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Add Model.listSearchIndexes()
#14450
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const mongoose = require('mongoose');
const { Schema } = mongoose;
//just there
const vectorModelsSupported = [
{
name: 'text_embedding_3_small',
size: 1536,
enabled: true
},
{
name: 'text_embedding_3_small',
size: 1536,
enabled: true
}
]
const EmbeddingSchema = new Schema({
chunkText: { type: String, maxLength: 32764, default: "" },
embedding_text_embedding_3_small: { type: Array, maxLength: 1536 },
embedding_text_embedding_3_large: { type: Array, },
embedding_text_embedding_ada_002: { type: Array, maxLength: 1536 },
chunkLen: Number,
chunkIndex: Number,
upload: {
type: mongoose.Schema.Types.ObjectId,
ref: "upload",
},
chunkUrl: { type: String, maxLength: 1000, }, /*ex: #page=2 for PDF or #id for HTML*/
created: { type: Date, default: Date.now },
usage: { type: Number },
status: { type: String, default: "inactive" }, // inactive, active | error, selected, deleted
});
const Test = mongoose.model('Test', EmbeddingSchema);
async function run() {
await mongoose.connect('mongodb://localhost:27017');
vectorModelsSupported.forEach((model) =>{
if (model.enabled){
//const field =
const fields = {}
fields[`embedding_${model.name}`]= [
{
"dimensions": model.size, // 1536,
"similarity": "euclidean",
"type": "knnVector"
}
]
try{
Test.createSearchIndex({
name: model.name, // "text_embedding_3_small",
definition: {
"mappings": {
"fields": fields
}
}
}
)
}
catch (err){
console.log('err', err);
}
}
})
}
run(); |
With the latest Mongoose, I was able to catch error directly treating as a promise so it didn't send a SIG TERM
I suppose the real issue is that I don't get the list of search indexes when I use
or accessing this property
The list returned is always empty. Question: Thank you |
Please modify my script to demonstrate your issue. Also when using code blocks, use three ` to have it appear as a code block like so: "```" |
The issue in the original post is that you need to In terms of listing existing search indexes, we're currently missing an implementation of |
Model.listSearchIndexes()
Fantastic ! Thank you for adding the Model.listSearchIndex() and respond to this issue. Best wishes |
Prerequisites
Mongoose version
8.2.2
Node.js version
16.20.2
MongoDB server version
Atlas latest
Typescript version (if applicable)
No response
Description
When I use model.createSearchIndex() with an index that already exists, my node application is going down with a SIGTERM
Steps to Reproduce
Use an existing test case to create a search index, but attempt to create it twice with the same name
Expected Behavior
the createSearchIndex should throw an error I can catch, or there should be an API that returns the search index.
The Model.listIndexes does not return the search indexes.
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