Add comprehensive README with usage examples

README.md

@@ -4,22 +4,8 @@ task_categories:
   - question-answering
   - text-generation
 language:
-  - as
-  - bn
-  - en
-  - gu
-  - hi
-  - ks
-  - mai
-  - ml
-  - mni
-  - mr
-  - ne
-  - or
-  - pa
-  - sat
-  - ta
-  - te
+  - kn
+  - ur
 multilinguality: multilingual
 size_categories:
   - 1M<n<10M
@@ -32,43 +18,15 @@ tags:
   - wikipedia
 pretty_name: "Multilingual Indic RAG Suite"
 configs:
-  - config_name: as
-    data_files: data/as_data.parquet
-  - config_name: bn
-    data_files: data/bn_data.parquet
-  - config_name: en
-    data_files: data/en_data.parquet
-  - config_name: gu
-    data_files: data/gu_data.parquet
-  - config_name: hi
-    data_files: data/hi_data.parquet
-  - config_name: ks
-    data_files: data/ks_data.parquet
-  - config_name: mai
-    data_files: data/mai_data.parquet
-  - config_name: ml
-    data_files: data/ml_data.parquet
-  - config_name: mni
-    data_files: data/mni_data.parquet
-  - config_name: mr
-    data_files: data/mr_data.parquet
-  - config_name: ne
-    data_files: data/ne_data.parquet
-  - config_name: or
-    data_files: data/or_data.parquet
-  - config_name: pa
-    data_files: data/pa_data.parquet
-  - config_name: sat
-    data_files: data/sat_data.parquet
-  - config_name: ta
-    data_files: data/ta_data.parquet
-  - config_name: te
-    data_files: data/te_data.parquet
+  - config_name: kn
+    data_files: data/kn_data.parquet
+  - config_name: ur
+    data_files: data/ur_data.parquet
 ---
 
 # 🌏 Multilingual Indic RAG Suite
 
-A comprehensive multilingual question-answering dataset covering **16 Indian languages** with **20,125,799 total samples**, designed for RAG (Retrieval-Augmented Generation) applications and multilingual NLP research.
+A comprehensive multilingual question-answering dataset covering **2 Indian languages** with **1,314,087 total samples**, designed for RAG (Retrieval-Augmented Generation) applications and multilingual NLP research.
 
 ## 🚀 Quick Start
 
@@ -76,7 +34,7 @@ A comprehensive multilingual question-answering dataset covering **16 Indian lan
 from datasets import load_dataset
 
 # Load specific language (recommended)
-dataset = load_dataset("ai4bharat/Indic-Rag-Suite", "as")
+dataset = load_dataset("ai4bharat/Indic-Rag-Suite", "kn")
 train_data = dataset['train']
 
 print(f"Loaded {len(train_data)} samples")
@@ -90,31 +48,17 @@ for example in train_data[:2]:
 
 ## 📊 Dataset Overview
 
-### Available Languages (16 total)
+### Available Languages (2 total)
 
 | Code | Language | Load Command |
 |------|----------|--------------|
-| `as` | Assamese | `load_dataset('ai4bharat/Indic-Rag-Suite', 'as')` |
-| `bn` | Bengali | `load_dataset('ai4bharat/Indic-Rag-Suite', 'bn')` |
-| `en` | English | `load_dataset('ai4bharat/Indic-Rag-Suite', 'en')` |
-| `gu` | Gujarati | `load_dataset('ai4bharat/Indic-Rag-Suite', 'gu')` |
-| `hi` | Hindi | `load_dataset('ai4bharat/Indic-Rag-Suite', 'hi')` |
-| `ks` | Kashmiri | `load_dataset('ai4bharat/Indic-Rag-Suite', 'ks')` |
-| `mai` | Maithili | `load_dataset('ai4bharat/Indic-Rag-Suite', 'mai')` |
-| `ml` | Malayalam | `load_dataset('ai4bharat/Indic-Rag-Suite', 'ml')` |
-| `mni` | Manipuri | `load_dataset('ai4bharat/Indic-Rag-Suite', 'mni')` |
-| `mr` | Marathi | `load_dataset('ai4bharat/Indic-Rag-Suite', 'mr')` |
-| `ne` | Nepali | `load_dataset('ai4bharat/Indic-Rag-Suite', 'ne')` |
-| `or` | Odia | `load_dataset('ai4bharat/Indic-Rag-Suite', 'or')` |
-| `pa` | Punjabi | `load_dataset('ai4bharat/Indic-Rag-Suite', 'pa')` |
-| `sat` | Santali | `load_dataset('ai4bharat/Indic-Rag-Suite', 'sat')` |
-| `ta` | Tamil | `load_dataset('ai4bharat/Indic-Rag-Suite', 'ta')` |
-| `te` | Telugu | `load_dataset('ai4bharat/Indic-Rag-Suite', 'te')` |
+| `kn` | Kannada | `load_dataset('ai4bharat/Indic-Rag-Suite', 'kn')` |
+| `ur` | Urdu | `load_dataset('ai4bharat/Indic-Rag-Suite', 'ur')` |
 
 
 ### Dataset Statistics
-- **Total Samples**: 20,125,799
-- **Languages**: 16
+- **Total Samples**: 1,314,087
+- **Languages**: 2
 - **Source**: Wikipedia + Llama 3.3 70B
 - **Task**: Question Answering with Reasoning
 
@@ -160,6 +104,6 @@ for lang in languages:
 ---
 
 **Dataset URL**: https://huggingface.co/datasets/ai4bharat/Indic-Rag-Suite  
-**Total Samples**: 20,125,799  
-**Languages**: 16  
+**Total Samples**: 1,314,087  
+**Languages**: 2  
 **Last Updated**: 2025-06-07