[[["เข้าใจง่าย","easyToUnderstand","thumb-up"],["แก้ปัญหาของฉันได้","solvedMyProblem","thumb-up"],["อื่นๆ","otherUp","thumb-up"]],[["ไม่มีข้อมูลที่ฉันต้องการ","missingTheInformationINeed","thumb-down"],["ซับซ้อนเกินไป/มีหลายขั้นตอนมากเกินไป","tooComplicatedTooManySteps","thumb-down"],["ล้าสมัย","outOfDate","thumb-down"],["ปัญหาเกี่ยวกับการแปล","translationIssue","thumb-down"],["ตัวอย่าง/ปัญหาเกี่ยวกับโค้ด","samplesCodeIssue","thumb-down"],["อื่นๆ","otherDown","thumb-down"]],[],[],[],null,["# BIRD\n\n[More Apps](/competition/vote) \n\nBIRD\n====\n\nHelping business owners to get insights and business recommendations \nVote \nVoted!\nWhat it does\n\nBusiness Insights and Recommendations Developer BIRD: \nBusiness recommendations and proposals start with asking business questions, insights from answering those questions, recommendations from those insights and final proposals or recommendations for implementation. In this application, we present an end-to-end solution framework called BIRD (Business Insights and Recommendations Developer) which implements Gemini as a major part of this business analysis cycle in developing business questions, extracting insights, and providing recommendations in an end-to-end automated process. This framework also allows user interaction at any step for additional context or commands. \n1. Acquire context from the columns of data as well as additional context from the user \n2. Generate business questions based on the context using Gemini \n3. Generate SQL query for each question and query on the data to display results \n4. Allow user to add additional context based on the insights from the results \n5. Generate recommendations from the context using Gemini \n6. Mail the questions, insights and recommendations to business owners \n7. Allow custom questions on the data by converting question to SQL query, query on the data and display results \nBuilt with\n\n- Web/Chrome \nTeam \nBy\n\nSarath Babu \nFrom\n\nIndia \n[](/competition/vote)"]]