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Information Retrieval
Google Search Engine Version 2.0
Discover news articles from 1987 with advanced search capabilities
Main Features
β¨οΈ
Search By Text
ποΈ
Search By Voice
π·
Search By Image
β¨
Summarization
βοΈ
Advanced Filters
Documents
π°
Reuters News Articles
18,594
Documents Indexed
Workflow: ETL Pipeline & Search Pipeline
π
Extract
XML β JSON
EDA
Advanced Analysis
Reporting
πͺ
Transform
Preprocessing
Clustering
Data Mining
Entity Extraction
Geo Extraction
Encoding
Postprocessing
πΎ
Load
JSON Export
Index Mapping
Bulk Indexing
β¨οΈ
Search: Text
Autocompletion
Semantic + Exact
Reranking
ποΈ
Search: Voice
Record Audio
ASR Processing
Text Search
π·
Search: Image
OCR/Captioner
Text Extraction
Text Search
β¨
Summarization
Generate Summary
Points of Interest
Groundness Score
Debug Details
Search: Text (Hybrid)
β¨οΈ Text Search
βοΈ Autocompletion
π§ Semantic Search
π― Exact Search
β Quality Reranking
π Cross Encoder Reranking
π Results: Top 20 Documents
Search: Voice (ASR)
ποΈVoice Search
π€ Recording Voice (Bytes)
π Convert to WAV
π€ ASR Processing
π Text Generation
π΅οΈββοΈ Inverse Normalization Check
π NeMo Curator (if needed)
β‘οΈ Route to Text Search
π Results: Top 20 Documents
Search: Image (OCR / Caption)
π· Image Search
πΈ Browse Image
π§ Paddle Model Analysis
π Document β OCR Text Extraction
π Normal Image β Captioner Model
π΅οΈββοΈ Inverse Normalization Check
π NeMo Curator (if needed)
β‘οΈ Route to Text Search
π Results: Top 20 Documents
Advanced Filtration
π Date
π Geographic References
π Keyword
π Domain
π Content Type
π·οΈ Topics
π Places
π’ Organizations
π₯ People
π± Exchanges
π Identities
π§ Geographic Points
π Results: Top 20 Documents
Summarization
β¨ AI Summarization
π₯ Input: Retrieved Documents
π Generate Summary (Overview)
β Points of Interest
β Groundness Score
π Debugging Details
Output:
Comprehensive Summarization & Points of Interest
Friendly UI
π¨ User Interface
π Document Card 1
π Document Card 2
π Document Card 3
π Document Card 4
π Document Card 5
π ... (Top 20 Total)
β¨ AI Summarization
Overview
Key Points
Groundness Score
Debug Details
Project Management
π― Tasks
πͺ ETL Pipeline
π Data Analysis
β¨οΈ Search By Text
π· Search By Image
ποΈ Search By Voice
β¨ Summarization
π Backend
π¨ Frontend
π Team
ποΈ Ismael Mousa
ποΈ Mohammed Ali
ποΈ Yazan Ashour
ποΈ Mohammed Amad
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