Update README.md

README.md

@@ -132,13 +132,23 @@ Contains the raw multi-turn dialogue and metadata.
 
 **Install dependencies**
 
-```
+```python
 pip install pandas pyarrow datasets
 ```
 
+**Download the dataset**
+```python
+import datasets
+
+path = "ReadyAi/5000-podcast-conversations-with-metadata-and-embedding-dataset"
+dataset = datasets.load_dataset(path)
+
+print(dataset['train'].column_names)
+```
+
 **Load a single Parquet split**
 
-``` 
+```python
 import pandas as pd
 
 df = pd.read_parquet("data/bittensor-conversational-tags-and-embeddings-part-0000.parquet")
@@ -147,7 +157,7 @@ print(df.head())
 
 **Load all tag splits**
 
-``` 
+```python
 import pandas as pd
 import glob
 
@@ -159,21 +169,21 @@ print(f"Loaded {len(df_tags)} tag records.")
 
 **Load tag dictionary**
 
-```
+```python
 tag_dict = pd.read_parquet("tag_to_id.parquet")
 print(tag_dict.head())
 ```
 
 **Load conversation to tags mapping**
 
-``` 
+```python
 df_mapping = pd.read_parquet("conversations_to_tags.parquet")
 print(df_mapping.head())
 ```
 
 **Load full conversations dialog and metadata**
 
-``` 
+```python
 df_conversations = pd.read_parquet("conversations_train.parquet")
 print(df_conversations.head())
 ```
@@ -182,7 +192,7 @@ print(df_conversations.head())
 
 ## 🔥 Example: Reconstruct Tags for a Conversation
 
-``` 
+```python
 # Build tag lookup
 tag_lookup = dict(zip(tag_dict['tag_id'], tag_dict['tag']))
 
@@ -209,7 +219,7 @@ print(f"Conversation {c_guid} has tags: {tags}")
 
 **Example (streaming with Hugging Face `datasets`)**
 
-```
+```python
 from datasets import load_dataset
 
 dataset = load_dataset(