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start [2025/10/13 06:30] (current) 85.208.84.179 1 |
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| **WorkFlow** | **WorkFlow** | ||
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| + | {{:course_search.jpg|}} | ||
| Please find below the link to Guided Search Workflow. | Please find below the link to Guided Search Workflow. | ||
| + | |||
| https://drive.google.com/file/d/1ph11m0tPFEv5HDb1tcGu1SyktJVsKpER/view?usp=sharing | https://drive.google.com/file/d/1ph11m0tPFEv5HDb1tcGu1SyktJVsKpER/view?usp=sharing | ||
| + | **Technical Specifications** | ||
| + | |||
| + | Pentaho ETL performs | ||
| + | - Data extraction | ||
| + | - Text Clean Up | ||
| + | - Generation of NLU's categories using IBM Watson NLU | ||
| + | - Generation of related Keywords through Google Keyword Planner | ||
| + | |||
| + | Cassandra Big Data DB | ||
| + | - Stores Generated Categories and keywords as tokens | ||
| + | |||
| + | SOLR Collection | ||
| + | - Indexes generated tokens and its corresponding Course ID | ||
| + | |||
| + | Python Search Program | ||
| + | - Performs search on SOLR index as a multi step process to display category and the Courses for selected category | ||
| + | |||
| + | **Sample Input/Output** | ||
| + | |||
| + | 1. Enter Search Term | ||
| + | : abb motors | ||
| + | |||
| + | Subcategory | ||
| + | |||
| + | Business Operations | ||
| + | |||
| + | Hardware | ||
| + | |||
| + | Manufacturing | ||
| + | |||
| + | Software | ||
| + | |||
| + | Metals | ||
| + | |||
| + | Computer certification | ||
| + | |||
| + | Cars | ||
| + | |||
| + | Enter Subcategory | ||
| + | :business operations | ||
| + | |||
| + | Courses that match your chosen category are: | ||
| + | 6166 | ||
| + | |||
| + | 6167 | ||
| + | |||
| + | 6168 | ||
| + | |||
| + | 2. Enter Search Term: | ||
| + | :service engineer | ||
| + | |||
| + | Subcategory | ||
| + | |||
| + | Hardware | ||
| + | |||
| + | Business Operations | ||
| + | |||
| + | Certified pre-owned | ||
| + | |||
| + | energy | ||
| + | |||
| + | Enter Subcategory: | ||
| + | energy | ||
| + | |||
| + | Courses that match your chosen category are: | ||
| + | 18616 | ||
| + | 1 | ||