Add open serp script

OpenSERP-v1.py

@@ -0,0 +1,58 @@
+from datasets import (
+    DatasetBuilder,
+    GeneratorBasedBuilder,
+    DatasetInfo,
+    Sequence,
+    Split,
+    SplitGenerator,
+    DownloadManager,
+    Features,
+    Value,
+    Version,
+)
+import os
+
+
+_DESCRIPTION = """\
+OpenSERP-v1 is a large dataset of over one billion embeddings designed to power a webscale information retrieval systems.
+"""
+
+
+class MyDataset(GeneratorBasedBuilder):
+    VERSION = Version("1.0.0")
+
+    def _info(self):
+        return DatasetInfo(
+            description=_DESCRIPTION,
+            # Specify dataset features here
+            features=Features(
+                {
+                    "id": Value("string"),
+                    "url": Value("string"),
+                    "title": Value("string"),
+                    "metadata": Value("string"),
+                    "dataset": Value("string"),
+                    "text_chunks": Sequence(Value("string")),
+                    "embeddings": Sequence(Value("float")),
+                }
+            ),
+        )
+
+    def _split_generators(self, dl_manager: DownloadManager):
+        # Define dataset splits and where to find them
+        return [
+            SplitGenerator(
+                name=Split.TRAIN,
+                gen_kwargs={"filepath": "arxiv"},
+            ),
+            # Add other splits/folders as needed
+        ]
+
+    def _generate_examples(self, filepath):
+        # Generate data examples from files
+        for filename in os.listdir(filepath):
+            file_path = os.path.join(filepath, filename)
+            with open(file_path, encoding="utf-8") as f:
+                data = f.read()
+                # Process and yield each example
+                yield filename, {"text": data}