import openai from "../../openai.app.mjs";
export default {
key: "openai-create-vector-store",
name: "Create Vector Store",
description: "Create a vector store. [See the documentation](https://platform.openai.com/docs/api-reference/vector-stores/create)",
version: "0.0.7",
annotations: {
destructiveHint: false,
openWorldHint: true,
readOnlyHint: false,
},
type: "action",
props: {
openai,
fileIds: {
propDefinition: [
openai,
"fileId",
],
type: "string[]",
label: "File IDs",
description: "An array of File IDs that the vector store should use",
optional: true,
reloadProps: true,
},
name: {
type: "string",
label: "Name",
description: "Name of the vector store",
optional: true,
},
expiryDays: {
type: "integer",
label: "Expiration Days",
description: "The number of days after the `last_active_at` time that the vector store will expire",
optional: true,
},
metadata: {
type: "object",
label: "Metadata",
description: "Set of 16 key-value pairs that can be attached to an object. This can be useful for storing additional information about the object in a structured format",
optional: true,
},
},
additionalProps() {
const props = {};
if (!this.fileIds?.length) {
return props;
}
props.chunkingStrategy = {
type: "string",
label: "Chunking Strategy",
description: "The chunking strategy used to chunk the file(s)",
options: [
"auto",
"static",
],
optional: true,
reloadProps: true,
};
if (this?.chunkingStrategy === "static") {
props.maxChunkSizeTokens = {
type: "integer",
label: "Max Chunk Size Tokens",
description: "The maximum number of tokens in each chunk. The default value is `800`. The minimum value is `100` and the maximum value is `4096`.",
default: 800,
optional: true,
};
props.chunkOverlapTokens = {
type: "integer",
label: "Chunk Overlap Tokens",
description: "The number of tokens that overlap between chunks. The default value is `400`. Note that the overlap must not exceed half of max_chunk_size_tokens.",
default: 400,
optional: true,
};
}
return props;
},
async run({ $ }) {
const response = await this.openai.createVectorStore({
$,
data: {
file_ids: this.fileIds,
name: this.name,
expires_after: this.expiryDays && {
anchor: "last_active_at",
days: this.expiryDays,
},
chunking_strategy: this.chunkingStrategy && {
type: this.chunkingStrategy,
static: this.chunkingStrategy === "static"
? {
max_chunk_size_tokens: this.maxChunkSizeTokens,
chunk_overlap_tokens: this.chunkOverlapTokens,
}
: undefined,
},
metadata: this.metadata,
},
});
$.export("$summary", `Successfully created vector store with ID: ${response.id}`);
return response;
},
};
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