krzysztof/landing_page
1
0
Fork 0
mirror of https://github.com/qdrant/landing_page.git synced 2026-10-03 01:48:32 +02:00
Code Issues Packages Projects Releases Wiki Activity

updating recommendations to defer indexing

Browse Source
This commit is contained in:
sabrinaaquino
2025-04-10 09:21:38 -03:00
parent 1bb980e517
commit 656ce845cc
1 changed files with 10 additions and 8 deletions
Download Patch File Download Diff File Expand all files Collapse all files
qdrant-landing/content/articles/binary-quantization.md
+10 -8
View File
@@ -114,7 +114,9 @@ if not client.collection_exists(collection_name):
),
optimizers_config=models.OptimizersConfigDiff(
default_segment_number=5,
indexing_threshold=0,
),
hnsw_config=models.HnswConfigDiff(
m=0,
),
quantization_config=models.BinaryQuantization(
binary=models.BinaryQuantizationConfig(always_ram=True),
@@ -122,11 +124,11 @@ if not client.collection_exists(collection_name):
)
```
#### What is happening in the OptimizerConfig?
#### What is happening in the HnswConfig?
We're setting `indexing_threshold` to 0 i.e. disabling the indexing to zero. This allows faster uploads of vectors and payloads. We will turn it back on down below, once all the data is loaded
We're setting `m` to 0 i.e. disabling the HNSW graph construction. This allows faster uploads of vectors and payloads. We will turn it back on down below, once all the data is loaded.
#### Next, we upload our vectors to this and then enable indexing:
#### Next, we upload our vectors to this and then enable the graph construction:
```python
batch_size = 10000
@@ -141,14 +143,14 @@ client.upload_collection(
)
```
Enable indexing again:
Enable HNSW graph construction again:
```python
client.update_collection(
collection_name=f"{collection_name}",
optimizer_config=models.OptimizersConfigDiff(
indexing_threshold=20000
)
hnsw_config=models.HnswConfigDiff(
m=16,
,
)
```
#### Configure the search parameters: