Chunk #401

Aus: Embedding (Index: 1)

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Inhalt

from qdrant_client import QdrantClient
from qdrant_client.models import PointStruct

client = QdrantClient(host="localhost", port=6333)

client.upsert(
    collection_name="documents",
    points=[
        PointStruct(
            id=uuid4().hex,
            vector=embedding,
            payload={
                "document_id": 123,
                "chunk_id": 1,
                "content_preview": text[:200]
            }
        )
    ]
)

Clean Content

```
`from qdrant_client import QdrantClient
from qdrant_client.models import PointStruct

client = QdrantClient(host="localhost", port=6333)

client.upsert(
 collection_name="documents",
 points=[
 PointStruct(
 id=uuid4().hex,
 vector=embedding,
 payload={
 "document_id": 123,
 "chunk_id": 1,
 "content_preview": text[:200]
 }
 )
 ]
)`
```

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