS_MISSING`, `CHAT_MESSAGE_ID_MISSING`, `DOCUMENT_ID_MISSING`\n- Service: `SEARCH_FAIL`, `TTS_FAIL`, `CREATE_CONV_FAIL`, `GET_STOCK_FAIL`, `CREATE_MSG_FAIL`, `ALPHA_COMP_FAIL`, `GET_REF_FAIL`\n- Connectors: `CONNECTOR_LIST_FAIL`, `CONNECTOR_NOT_FOUND`, `CONNECTOR_CREATE_FAIL`, `CONNECTOR_UPDATE_FAIL`, `CONNECTOR_DELETE_FAIL`, `CONNECTOR_TEST_FAIL`\n- Not Found: `NOT_FOUND`\n- Meeting cancellation: `MEETING_NOT_FOUND`, `MEETING_NOT_CANCELABLE`, `MEETING_CANCEL_REASON_REQUIRED`, `MEETING_CANCEL_UNAVAILABLE`, `MEETING_CANCEL_FAIL`\n- Meeting compliance review: `MEETING_NOT_FOUND`, `MEETING_REVIEW_NOT_PERMITTED`, `MEETING_NOT_REVIEWABLE`, `MEETING_REVIEW_UNAVAILABLE`, `MEETING_REVIEW_FAIL`\n- Transcriptions: `TRANSCRIPTION_UPLOAD_FAIL`, `TRANSCRIPTION_SUBMIT_FAIL`, `TRANSCRIPTION_GET_FAIL`, `TRANSCRIPTION_NOT_FOUND`, `TRANSCRIPTION_REQUEST_INVALID`, `TRANSCRIPTION_RESULT_UNAVAILABLE` (503, poll again), `TRANSCRIPTION_SUBMIT_UNAVAILABLE` (503, submit again with the same Idempotency-Key)","example":"INVALID_REQUEST_BODY","isRequired":true,"uniqueKey":"error.code","typeLabel":"string"},"msg":{"type":"string","description":"Error message (deprecated, use `message` instead)","example":"query is required and must be a string","uniqueKey":"error.msg","typeLabel":"string"},"message":{"type":"string","description":"Error message providing more details about the error","example":"query is required and must be a string","uniqueKey":"error.message","typeLabel":"string"}},"required":["code"],"isRequired":true,"uniqueKey":"error","typeLabel":"object"},"payload":{"oneOf":[{"description":"Always null for error responses","isRequired":true,"uniqueKey":"payload.oneOf.0","typeLabel":"any"},{"description":"Always null for error responses","type":"null","isRequired":true,"uniqueKey":"payload.oneOf.1","typeLabel":"null"}],"isRequired":true,"uniqueKey":"payload","typeLabel":"any | null"}},"required":["error","payload"],"uniqueKey":"","typeLabel":"object"},"example":{"error":{"code":"CREATE_CONV_FAIL","message":"RMS conversation could not be created."},"payload":null},"examples":{"Example":{"title":"Example","value":{"error":{"code":"CREATE_CONV_FAIL","message":"RMS conversation could not be created."},"payload":null}}},"exampleType":"examples"}},"exampleType":"examples"},"e9d48f45-4f53-4b70-bb43-41a9c400ec62":{"description":"Unauthorized - Invalid authentication credentials.","content":{"application/json":{"schema":{"type":"object","description":"Standard error response wrapper","properties":{"error":{"type":"object","properties":{"code":{"type":"string","description":"Error code indicating the type of error. Common codes:\n- Authentication: `API_KEY_MISSING`, `INVALID_API_KEY`\n- Validation: `INVALID_REQUEST_BODY`, `ORGANIZATION_ID_MISSING`, `TICKERS_MISSING`, `CHAT_MESSAGE_ID_MISSING`, `DOCUMENT_ID_MISSING`\n- Service: `SEARCH_FAIL`, `TTS_FAIL`, `CREATE_CONV_FAIL`, `GET_STOCK_FAIL`, `CREATE_MSG_FAIL`, `ALPHA_COMP_FAIL`, `GET_REF_FAIL`\n- Connectors: `CONNECTOR_LIST_FAIL`, `CONNECTOR_NOT_FOUND`, `CONNECTOR_CREATE_FAIL`, `CONNECTOR_UPDATE_FAIL`, `CONNECTOR_DELETE_FAIL`, `CONNECTOR_TEST_FAIL`\n- Not Found: `NOT_FOUND`\n- Meeting cancellation: `MEETING_NOT_FOUND`, `MEETING_NOT_CANCELABLE`, `MEETING_CANCEL_REASON_REQUIRED`, `MEETING_CANCEL_UNAVAILABLE`, `MEETING_CANCEL_FAIL`\n- Meeting compliance review: `MEETING_NOT_FOUND`, `MEETING_REVIEW_NOT_PERMITTED`, `MEETING_NOT_REVIEWABLE`, `MEETING_REVIEW_UNAVAILABLE`, `MEETING_REVIEW_FAIL`\n- Transcriptions: `TRANSCRIPTION_UPLOAD_FAIL`, `TRANSCRIPTION_SUBMIT_FAIL`, `TRANSCRIPTION_GET_FAIL`, `TRANSCRIPTION_NOT_FOUND`, `TRANSCRIPTION_REQUEST_INVALID`, `TRANSCRIPTION_RESULT_UNAVAILABLE` (503, poll again), `TRANSCRIPTION_SUBMIT_UNAVAILABLE` (503, submit again with the same Idempotency-Key)","example":"INVALID_REQUEST_BODY","isRequired":true,"uniqueKey":"error.code","typeLabel":"string"},"msg":{"type":"string","description":"Error message (deprecated, use `message` instead)","example":"query is required and must be a string","uniqueKey":"error.msg","typeLabel":"string"},"message":{"type":"string","description":"Error message providing more details about the error","example":"query is required and must be a string","uniqueKey":"error.message","typeLabel":"string"}},"required":["code"],"isRequired":true,"uniqueKey":"error","typeLabel":"object"},"payload":{"oneOf":[{"description":"Always null for error responses","isRequired":true,"uniqueKey":"payload.oneOf.0","typeLabel":"any"},{"description":"Always null for error responses","type":"null","isRequired":true,"uniqueKey":"payload.oneOf.1","typeLabel":"null"}],"isRequired":true,"uniqueKey":"payload","typeLabel":"any | null"}},"required":["error","payload"],"uniqueKey":"","typeLabel":"object"},"example":{"error":{"code":"API_KEY_MISSING","msg":"header does not contain api key","message":"header does not contain api key"},"payload":null},"examples":{"Example":{"title":"Example","value":{"error":{"code":"API_KEY_MISSING","msg":"header does not contain api key","message":"header does not contain api key"},"payload":null}}},"exampleType":"examples"}},"exampleType":"examples"},"8f054189-53de-4d76-99cf-9710660860ad":{"description":"Forbidden - No permission to access this resource.","content":{"application/json":{"schema":{"type":"object","description":"Standard error response wrapper","properties":{"error":{"type":"object","properties":{"code":{"type":"string","description":"Error code indicating the type of error. Common codes:\n- Authentication: `API_KEY_MISSING`, `INVALID_API_KEY`\n- Validation: `INVALID_REQUEST_BODY`, `ORGANIZATION_ID_MISSING`, `TICKERS_MISSING`, `CHAT_MESSAGE_ID_MISSING`, `DOCUMENT_ID_MISSING`\n- Service: `SEARCH_FAIL`, `TTS_FAIL`, `CREATE_CONV_FAIL`, `GET_STOCK_FAIL`, `CREATE_MSG_FAIL`, `ALPHA_COMP_FAIL`, `GET_REF_FAIL`\n- Connectors: `CONNECTOR_LIST_FAIL`, `CONNECTOR_NOT_FOUND`, `CONNECTOR_CREATE_FAIL`, `CONNECTOR_UPDATE_FAIL`, `CONNECTOR_DELETE_FAIL`, `CONNECTOR_TEST_FAIL`\n- Not Found: `NOT_FOUND`\n- Meeting cancellation: `MEETING_NOT_FOUND`, `MEETING_NOT_CANCELABLE`, `MEETING_CANCEL_REASON_REQUIRED`, `MEETING_CANCEL_UNAVAILABLE`, `MEETING_CANCEL_FAIL`\n- Meeting compliance review: `MEETING_NOT_FOUND`, `MEETING_REVIEW_NOT_PERMITTED`, `MEETING_NOT_REVIEWABLE`, `MEETING_REVIEW_UNAVAILABLE`, `MEETING_REVIEW_FAIL`\n- Transcriptions: `TRANSCRIPTION_UPLOAD_FAIL`, `TRANSCRIPTION_SUBMIT_FAIL`, `TRANSCRIPTION_GET_FAIL`, `TRANSCRIPTION_NOT_FOUND`, `TRANSCRIPTION_REQUEST_INVALID`, `TRANSCRIPTION_RESULT_UNAVAILABLE` (503, poll again), `TRANSCRIPTION_SUBMIT_UNAVAILABLE` (503, submit again with the same Idempotency-Key)","example":"INVALID_REQUEST_BODY","isRequired":true,"uniqueKey":"error.code","typeLabel":"string"},"msg":{"type":"string","description":"Error message (deprecated, use `message` instead)","example":"query is required and must be a string","uniqueKey":"error.msg","typeLabel":"string"},"message":{"type":"string","description":"Error message providing more details about the error","example":"query is required and must be a string","uniqueKey":"error.message","typeLabel":"string"}},"required":["code"],"isRequired":true,"uniqueKey":"error","typeLabel":"object"},"payload":{"oneOf":[{"description":"Always null for error responses","isRequired":true,"uniqueKey":"payload.oneOf.0","typeLabel":"any"},{"description":"Always null for error responses","type":"null","isRequired":true,"uniqueKey":"payload.oneOf.1","typeLabel":"null"}],"isRequired":true,"uniqueKey":"payload","typeLabel":"any | null"}},"required":["error","payload"],"uniqueKey":"","typeLabel":"object"},"example":{"error":{"code":"FORBIDDEN","message":"Access denied: insufficient permissions."},"payload":null},"examples":{"Example":{"title":"Example","value":{"error":{"code":"FORBIDDEN","message":"Access denied: insufficient permissions."},"payload":null}}},"exampleType":"examples"}},"exampleType":"examples"},"b77727a3-4b76-4e4f-a04e-52cd819b77dd":{"description":"Not Found - The requested resource does not exist.","content":{"application/json":{"schema":{"type":"object","description":"Standard error response wrapper","properties":{"error":{"type":"object","properties":{"code":{"type":"string","description":"Error code indicating the type of error. Common codes:\n- Authentication: `API_KEY_MISSING`, `INVALID_API_KEY`\n- Validation: `INVALID_REQUEST_BODY`, `ORGANIZATION_ID_MISSING`, `TICKERS_MISSING`, `CHAT_MESSAGE_ID_MISSING`, `DOCUMENT_ID_MISSING`\n- Service: `SEARCH_FAIL`, `TTS_FAIL`, `CREATE_CONV_FAIL`, `GET_STOCK_FAIL`, `CREATE_MSG_FAIL`, `ALPHA_COMP_FAIL`, `GET_REF_FAIL`\n- Connectors: `CONNECTOR_LIST_FAIL`, `CONNECTOR_NOT_FOUND`, `CONNECTOR_CREATE_FAIL`, `CONNECTOR_UPDATE_FAIL`, `CONNECTOR_DELETE_FAIL`, `CONNECTOR_TEST_FAIL`\n- Not Found: `NOT_FOUND`\n- Meeting cancellation: `MEETING_NOT_FOUND`, `MEETING_NOT_CANCELABLE`, `MEETING_CANCEL_REASON_REQUIRED`, `MEETING_CANCEL_UNAVAILABLE`, `MEETING_CANCEL_FAIL`\n- Meeting compliance review: `MEETING_NOT_FOUND`, `MEETING_REVIEW_NOT_PERMITTED`, `MEETING_NOT_REVIEWABLE`, `MEETING_REVIEW_UNAVAILABLE`, `MEETING_REVIEW_FAIL`\n- Transcriptions: `TRANSCRIPTION_UPLOAD_FAIL`, `TRANSCRIPTION_SUBMIT_FAIL`, `TRANSCRIPTION_GET_FAIL`, `TRANSCRIPTION_NOT_FOUND`, `TRANSCRIPTION_REQUEST_INVALID`, `TRANSCRIPTION_RESULT_UNAVAILABLE` (503, poll again), `TRANSCRIPTION_SUBMIT_UNAVAILABLE` (503, submit again with the same Idempotency-Key)","example":"INVALID_REQUEST_BODY","isRequired":true,"uniqueKey":"error.code","typeLabel":"string"},"msg":{"type":"string","description":"Error message (deprecated, use `message` instead)","example":"query is required and must be a string","uniqueKey":"error.msg","typeLabel":"string"},"message":{"type":"string","description":"Error message providing more details about the error","example":"query is required and must be a string","uniqueKey":"error.message","typeLabel":"string"}},"required":["code"],"isRequired":true,"uniqueKey":"error","typeLabel":"object"},"payload":{"oneOf":[{"description":"Always null for error responses","isRequired":true,"uniqueKey":"payload.oneOf.0","typeLabel":"any"},{"description":"Always null for error responses","type":"null","isRequired":true,"uniqueKey":"payload.oneOf.1","typeLabel":"null"}],"isRequired":true,"uniqueKey":"payload","typeLabel":"any | null"}},"required":["error","payload"],"uniqueKey":"","typeLabel":"object"},"example":{"error":{"code":"NOT_FOUND","message":"The requested resource was not found."},"payload":null},"examples":{"Example":{"title":"Example","value":{"error":{"code":"NOT_FOUND","message":"The requested resource was not found."},"payload":null}}},"exampleType":"examples"}},"exampleType":"examples"},"93c5f72a-1c8b-41fc-ada2-b3bad3aef7fc":{"description":"Internal Server Error - An unexpected error occurred on the server.","content":{"application/json":{"schema":{"type":"object","description":"Standard error response wrapper","properties":{"error":{"type":"object","properties":{"code":{"type":"string","description":"Error code indicating the type of error. Common codes:\n- Authentication: `API_KEY_MISSING`, `INVALID_API_KEY`\n- Validation: `INVALID_REQUEST_BODY`, `ORGANIZATION_ID_MISSING`, `TICKERS_MISSING`, `CHAT_MESSAGE_ID_MISSING`, `DOCUMENT_ID_MISSING`\n- Service: `SEARCH_FAIL`, `TTS_FAIL`, `CREATE_CONV_FAIL`, `GET_STOCK_FAIL`, `CREATE_MSG_FAIL`, `ALPHA_COMP_FAIL`, `GET_REF_FAIL`\n- Connectors: `CONNECTOR_LIST_FAIL`, `CONNECTOR_NOT_FOUND`, `CONNECTOR_CREATE_FAIL`, `CONNECTOR_UPDATE_FAIL`, `CONNECTOR_DELETE_FAIL`, `CONNECTOR_TEST_FAIL`\n- Not Found: `NOT_FOUND`\n- Meeting cancellation: `MEETING_NOT_FOUND`, `MEETING_NOT_CANCELABLE`, `MEETING_CANCEL_REASON_REQUIRED`, `MEETING_CANCEL_UNAVAILABLE`, `MEETING_CANCEL_FAIL`\n- Meeting compliance review: `MEETING_NOT_FOUND`, `MEETING_REVIEW_NOT_PERMITTED`, `MEETING_NOT_REVIEWABLE`, `MEETING_REVIEW_UNAVAILABLE`, `MEETING_REVIEW_FAIL`\n- Transcriptions: `TRANSCRIPTION_UPLOAD_FAIL`, `TRANSCRIPTION_SUBMIT_FAIL`, `TRANSCRIPTION_GET_FAIL`, `TRANSCRIPTION_NOT_FOUND`, `TRANSCRIPTION_REQUEST_INVALID`, `TRANSCRIPTION_RESULT_UNAVAILABLE` (503, poll again), `TRANSCRIPTION_SUBMIT_UNAVAILABLE` (503, submit again with the same Idempotency-Key)","example":"INVALID_REQUEST_BODY","isRequired":true,"uniqueKey":"error.code","typeLabel":"string"},"msg":{"type":"string","description":"Error message (deprecated, use `message` instead)","example":"query is required and must be a string","uniqueKey":"error.msg","typeLabel":"string"},"message":{"type":"string","description":"Error message providing more details about the error","example":"query is required and must be a string","uniqueKey":"error.message","typeLabel":"string"}},"required":["code"],"isRequired":true,"uniqueKey":"error","typeLabel":"object"},"payload":{"oneOf":[{"description":"Always null for error responses","isRequired":true,"uniqueKey":"payload.oneOf.0","typeLabel":"any"},{"description":"Always null for error responses","type":"null","isRequired":true,"uniqueKey":"payload.oneOf.1","typeLabel":"null"}],"isRequired":true,"uniqueKey":"payload","typeLabel":"any | null"}},"required":["error","payload"],"uniqueKey":"","typeLabel":"object"},"example":{"error":{"code":"SERVER_ERROR","message":"An unexpected error occurred on the server."},"payload":null},"examples":{"Example":{"title":"Example","value":{"error":{"code":"SERVER_ERROR","message":"An unexpected error occurred on the server."},"payload":null}}},"exampleType":"examples"}},"exampleType":"examples"}},"security":{"8aa7599b-2dcb-4258-a16e-03ea68ad1736":{"ApiKeyAuth":{"type":"apiKey","in":"header","name":"X-API-KEY","scopes":[],"schemeName":"ApiKeyAuth"}}},"servers":{"9cdf8e58-8f32-4db6-a144-4d35b9596918":{"url":"https://api.linqalpha.com"}},"processedSecurityOptions":[{"schemes":[{"scheme":{"type":"apiKey","in":"header","name":"X-API-KEY","scopes":[],"schemeName":"ApiKeyAuth"},"schema":{"title":"X-API-KEY","type":"string","isRequired":true,"typeLabel":"string","deprecated":false},"schemeName":"ApiKeyAuth","name":"X-API-KEY"}],"title":"ApiKeyAuth"}]},"originalFileLocation":"api-reference/openapi.json"},"subdomain":"linqalpha","siteName":"Linq Alpha API Docs","title":"RMS Deep Research - Linq Alpha API Docs","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{}},"lastModified":"2026-06-26T02:35:36.931Z","originalFileLocation":"api-reference/rms/rms_deep_research.mdx"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"system\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"description\" content=\"Generate a response using the RMS (Research Management System) with deep research capabilities. 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This endpoint provides enhanced search capabilities with organization-specific data and customizable document types.\n\n**Note**: This feature is available to a limited set of users only. Access requires a separate onboarding process, which will be provided upon request. For more information, please contact us at [support@linqalpha.com](mailto:support@linqalpha.com)","href":"/api-reference/rms/rms_chat"},{"title":"RMS Deep Research","openapi":"POST /v1/rms_deep_research","href":"/api-reference/rms/rms_deep_research"}]},{"group":"Briefing","tag":"NEW","pages":[{"title":"Create Briefing Schedule","openapi":"POST /v1/briefings","description":"Create a new briefing with topic, tickers, and schedule in a single call.","href":"/api-reference/briefing/create"},{"title":"List Briefing Schedules","openapi":"GET /v1/briefings","href":"/api-reference/briefing/list"},{"title":"Update Briefing Schedule","openapi":"PATCH /v1/briefings/{id}","href":"/api-reference/briefing/update"},{"title":"Delete Briefing Schedule","openapi":"DELETE /v1/briefings/{id}","href":"/api-reference/briefing/delete"},{"title":"Preview Briefing On-Demand","openapi":"POST /v1/briefings/preview","href":"/api-reference/briefing/preview"},{"title":"List Deliveries","openapi":"GET /v1/briefings/{id}/deliveries","href":"/api-reference/briefing/deliveries"},{"title":"Get Delivery Detail","openapi":"GET /v1/briefings/deliveries/{delivery_id}","href":"/api-reference/briefing/delivery-detail"},{"title":"Get Delivery References","openapi":"GET /v1/briefings/deliveries/{delivery_id}/references","href":"/api-reference/briefing/delivery-references"},{"title":"Refresh External Content PDF Upload URL","openapi":"POST /v1/external_content/refresh_upload_url","href":"/api-reference/briefing/external-content-refresh-upload-url"}]},{"group":"Sync Status","tag":"NEW","pages":[{"title":"Organization Sync Status","openapi":"GET /v1/status/sync","href":"/api-reference/status/sync"},{"title":"Document Sync Status","openapi":"GET /v1/status/documents","href":"/api-reference/status/documents"},{"title":"Container Sync Status","openapi":"GET /v1/status/containers","href":"/api-reference/status/containers"}]},{"group":"Meeting Agent","pages":[{"title":"Cancel Meeting Agent","openapi":"POST /v1/meetings/{meeting_id}/cancel","href":"/api-reference/meetings/cancel"},{"title":"Approve Meeting Agent Results","openapi":"POST /v1/meetings/{meeting_id}/approve","href":"/api-reference/meetings/approve"},{"title":"Reject Meeting Agent Results","openapi":"POST /v1/meetings/{meeting_id}/reject","href":"/api-reference/meetings/reject"}]}]}]},"title":"RMS Deep Research - Linq Alpha API Docs","buildId":"dpl_DFJrtvUi8HS5F9nkooKuDJsuD5BM","deploymentId":"dpl_DFJrtvUi8HS5F9nkooKuDJsuD5BM","dynamics":["c2aa737661","2b790eda92","b0f84f53ff","a9bb46feb3"],"chunks":["OpenApiReferenceProvider-rfhihCWU.js","utils-BmH1XFxk.js","cloneDeep-izs3Hzxb.js","_Uint8Array-BVIqJ90l.js","isObjectLike-C8vmzPEN.js","isArray-Dcu1dQ5t.js","utils-BcNsxPKB.js","toString-BX-iyh8G.js","isSymbol-CSH9U2Gm.js","addUniqueKeysToSchema-BAES3tkd.js","snippetPresets-DCMQBKLP.js","style-to-object-BY3JEAdk.js","v4-DIgz8zy6.js","ApiExamples-D6l_bzE9.js","isEqual-BfaiBbcl.js","usePlaygroundInputsStore-BOktbnNh.js","shallow-BCs8SgM7.js","getApiPlaygroundDisplay-DEmW5bJB.js","CodeSnippet-CpZOpB9C.js","CodeSnippets-BOBDqibl.js","Page-D5fEM6aW.js","getPastedJson-DH2JBvmr.js","icon-BBJH-kKh.js","MethodPill-D2Sd5NLC.js","DuplicateIcon-CGgfL2qN.js","createIcon-BKudBBzi.js","DynamicMarkdown-85clUA0i.js","SectionHeading-D0JiMgDx.js","axios-vUo_bRtp.js","Markdown-Cfiy0xZO.js","clsx-rL8ZCCw4.js","lib--scc4DXi.js","lib-B8HbPgcC.js","html-void-elements-mCSPHezU.js","dist-aeztFa9U.js","katex-YMM-FMeD.js","marked.esm-CZWythHk.js","AssistantPageLink-BywkCr5C.js"]}