{"id":32941,"date":"2023-06-15T09:32:37","date_gmt":"2023-06-15T00:32:37","guid":{"rendered":"https:\/\/smallake.kr\/?p=32941"},"modified":"2023-06-15T09:32:37","modified_gmt":"2023-06-15T00:32:37","slug":"bloomberggtp%ec%99%80-indexgpt%eb%a5%bc-%eb%84%98%ec%96%b4%ec%84%9c-fingpt%eb%a1%9c","status":"publish","type":"post","link":"https:\/\/smallake.kr\/?p=32941","title":{"rendered":"BloombergGTP\uc640 IndexGPT\ub97c \ub118\uc5b4\uc11c FinGPT\ub85c"},"content":{"rendered":"<p>1.<br \/>\nchatGPT\ub97c \uc774\uc6a9\ud558\uc5ec \uae08\uc735\uc11c\ube44\uc2a4\ub97c \ub9cc\ub4e4\ub824\uace0 \ud558\ub294 \uc2dc\ub3c4\uac00 \ub118\uce69\ub2c8\ub2e4. \uad6d\ub0b4\uc678 \uc0ac\ub840\ub97c \ud558\ub098\uc529 \uc0b4\ud3b4\ubcf4\uba74. <\/p>\n<p>\uba3c\uc800 \ubbf8\uad6d  Broadridge\uac00 GPT API\ub97c \uc774\uc6a9\ud558\uc5ec BondGPT\uc11c\ube44\uc2a4\ub97c \ucd9c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.ltxtrading.com\/bondgpt\" rel=\"noopener\" target=\"_blank\">LTX by Broadridge Launches BondGPT Powered by OpenAI GPT-4<\/a><\/p>\n<p>\ubcf4\ub3c4\uc790\ub8cc\ub9cc \uc788\uace0 <a href=\"https:\/\/www.ltxtrading.com\/bondgpt\" rel=\"noopener\" target=\"_blank\">BondGPT \u2013 powered by OpenAI GPT-4 \u2013 answers bond-related questions and assists users in their identification of corporate bonds on the LTX platform<\/a>\ub97c \ud1b5\ud574 \uc2e0\uccad\uc790\ub97c \ubaa8\uc9d1\ud558\ub294 \uc911\uc785\ub2c8\ub2e4. \uc5b4\ub5a4 \uc11c\ube44\uc2a4\uc778\uc9c0 \uc601\uc0c1\uc73c\ub85c \ubcf4\uc2dc\uba74 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<div style=\"width: 1130px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-32941-1\" width=\"1130\" height=\"636\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/br-ltx-bondgpt-video-new.mp4?_=1\" \/><a href=\"https:\/\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/br-ltx-bondgpt-video-new.mp4\">https:\/\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/br-ltx-bondgpt-video-new.mp4<\/a><\/video><\/div>\n<p>Broadrige\ub294 chatGPT\uc758 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uba74 \ud68c\uc0ac\uac00 \ubcf4\uc720\ud558\uace0 \uc788\ub294 \ucc44\uad8c\uad00\ub828 \uc815\ubcf4\ub97c \ucd94\uac00\ub85c \ubcf4\uc5ec\uc8fc\ub294 \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\uc600\uc2b5\ub2c8\ub2e4. \ubcf4\ub3c4\uc790\ub8cc\ub294 \uc774\ub807\uac8c \ud45c\ud604\ud569\ub2c8\ub2e4.<\/p>\n<blockquote><p>View robust, dynamic charting and graphing<\/p><\/blockquote>\n<p>\uc194\uc9c1\ud788 \ubb34\uc5c7\uc774 \ud601\uc2e0\uc778\uc9c0 \uc54c \uc218 \uc5c6\ub294 \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.\uad6d\ub0b4\ub97c \ubcf4\uba74 \ub450\ubb3c\uba38\ub9ac\uac00 \ub0b4\ub193\uc740 Boolio Invest\uac00 \uc788\uc2b5\ub2c8\ub2e4.  \uc544\ub798\ub97c \ubcf4\uc2dc\uba74 \uc5b4\ub5bb\uac8c \ub3d9\uc791\ud558\ub294\uc9c0\ub97c \uc798 \uc124\uba85\ud574\ub193\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/roihacks.com\/boolio-chatgpt-plugin\/?utm_source=youtube&#038;utm_medium=social&#038;utm_campaign=boolio-chatgpt-plugin\" rel=\"noopener\" target=\"_blank\">Boolio ChatGPT Plugin Tutorial &#038; Best Prompts To Use<\/a><\/p>\n<p>\ucc38\uace0\ub85c <a href=\"https:\/\/gptstore.ai\/plugins\/chatgpt-boolio-co-kr\" rel=\"noopener\" target=\"_blank\">Overview Of AI\/ChatGPT Plugin Boolio Invest<\/a>\uc5d0 \uc62c\ub77c\uc628 Plugin API \ubb38\uc11c\ub97c \ubcf4\uc2dc\uba74 \uc880\ub354 \uc790\uc138\ud788 \ub3d9\uc791\ubc29\ubc95\uc744 \uc774\ud574\ud558\uc2e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<pre class=\"height-set:true width-set:true width:100 width-unit:1 lang:default decode:true \" >openapi: 3.1.0\r\ninfo:\r\n  title: Boolio ChatGPT plugin\r\n  version: 2023.6.2\r\npaths:\r\n  \/api\/stock\/summary:\r\n    post:\r\n      summary: Summarize stock info\r\n      description: Summarize stock info of the given country and ticker\r\n      operationId: postApiStockSummary\r\n      requestBody:\r\n        content:\r\n          application\/json:\r\n            schema:\r\n              $ref: '#\/components\/schemas\/StockSummaryRequest'\r\n        required: true\r\n      responses:\r\n        '200':\r\n          description: ''\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n        '400':\r\n          description: 'Invalid value for: body'\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n        '404':\r\n          description: ''\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n        '500':\r\n          description: ''\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n  \/api\/search\/factor:\r\n    get:\r\n      summary: Search factor\r\n      description: Search for factor by keywords. If the query is an empty string,\r\n        `category` field must be set.\r\n      operationId: getApiSearchFactor\r\n      parameters:\r\n      - name: query\r\n        in: query\r\n        description: Keywords in English to search for the factor\r\n        required: true\r\n        schema:\r\n          type: string\r\n      - name: category\r\n        in: query\r\n        description: The category the factor belongs to. Should be one of the examples\r\n          when the query is empty.\r\n        required: false\r\n        schema:\r\n          type: string\r\n        examples:\r\n          Example0:\r\n            value: Scoring\r\n          Example1:\r\n            value: Value\r\n          Example2:\r\n            value: Efficiency\r\n          Example3:\r\n            value: Profitability\r\n          Example4:\r\n            value: Growth\r\n          Example5:\r\n            value: Stability\r\n          Example6:\r\n            value: Price\r\n          Example7:\r\n            value: Volume\r\n          Example8:\r\n            value: Statistics\r\n          Example9:\r\n            value: Shareholder Policy\r\n          Example10:\r\n            value: Analyst Outlook\r\n      responses:\r\n        '200':\r\n          description: ''\r\n          content:\r\n            application\/json:\r\n              schema:\r\n                type: array\r\n                items:\r\n                  $ref: '#\/components\/schemas\/FactorDefinition'\r\n        '400':\r\n          description: 'Invalid value for: query parameter query, Invalid value for:\r\n            query parameter category'\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n        '404':\r\n          description: ''\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n        '500':\r\n          description: ''\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n  \/api\/search\/sector:\r\n    get:\r\n      summary: Search industry sectors\r\n      description: Search for sector IDs by keywords.\r\n      operationId: getApiSearchSector\r\n      parameters:\r\n      - name: query\r\n        in: query\r\n        description: Keywords in English to search for the factor\r\n        required: true\r\n        schema:\r\n          type: string\r\n      responses:\r\n        '200':\r\n          description: ''\r\n          content:\r\n            application\/json:\r\n              schema:\r\n                type: array\r\n                items:\r\n                  $ref: '#\/components\/schemas\/Sector'\r\n        '400':\r\n          description: 'Invalid value for: query parameter query'\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n        '404':\r\n          description: ''\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n        '500':\r\n          description: ''\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\n  \/api\/custom-index\/screen:\r\n    post:\r\n      summary: Screen stocks\r\n      description: |\r\n        Search for stocks meeting the given criteria.\r\n\r\n        Note:\r\n        Before calling this endpoint, please ensure to call `\/api\/search\/factor`\r\n        first to search for the factor.\r\n\r\n        Please ensure the value is in the correct unit corresponding to the factor.\r\n      operationId: postApiCustom-indexScreen\r\n      requestBody:\r\n        content:\r\n          application\/json:\r\n            schema:\r\n              $ref: '#\/components\/schemas\/ScreenerRequest'\r\n        required: true\r\n      responses:\r\n        '200':\r\n          description: ''\r\n          content:\r\n            application\/json:\r\n              schema:\r\n                type: array\r\n                items:\r\n                  $ref: '#\/components\/schemas\/ScreenerItem'\r\n        '400':\r\n          description: 'Invalid value for: body'\r\n          content:\r\n            text\/plain:\r\n              schema:\r\n                type: string\r\ncomponents:\r\n  schemas:\r\n    Direction:\r\n      type: string\r\n      description: The sort direction\r\n      enum:\r\n      - ASC\r\n      - DESC\r\n    FactorDefinition:\r\n      required:\r\n      - id\r\n      - name\r\n      - description\r\n      - unit\r\n      - category\r\n      type: object\r\n      properties:\r\n        id:\r\n          $ref: '#\/components\/schemas\/FactorId'\r\n        name:\r\n          type: string\r\n          description: The name of the factor\r\n        description:\r\n          type: string\r\n          description: The meaning of the factor\r\n        unit:\r\n          type: string\r\n          description: The unit of the factor\r\n        category:\r\n          type: string\r\n          description: The category of the factor\r\n    FactorId:\r\n      type: integer\r\n      description: The unique identifier for the factor\r\n      format: int32\r\n      example: 1113\r\n    FilterCondition:\r\n      required:\r\n      - factorId\r\n      - operator\r\n      - value\r\n      - searchMode\r\n      type: object\r\n      properties:\r\n        factorId:\r\n          $ref: '#\/components\/schemas\/FactorId'\r\n        operator:\r\n          $ref: '#\/components\/schemas\/FilterOperator'\r\n        value:\r\n          type: number\r\n          description: The minimum threshold. If `searchMode` is `RELATIVE`, the scale\r\n            of value is percent.\r\n          format: double\r\n        searchMode:\r\n          $ref: '#\/components\/schemas\/SearchMode'\r\n      example:\r\n        factorId: 1133\r\n        operator: '&amp;gt;='\r\n        value: 100.0\r\n        searchMode: Absolute\r\n    FilterOperator:\r\n      type: string\r\n      description: Operator\r\n      enum:\r\n      - '&amp;gt;'\r\n      - '&amp;gt;='\r\n      - &amp;lt;=\r\n      - &amp;lt;\r\n    GroupId:\r\n      type: integer\r\n      description: |\r\n        The unique identifier for the group or sector.\r\n      format: int32\r\n    ScreenerItem:\r\n      required:\r\n      - name\r\n      type: object\r\n      properties:\r\n        name:\r\n          type: string\r\n        symbol:\r\n          type: string\r\n    ScreenerRequest:\r\n      required:\r\n      - prompt\r\n      - region\r\n      - limit\r\n      type: object\r\n      properties:\r\n        prompt:\r\n          type: string\r\n          description: The latest chat prompt from the user\r\n        region:\r\n          type: string\r\n          description: An ISO-3166-1 alpha-2 code of the country\r\n          example: KR\r\n        sectorIds:\r\n          type: array\r\n          items:\r\n            $ref: '#\/components\/schemas\/GroupId'\r\n          description: Sector identifiers that can be found from at `\/api\/sector\/search`\r\n        filterRules:\r\n          type: array\r\n          items:\r\n            $ref: '#\/components\/schemas\/FilterCondition'\r\n          description: The search criteria. Multiple conditions mean logical and (&amp;amp;&amp;amp;).\r\n            The factors should be identified by numeric ID that can be found at GET\r\n            \/api\/custom-index\/factors\r\n        sortRules:\r\n          type: array\r\n          items:\r\n            $ref: '#\/components\/schemas\/SortingRule'\r\n          description: The sorting criteria, which can be used to find top N items\r\n            that meets the search criteria.\r\n        limit:\r\n          type: integer\r\n          description: The maximum number of stocks in the result\r\n          format: int32\r\n    SearchMode:\r\n      type: string\r\n      description: Whether the type of value is absolute or relative. If `searchMode`\r\n        is `RELATIVE`, the scale of value is percent.\r\n      enum:\r\n      - Absolute\r\n      - Relative\r\n    Sector:\r\n      required:\r\n      - id\r\n      - name\r\n      - level\r\n      type: object\r\n      properties:\r\n        id:\r\n          $ref: '#\/components\/schemas\/GroupId'\r\n        name:\r\n          type: string\r\n        level:\r\n          type: integer\r\n          description: The hierarchical level of the sector. The higher is the narrower.\r\n          format: int32\r\n    SortingRule:\r\n      required:\r\n      - factorId\r\n      - direction\r\n      type: object\r\n      properties:\r\n        factorId:\r\n          $ref: '#\/components\/schemas\/FactorId'\r\n        direction:\r\n          $ref: '#\/components\/schemas\/Direction'\r\n      example:\r\n        factorId: 1113\r\n        direction: DESC\r\n    StockSummaryRequest:\r\n      required:\r\n      - prompt\r\n      - region\r\n      - symbol\r\n      type: object\r\n      properties:\r\n        prompt:\r\n          type: string\r\n          description: The latest chat prompt from the user\r\n        region:\r\n          type: string\r\n          description: An ISO-3166-1 alpha-2 code of the country\r\n          example: JP\r\n        symbol:\r\n          type: string\r\n          description: The identifier of the stock in the corresponding region\r\n          example: AAPL<\/pre>\n<p>\ud639 \ube44\uc2b7\ud55c \uc11c\ube44\uc2a4\uc5d0 \uad00\uc2ec\uc774 \uc788\ub2e4\uba74 \uc544\ub798\uc5d0\uc11c \ucc3e\uc544\ubcf4\uc2dc\uae38.<\/p>\n<p><a href=\"https:\/\/www.whatplugin.ai\/plugins\/boolio-invest\" rel=\"noopener\" target=\"_blank\">Investment &#038; Trading Plugins for ChatGPT Like Boolio Invest<\/a><\/p>\n<p>2.<br \/>\n\uc5b4\ub5a4 \uc0ac\ubb3c\uc744 \ubc14\ub77c\ubcfc \ub54c \uc120\ud638\ud558\uc9c0 \uc54a\ub294 \uac83\uc774 &#8216;\uc758\uc874&#8217;\uc785\ub2c8\ub2e4. \uc5b4\ub5a4 \uc0dd\ud0dc\uacc4\uc5d0 \uc758\uc874\ud568\uc740 \uc0b6\uc774 \ub204\uad70\uac00\uc5d0 \uc758\ud574 \uc88c\uc9c0\uc6b0\uc9c0\ub428\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc885\uc18d\uc801\uc778 \uc0dd\uc874\uc785\ub2c8\ub2e4. \ubb3c\ub860 \ud611\ub825\uc801\uc778 \uc0dd\uc874\uc774\ub77c\uace0 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub978 \ud574\uc11d\uc785\ub2c8\ub2e4. ChatGPI API\uac00 \uc720\uc6a9\ud560 \ub4ef \ud569\ub2c8\ub2e4\ub9cc \ud611\ub825\uc77c\uc9c0 \uc885\uc18d\uc77c\uc9c0 \uc2dc\uac01\uc774 \ub2e4\ub97c \uc218 \uc788\uc9c0\ub9cc \uc885\uc18d\uc774\ub77c\uace0 \uc0dd\uac01\ud558\ub2e4\uba74 \ub2e4\ub978 \uae38\uc744 \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. <\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"r7CTVfcIX3\"><p><a href=\"https:\/\/smallake.kr\/?p=32886\">IndexGPT, BloombergGPT \uadf8\ub9ac\uace0 ChatGPT<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;IndexGPT, BloombergGPT \uadf8\ub9ac\uace0 ChatGPT&#8221; &#8212; \uadf8\ub300\uc548\uc758\uc791\uc740\ud638\uc218\" src=\"https:\/\/smallake.kr\/?p=32886&#038;embed=true#?secret=uGb97fAWRI#?secret=r7CTVfcIX3\" data-secret=\"r7CTVfcIX3\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>\uc704\uae00\uc5d0\uc11c \uc18c\uac1c\ud55c IndexGPT, BloombergGPT\ub294 \uc544\ub9c8\ub3c4 \ub2e4\ub978 \uae38\uc744 \uc120\ud0dd\ud558\ub824\ub294 \uc2dc\ub3c4\uc785\ub2c8\ub2e4. OpenAI\uc5d0 \ub9c9\ub300\ud55c API\uc0ac\uc6a9\ub8cc\ub97c \uc9c0\ubd88\ud558\uba74\uc11c \uc11c\ube44\uc2a4\ub97c \uc774\uc6a9\ud560 \uc218 \uc5c6\uae30\ub54c\ubb38\uc785\ub2c8\ub2e4.\uc774\ub7f4 \ub54c \uc120\ud0dd\uac00\ub2a5\ud55c \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub2e4\ub978 \uae38\uc744 \uc774\uc57c\uae30\ud558\ub294 \uc624\ud508\uc18c\uc2a4\ud504\ub85c\uc81d\ud2b8\uc785\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/github.com\/AI4Finance-Foundation\/FinGPT\" rel=\"noopener\" target=\"_blank\">Data-Centric FinGPT: Open-source for Open Finance<\/a>.<\/p>\n<p>FinGPT\ub294 \uc218\uc2dd\uc5b4\uac00 \uc788\uc2b5\ub2c8\ub2e4. Data-Centric\uc785\ub2c8\ub2e4. \ub370\uc774\ud0c0\ub97c \ubcf4\uc720\ud558\uace0 \uc788\uac70\ub098 \uc218\uc9d1\ud560 \uc218 \uc788\ub294 \uacf3\uc774 \uc120\ud0dd\ud558\uba74 \uc88b\uc740 GPT \ud50c\ub7ab\ud3fc\uc774\ub77c\ub294 \ub73b\uc785\ub2c8\ub2e4. \ub9cc\ub4e0\uc774\ub4e4\uc774 &#8220;\uc65c FinGPT&#8221;\uc774\uc5b4\uc57c \ud558\ub294\uc9c0\ub97c \uc124\uba85\ud55c \uae00\uc785\ub2c8\ub2e4. \uc138\uac00\uc9c0 \uc774\uc720\uac00 \ubaa8\ub450 \uc88b\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c &#8220;Democratizing&#8221;\uc774\ub77c\ub294 \ud45c\ud604\uc774 \ub9c8\uc74c\uc5d0 \ub4ed\ub2c8\ub2e4. Qunatopian\uc774 \ucc98\uc74c \uc11c\ube44\uc2a4\ub97c \uc2dc\uc791\ud560 \ub54c \ud588\ub358 \ub9d0\ub3c4 &#8220;Democracy&#8221;\uc785\ub2c8\ub2e4. &#8220;Occupy Wall Street&#8221; \uc6b4\ub3d9\uc758 \uc5f0\uc7a5\uc120\uc5d0 \uc788\ub294 \ub4ef \ud569\ub2c8\ub2e4.<\/p>\n<blockquote><p>Why FinGPT?<br \/>\n1). Finance is highly dynamic. BloombergGPT retrains an LLM using a mixed dataset of finance and general data sources, which is too expensive (1.3M GPU hours, a cost of around $5M). It is costly to retrain an LLM model every month or every week, so lightweight adaptation is highly favorable in finance. Instead of undertaking a costly and time-consuming process of retraining a model from scratch with every significant change in the financial landscape, FinGPT can be fine-tuned swiftly to align with new data (the cost of adaptation falls significantly, estimated at less than $300 per training).<\/p>\n<p>2). Democratizing Internet-scale financial data is critical, which should allow timely updates (monthly or weekly updates) using an automatic data curation pipeline. But, BloombergGPT has privileged data access and APIs. FinGPT presents a more accessible alternative. It prioritizes lightweight adaptation, leveraging the strengths of some of the best available open-source LLMs, which are then fed with financial data and fine-tuned for financial language modeling.<\/p>\n<p>3). The key technology is &#8220;RLHF (Reinforcement learning from human feedback)&#8221;, which is missing in BloombergGPT. RLHF enables an LLM model to learn individual preferences (risk-aversion level, investing habits, personalized robo-advisor, etc.), which is the &#8220;secret&#8221; ingredient of ChatGPT and GPT4.<\/p><\/blockquote>\n<p>FinGPT\uac00 \uc81c\uc2dc\ud55c \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/i0.wp.com\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/202305052002139.png?ssl=1\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/202305052002139.png?w=1130&#038;ssl=1\" alt=\"\"  class=\"aligncenter size-full wp-image-32946\" srcset=\"https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052002139.png?w=1246&amp;ssl=1 1246w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052002139.png?resize=300%2C168&amp;ssl=1 300w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052002139.png?resize=200%2C112&amp;ssl=1 200w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052002139.png?resize=1170%2C656&amp;ssl=1 1170w\" sizes=\"(max-width: 1130px) 100vw, 1130px\" \/><\/a><br \/>\n<a href=\"https:\/\/i0.wp.com\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/202305052006541.png?ssl=1\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/202305052006541.png?w=1130&#038;ssl=1\" alt=\"\"  class=\"aligncenter size-full wp-image-32947\" srcset=\"https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052006541.png?w=1246&amp;ssl=1 1246w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052006541.png?resize=300%2C168&amp;ssl=1 300w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052006541.png?resize=200%2C112&amp;ssl=1 200w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052006541.png?resize=1170%2C656&amp;ssl=1 1170w\" sizes=\"(max-width: 1130px) 100vw, 1130px\" \/><\/a><br \/>\n<a href=\"https:\/\/i0.wp.com\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/202305052004539.png?ssl=1\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/202305052004539.png?w=1130&#038;ssl=1\" alt=\"\"  class=\"aligncenter size-full wp-image-32948\" srcset=\"https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052004539.png?w=1245&amp;ssl=1 1245w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052004539.png?resize=300%2C168&amp;ssl=1 300w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052004539.png?resize=200%2C112&amp;ssl=1 200w, https:\/\/i0.wp.com\/smallake.kr\/wp-content\/uploads\/2023\/06\/202305052004539.png?resize=1170%2C657&amp;ssl=1 1170w\" sizes=\"(max-width: 1130px) 100vw, 1130px\" \/><\/a><\/p>\n<p>FinGPT\uc640 \uad00\ub828\ud55c \uc790\uc138\ud55c \uc124\uba85\uc740 <a href=\"http:\/\/Internet-scale Financial Data\" rel=\"noopener\" target=\"_blank\">FinNLP<\/a>\uc5d0\uc11c \ud655\uc778\ud558\uc2e4 \uc218\uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uad00\ub828\ud55c \ub0b4\uc6a9\uc744 \ub17c\ubb38\uc73c\ub85c \ubc1c\ud45c\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2306.06031\" rel=\"noopener\" target=\"_blank\">FinGPT: Open-Source Financial Large Language Models<\/a><\/p>\n<iframe src=\"\/\/docs.google.com\/viewer?url=https%3A%2F%2Fwww.smallake.kr%2Fwp-content%2Fuploads%2F2023%2F06%2F2306.06031.pdf&hl=ko&embedded=true\" class=\"gde-frame\" style=\"width:100%; height:500px; border: none;\" scrolling=\"no\"><\/iframe>\n<p class=\"gde-text\"><a href=\"https:\/\/www.smallake.kr\/wp-content\/uploads\/2023\/06\/2306.06031.pdf\" class=\"gde-link\">Download (PDF, 342KB)<\/a><\/p>\n<p>\ucd5c\uadfc \uba87 \ub144\ub3d9\uc548 \uc5ec\ub7ec\uac00\uc9c0 \ud504\ub85c\uc81d\ud2b8\ub97c \ubd24\uc9c0\ub9cc \ub3c4\uc804\ud574\ubcf4\uace0 \uc2f6\uc740 \ud504\ub85c\uc81d\ud2b8\uc785\ub2c8\ub2e4. \ub3c5\ub9bd\uc801\uc778 \uae08\uc735GPT\ub97c \ub9cc\ub4dc\ub294 \uc77c!!!! <\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. chatGPT\ub97c \uc774\uc6a9\ud558\uc5ec \uae08\uc735\uc11c\ube44\uc2a4\ub97c \ub9cc\ub4e4\ub824\uace0 \ud558\ub294 \uc2dc\ub3c4\uac00 \ub118\uce69\ub2c8\ub2e4. \uad6d\ub0b4\uc678 \uc0ac\ub840\ub97c \ud558\ub098\uc529 \uc0b4\ud3b4\ubcf4\uba74. \uba3c\uc800 \ubbf8\uad6d Broadridge\uac00 GPT API\ub97c \uc774\uc6a9\ud558\uc5ec BondGPT\uc11c\ube44\uc2a4\ub97c \ucd9c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4. LTX by Broadridge Launches BondGPT Powered by OpenAI GPT-4 \ubcf4\ub3c4\uc790\ub8cc\ub9cc \uc788\uace0 BondGPT \u2013 powered by OpenAI GPT-4 \u2013 answers bond-related questions and assists users in their identification of corporate bonds on the LTX platform\ub97c \ud1b5\ud574 \uc2e0\uccad\uc790\ub97c \ubaa8\uc9d1\ud558\ub294 \uc911\uc785\ub2c8\ub2e4. \uc5b4\ub5a4 \uc11c\ube44\uc2a4\uc778\uc9c0&#8230;<br \/><a class=\"read-more-button\" href=\"https:\/\/smallake.kr\/?p=32941\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":32962,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"\ubd88\ub8f8\ubc84\uadf8\ub098 JP \ubaa8\uac74\uc774 \uc544\ub2c8\ub354\ub77c\ub3c4 OpenAI\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\ub294 \uae08\uc735GPT\ub97c \ub9cc\ub4e4\uc5b4\ubcf4\uba74.... FinGPT!","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[4,2684],"tags":[3920,3971,3970,3969,3972,3961,3917],"class_list":["post-32941","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category--it","category-2684","tag-bloomberggpt","tag-bondgpt","tag-boolio-invest","tag-fingpt","tag-gpt4","tag-indexgpt","tag-openai"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"smallake\"\/>\n\t<meta name=\"keywords\" content=\"bloomberggpt,bondgpt,boolio invest,fingpt,gpt4,indexgpt,openai\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/smallake.kr\/?p=32941\" \/>\n\t<meta name=\"generator\" content=\"All 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