File size: 2,837 Bytes
835f5a9 64b3fa9 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 |
---
language:
- en
license: cc-by-nc-4.0
tags:
- hinduism
- spirituality
- qna
- rag
- chatbot
- iskcon
datasets:
- MeWan2808/isckonDataset
task_categories:
- text-generation
- question-answering
pretty_name: ISKCON Q&A Dataset โ Chaitanya Guru Wisdom Corpus
size_categories:
- n<1K
---
# ๐๏ธ ISKCON Q&A Dataset โ Chaitanya Guru Wisdom Corpus
## ๐ Overview
To enhance spiritual accessibility and preserve Guru wisdom, this dataset has been curated as part of a service learning initiative focused on the teachings and Q&A sessions of the **ISKCON (International Society for Krishna Consciousness)** tradition.
The dataset contains transcribed and preprocessed audio recordings of **Chaitanya Guruโs Q&A sessions**, prepared for downstream Natural Language Processing (NLP) applications such as chatbots and retrieval-augmented generation (RAG) systems.
---
## ๐ฏ Purpose
The **primary objective** of this dataset is to:
- Develop an intelligent **chatbot trained on ISKCON Q&A transcripts**, leveraging modern NLP and RAG architectures.
- **Transcribe, preprocess, and organize** religious discussions into a structured corpus for efficient knowledge retrieval.
- Enable models to **answer Hinduism-related questions** with accuracy, depth, and contextual alignment to scriptural teachings.
- **Preserve spiritual knowledge** and make it easily accessible to devotees, learners, and researchers worldwide.
---
## ๐ Dataset Structure
Each record in the dataset typically includes:
| Field | Description |
|-------|--------------|
| `question` | The original question asked to Chaitanya Guru |
| `answer` | The corresponding spiritual response or explanation |
| `topic` | Thematic category (e.g., Karma, Bhakti, Scriptures, Life Guidance) |
| `source` | Audio file name or transcript ID |
| `timestamp` | Position in the original recording |
---
## โ๏ธ Data Preparation
1. **Audio Transcription:** Speech-to-text processing of recorded sessions.
2. **Text Cleaning:** Removal of filler words, pauses, and redundant repetitions.
3. **Segmentation:** Mapping each Q&A pair with timestamps.
4. **Metadata Tagging:** Assigning topics and references for efficient retrieval.
---
## ๐ก Recommended Use
- Fine-tuning **RAG pipelines** for domain-aware Q&A.
- Training **contextual dialogue systems** in the domain of Hindu philosophy.
- Conducting **linguistic or thematic analysis** of spiritual discourse.
- Supporting **educational or devotional applications**.
---
## โ ๏ธ Ethical & Usage Notes
- This dataset is intended **solely for educational and spiritual research** purposes.
- Respect the sanctity of the content โ **do not use it for commercial or inappropriate contexts**.
- Proper attribution to ISKCON and Chaitanya Guru should be maintained in any derivative work.
--- |