A lil service that creates embeddings of posts, profiles, and avatars to store them in Qdrant
add wordct to posts
+10
+3
database.py
+3
database.py
···
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return False
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def upsert_post(self, did: str, uri: str, text: str, vector: List[float]):
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+
word_ct = len(text.split())
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+
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try:
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payload = {
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"did": did,
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"uri": uri,
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"text": text,
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+
"word_count": word_ct,
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"timestamp": create_now_timestamp(),
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}
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+7
search.py
+7
search.py
···
6
6
import click
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7
from qdrant_client.models import (
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8
DatetimeRange,
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+
Direction,
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FieldCondition,
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Filter,
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MatchValue,
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+
OrderBy,
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)
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from rich.console import Console
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from rich.table import Table
···
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),
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]
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),
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+
order_by=OrderBy(
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+
key="timestamp",
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+
direction=Direction.DESC,
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+
),
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+
limit=30,
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with_payload=True,
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with_vectors=True,
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)[0]