Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

community[patch]: allow to modify OpenSerach number of shards/replicas #4372

Merged
merged 1 commit into from
Feb 12, 2024
Merged

community[patch]: allow to modify OpenSerach number of shards/replicas #4372

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
16 changes: 14 additions & 2 deletions libs/langchain-community/src/vectorstores/opensearch.ts
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,8 @@ interface VectorSearchOptions {
readonly m?: number;
readonly efConstruction?: number;
readonly efSearch?: number;
readonly numberOfShards?: number;
readonly numberOfReplicas?: number;
}

/**
Expand Down Expand Up @@ -83,6 +85,10 @@ export class OpenSearchVectorStore extends VectorStore {

private readonly efSearch: number;

private readonly numberOfShards: number;

private readonly numberOfReplicas: number;

private readonly m: number;

_vectorstoreType(): string {
Expand All @@ -97,6 +103,8 @@ export class OpenSearchVectorStore extends VectorStore {
this.m = args.vectorSearchOptions?.m ?? 16;
this.efConstruction = args.vectorSearchOptions?.efConstruction ?? 512;
this.efSearch = args.vectorSearchOptions?.efSearch ?? 512;
this.numberOfShards = args.vectorSearchOptions?.numberOfShards ?? 5;
this.numberOfReplicas = args.vectorSearchOptions?.numberOfReplicas ?? 1;

this.client = args.client;
this.indexName = args.indexName ?? "documents";
Expand Down Expand Up @@ -137,6 +145,8 @@ export class OpenSearchVectorStore extends VectorStore {
this.spaceType,
this.efSearch,
this.efConstruction,
this.numberOfShards,
this.numberOfReplicas,
this.m
);
const documentIds =
Expand Down Expand Up @@ -279,13 +289,15 @@ export class OpenSearchVectorStore extends VectorStore {
spaceType = "l2",
efSearch = 512,
efConstruction = 512,
numberOfShards = 5,
numberOfReplicas = 1,
m = 16
): Promise<void> {
const body = {
settings: {
index: {
number_of_shards: 5,
number_of_replicas: 1,
number_of_shards: numberOfShards,
number_of_replicas: numberOfReplicas,
knn: true,
"knn.algo_param.ef_search": efSearch,
},
Expand Down
Loading