Update README.md

README.md

@@ -11,4 +11,39 @@ license: mit
 short_description: bioinformatics-qa-quiz
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Bioinformatics QA Demo
+
+Interactive Hugging Face Space built on:
+
+- Dataset: yashm/bioinformatics-qa-dataset
+- Task: Explore dataset + multiple-choice quiz
+
+## Features
+
+- Explore Dataset tab
+- Topic filter and keyword search
+- Random example viewer
+- Quiz Yourself tab (MCQ format)
+- 4 options per question
+- 1 correct answer from dataset
+- 3 distractors sampled from same topic when possible
+- Automatic next question after submit
+- Score tracking:
+  - correct/total
+  - accuracy
+  - streak
+  - best streak
+
+## Data and Citation
+
+If you use this dataset, please cite:
+
+```bibtex
+@misc{yash_munnalal_gupta_2026,
+  author       = {Yash Munnalal Gupta},
+  title        = {bioinformatics-qa-dataset (Revision 654049c)},
+  year         = 2026,
+  url          = {https://huggingface.co/datasets/yashm/bioinformatics-qa-dataset},
+  doi          = {10.57967/hf/8544},
+  publisher    = {Hugging Face}
+}