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llm / api /models /plugins /mongoMeili.js
Marco Beretta
LibreChat upload repo
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const mongoose = require('mongoose');
const { MeiliSearch } = require('meilisearch');
const { cleanUpPrimaryKeyValue } = require('../../lib/utils/misc');
const _ = require('lodash');
const searchEnabled = process.env.SEARCH && process.env.SEARCH.toLowerCase() === 'true';
const meiliEnabled = process.env.MEILI_HOST && process.env.MEILI_MASTER_KEY && searchEnabled;
const validateOptions = function (options) {
const requiredKeys = ['host', 'apiKey', 'indexName'];
requiredKeys.forEach((key) => {
if (!options[key]) {
throw new Error(`Missing mongoMeili Option: ${key}`);
}
});
};
const createMeiliMongooseModel = function ({ index, indexName, client, attributesToIndex }) {
// console.log('attributesToIndex', attributesToIndex);
const primaryKey = attributesToIndex[0];
// MeiliMongooseModel is of type Mongoose.Model
class MeiliMongooseModel {
// Clear Meili index
static async clearMeiliIndex() {
await index.delete();
// await index.deleteAllDocuments();
await this.collection.updateMany({ _meiliIndex: true }, { $set: { _meiliIndex: false } });
}
static async resetIndex() {
await this.clearMeiliIndex();
await client.createIndex(indexName, { primaryKey });
}
// Clear Meili index
// Push a mongoDB collection to Meili index
static async syncWithMeili() {
await this.resetIndex();
const docs = await this.find({ _meiliIndex: { $in: [null, false] } });
console.log('docs', docs.length);
const objs = docs.map((doc) => doc.preprocessObjectForIndex());
try {
await index.addDocuments(objs);
const ids = docs.map((doc) => doc._id);
await this.collection.updateMany({ _id: { $in: ids } }, { $set: { _meiliIndex: true } });
} catch (error) {
console.log('Error adding document to Meili');
console.error(error);
}
}
// Set one or more settings of the meili index
static async setMeiliIndexSettings(settings) {
return await index.updateSettings(settings);
}
// Search the index
static async meiliSearch(q, params, populate) {
const data = await index.search(q, params);
// Populate hits with content from mongodb
if (populate) {
// Find objects into mongodb matching `objectID` from Meili search
const query = {};
// query[primaryKey] = { $in: _.map(data.hits, primaryKey) };
query[primaryKey] = _.map(data.hits, (hit) => cleanUpPrimaryKeyValue(hit[primaryKey]));
// console.log('query', query);
const hitsFromMongoose = await this.find(
query,
_.reduce(
this.schema.obj,
function (results, value, key) {
return { ...results, [key]: 1 };
},
{ _id: 1 },
),
);
// Add additional data from mongodb into Meili search hits
const populatedHits = data.hits.map(function (hit) {
const query = {};
query[primaryKey] = hit[primaryKey];
const originalHit = _.find(hitsFromMongoose, query);
return {
...(originalHit ? originalHit.toJSON() : {}),
...hit,
};
});
data.hits = populatedHits;
}
return data;
}
preprocessObjectForIndex() {
const object = _.pick(this.toJSON(), attributesToIndex);
// NOTE: MeiliSearch does not allow | in primary key, so we replace it with - for Bing convoIds
// object.conversationId = object.conversationId.replace(/\|/g, '-');
if (object.conversationId && object.conversationId.includes('|')) {
object.conversationId = object.conversationId.replace(/\|/g, '--');
}
return object;
}
// Push new document to Meili
async addObjectToMeili() {
const object = this.preprocessObjectForIndex();
try {
// console.log('Adding document to Meili', object);
await index.addDocuments([object]);
} catch (error) {
// console.log('Error adding document to Meili');
// console.error(error);
}
await this.collection.updateMany({ _id: this._id }, { $set: { _meiliIndex: true } });
}
// Update an existing document in Meili
async updateObjectToMeili() {
const object = _.pick(this.toJSON(), attributesToIndex);
await index.updateDocuments([object]);
}
// Delete a document from Meili
async deleteObjectFromMeili() {
await index.deleteDocument(this._id);
}
// * schema.post('save')
postSaveHook() {
if (this._meiliIndex) {
this.updateObjectToMeili();
} else {
this.addObjectToMeili();
}
}
// * schema.post('update')
postUpdateHook() {
if (this._meiliIndex) {
this.updateObjectToMeili();
}
}
// * schema.post('remove')
postRemoveHook() {
if (this._meiliIndex) {
this.deleteObjectFromMeili();
}
}
}
return MeiliMongooseModel;
};
module.exports = function mongoMeili(schema, options) {
// Vaidate Options for mongoMeili
validateOptions(options);
// Add meiliIndex to schema
schema.add({
_meiliIndex: {
type: Boolean,
required: false,
select: false,
default: false,
},
});
const { host, apiKey, indexName, primaryKey } = options;
// Setup MeiliSearch Client
const client = new MeiliSearch({ host, apiKey });
// Asynchronously create the index
client.createIndex(indexName, { primaryKey });
// Setup the index to search for this schema
const index = client.index(indexName);
const attributesToIndex = [
..._.reduce(
schema.obj,
function (results, value, key) {
return value.meiliIndex ? [...results, key] : results;
// }, []), '_id'];
},
[],
),
];
schema.loadClass(createMeiliMongooseModel({ index, indexName, client, attributesToIndex }));
// Register hooks
schema.post('save', function (doc) {
doc.postSaveHook();
});
schema.post('update', function (doc) {
doc.postUpdateHook();
});
schema.post('remove', function (doc) {
doc.postRemoveHook();
});
schema.pre('deleteMany', async function (next) {
if (!meiliEnabled) {
next();
}
try {
if (Object.prototype.hasOwnProperty.call(schema.obj, 'messages')) {
const convoIndex = client.index('convos');
const deletedConvos = await mongoose.model('Conversation').find(this._conditions).lean();
let promises = [];
for (const convo of deletedConvos) {
promises.push(convoIndex.deleteDocument(convo.conversationId));
}
await Promise.all(promises);
}
if (Object.prototype.hasOwnProperty.call(schema.obj, 'messageId')) {
const messageIndex = client.index('messages');
const deletedMessages = await mongoose.model('Message').find(this._conditions).lean();
let promises = [];
for (const message of deletedMessages) {
promises.push(messageIndex.deleteDocument(message.messageId));
}
await Promise.all(promises);
}
return next();
} catch (error) {
if (meiliEnabled) {
console.log(
'[Meilisearch] There was an issue deleting conversation indexes upon deletion, next startup may be slow due to syncing',
);
console.error(error);
}
return next();
}
});
schema.post('findOneAndUpdate', async function (doc) {
if (!meiliEnabled) {
return;
}
if (doc.unfinished) {
return;
}
let meiliDoc;
// Doc is a Conversation
if (doc.messages) {
try {
meiliDoc = await client.index('convos').getDocument(doc.conversationId);
} catch (error) {
console.log('[Meilisearch] Convo not found and will index', doc.conversationId);
}
}
if (meiliDoc && meiliDoc.title === doc.title) {
return;
}
doc.postSaveHook();
});
};