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Use URL-based UUIDs in VectorDB records and fix argparse flags #50

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Merged
EmilienM merged 3 commits into from
May 8, 2025
Merged

Use URL-based UUIDs in VectorDB records and fix argparse flags #50

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15e5e3c
Add scraper for knowledge base solutions data
sbekkerm May 6, 2025
d16356b
Fix: Correct solutions query formation and standardize data types
sbekkerm May 7, 2025
37e83f6
Use URL-based UUIDs in VectorDB records and fix argparse flags
sbekkerm May 7, 2025
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8 changes: 7 additions & 1 deletion data_scraper/core/scraper.py
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Original file line number Diff line number Diff line change
Expand Up @@ -107,6 +107,12 @@ def store_records(self, records: list, recreate: bool = True) -> None:
raise IOError

for record in tqdm(records, desc="Processing embeddings"):
if record['url']:
record_id = str(uuid.uuid5(uuid.NAMESPACE_URL, record["url"]))
else:
LOG.error("Missing required URL field")
continue

chunks: list[str] = self.get_chunks(record)

embeddings: list[list[float]] = []
Expand All @@ -121,7 +127,7 @@ def store_records(self, records: list, recreate: bool = True) -> None:

self.record_postprocessing(record)
point = self.db_manager.build_record(
record_id=str(uuid.uuid4()),
record_id=record_id,
payload=dict(record),
vector=embeddings,
)
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8 changes: 4 additions & 4 deletions data_scraper/main.py
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Original file line number Diff line number Diff line change
Expand Up @@ -46,7 +46,7 @@ def jira_scraper():
"Date must follow ISO format 'YYYY-MM-DD'"
)
)
parser.add_argument("--recreate_collection", type=bool, default=False,
parser.add_argument("--recreate_collection", action='store_true', default=False,
help="Recreate database collection from scratch.")
args = parser.parse_args()

Expand Down Expand Up @@ -95,7 +95,7 @@ def osp_doc_scraper():
parser.add_argument("--db_collection_name", type=str,
default=constants.OSP_DOCS_COLLECTION_NAME)
parser.add_argument("--osp_version", type=str, default="18.0")
parser.add_argument("--recreate_collection", type=bool, default=True,
parser.add_argument("--recreate_collection", action='store_true', default=False,
help="Recreate database collection from scratch.")
parser.add_argument(
"--rhoso_docs_path", type=str, default="",
Expand Down Expand Up @@ -154,7 +154,7 @@ def errata_scraper() -> None:
"Date must follow ISO format 'YYYY-MM-DD'"
)
)
parser.add_argument("--recreate_collection", type=bool, default=True,
parser.add_argument("--recreate_collection", action='store_true', default=False,
help="Recreate database collection from scratch.")
args = parser.parse_args()

Expand Down Expand Up @@ -275,7 +275,7 @@ def solutions_scraper() -> None:
default=constants.SOLUTIONS_COLLECTION_NAME)
parser.add_argument("--product_name", type=str,
default=constants.SOLUTIONS_PRODUCT_NAME)
parser.add_argument("--recreate_collection", type=bool, default=True,
parser.add_argument("--recreate_collection", action='store_true', default=False,
help="Recreate database collection from scratch.")
args = parser.parse_args()

Expand Down
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