mirror of
https://github.com/Mintplex-Labs/anything-llm.git
synced 2024-10-04 01:40:12 +02:00
* issue #543 support milvus vector db * migrate Milvus to use MilvusClient instead of ORM normalize env setup for docs/implementation feat: embedder model dimension added * update comments --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
This commit is contained in:
parent
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6faa0efaa8
@ -87,6 +87,7 @@ Some cool features of AnythingLLM
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- [Chroma](https://trychroma.com)
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- [Chroma](https://trychroma.com)
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- [Weaviate](https://weaviate.io)
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- [Weaviate](https://weaviate.io)
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- [QDrant](https://qdrant.tech)
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- [QDrant](https://qdrant.tech)
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- [Milvus](https://milvus.io)
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### Technical Overview
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### Technical Overview
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@ -89,6 +89,12 @@ GID='1000'
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# QDRANT_ENDPOINT="http://localhost:6333"
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# QDRANT_ENDPOINT="http://localhost:6333"
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# QDRANT_API_KEY=
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# QDRANT_API_KEY=
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# Enable all below if you are using vector database: Milvus.
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# VECTOR_DB="milvus"
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# MILVUS_ADDRESS="http://localhost:19530"
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# MILVUS_USERNAME=
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# MILVUS_PASSWORD=
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# CLOUD DEPLOYMENT VARIRABLES ONLY
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# CLOUD DEPLOYMENT VARIRABLES ONLY
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# AUTH_TOKEN="hunter2" # This is the password to your application if remote hosting.
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# AUTH_TOKEN="hunter2" # This is the password to your application if remote hosting.
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@ -0,0 +1,52 @@
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export default function MilvusDBOptions({ settings }) {
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return (
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<div className="w-full flex flex-col gap-y-4">
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<div className="w-full flex items-center gap-4">
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<div className="flex flex-col w-60">
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<label className="text-white text-sm font-semibold block mb-4">
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Milvus DB Address
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</label>
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<input
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type="text"
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name="MilvusAddress"
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className="bg-zinc-900 text-white placeholder-white placeholder-opacity-60 text-sm rounded-lg focus:border-white block w-full p-2.5"
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placeholder="http://localhost:19530"
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defaultValue={settings?.MilvusAddress}
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required={true}
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autoComplete="off"
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spellCheck={false}
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/>
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</div>
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<div className="flex flex-col w-60">
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<label className="text-white text-sm font-semibold block mb-4">
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Milvus Username
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</label>
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<input
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type="text"
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name="MilvusUsername"
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className="bg-zinc-900 text-white placeholder-white placeholder-opacity-60 text-sm rounded-lg focus:border-white block w-full p-2.5"
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placeholder="username"
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defaultValue={settings?.MilvusUsername}
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autoComplete="off"
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spellCheck={false}
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/>
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</div>
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<div className="flex flex-col w-60">
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<label className="text-white text-sm font-semibold block mb-4">
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Milvus Password
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</label>
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<input
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type="password"
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name="MilvusPassword"
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className="bg-zinc-900 text-white placeholder-white placeholder-opacity-60 text-sm rounded-lg focus:border-white block w-full p-2.5"
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placeholder="password"
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defaultValue={settings?.MilvusPassword ? "*".repeat(20) : ""}
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autoComplete="off"
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spellCheck={false}
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/>
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</div>
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</div>
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</div>
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);
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}
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BIN
frontend/src/media/vectordbs/milvus.png
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BIN
frontend/src/media/vectordbs/milvus.png
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Binary file not shown.
After Width: | Height: | Size: 4.2 KiB |
@ -8,6 +8,7 @@ import PineconeLogo from "@/media/vectordbs/pinecone.png";
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import LanceDbLogo from "@/media/vectordbs/lancedb.png";
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import LanceDbLogo from "@/media/vectordbs/lancedb.png";
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import WeaviateLogo from "@/media/vectordbs/weaviate.png";
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import WeaviateLogo from "@/media/vectordbs/weaviate.png";
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import QDrantLogo from "@/media/vectordbs/qdrant.png";
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import QDrantLogo from "@/media/vectordbs/qdrant.png";
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import MilvusLogo from "@/media/vectordbs/milvus.png";
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import PreLoader from "@/components/Preloader";
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import PreLoader from "@/components/Preloader";
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import ChangeWarningModal from "@/components/ChangeWarning";
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import ChangeWarningModal from "@/components/ChangeWarning";
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import { MagnifyingGlass } from "@phosphor-icons/react";
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import { MagnifyingGlass } from "@phosphor-icons/react";
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@ -17,6 +18,7 @@ import PineconeDBOptions from "@/components/VectorDBSelection/PineconeDBOptions"
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import QDrantDBOptions from "@/components/VectorDBSelection/QDrantDBOptions";
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import QDrantDBOptions from "@/components/VectorDBSelection/QDrantDBOptions";
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import WeaviateDBOptions from "@/components/VectorDBSelection/WeaviateDBOptions";
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import WeaviateDBOptions from "@/components/VectorDBSelection/WeaviateDBOptions";
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import VectorDBItem from "@/components/VectorDBSelection/VectorDBItem";
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import VectorDBItem from "@/components/VectorDBSelection/VectorDBItem";
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import MilvusDBOptions from "@/components/VectorDBSelection/MilvusDBOptions";
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export default function GeneralVectorDatabase() {
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export default function GeneralVectorDatabase() {
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const [saving, setSaving] = useState(false);
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const [saving, setSaving] = useState(false);
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@ -79,6 +81,13 @@ export default function GeneralVectorDatabase() {
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description:
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description:
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"Open source local and cloud hosted multi-modal vector database.",
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"Open source local and cloud hosted multi-modal vector database.",
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},
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},
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{
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name: "Milvus",
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value: "milvus",
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logo: MilvusLogo,
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options: <MilvusDBOptions settings={settings} />,
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description: "Open-source, highly scalable, and blazing fast.",
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},
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];
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];
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const updateVectorChoice = (selection) => {
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const updateVectorChoice = (selection) => {
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@ -14,6 +14,7 @@ import PineconeLogo from "@/media/vectordbs/pinecone.png";
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import LanceDbLogo from "@/media/vectordbs/lancedb.png";
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import LanceDbLogo from "@/media/vectordbs/lancedb.png";
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import WeaviateLogo from "@/media/vectordbs/weaviate.png";
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import WeaviateLogo from "@/media/vectordbs/weaviate.png";
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import QDrantLogo from "@/media/vectordbs/qdrant.png";
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import QDrantLogo from "@/media/vectordbs/qdrant.png";
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import MilvusLogo from "@/media/vectordbs/milvus.png";
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import React, { useState, useEffect } from "react";
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import React, { useState, useEffect } from "react";
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import paths from "@/utils/paths";
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import paths from "@/utils/paths";
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import { useNavigate } from "react-router-dom";
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import { useNavigate } from "react-router-dom";
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@ -123,6 +124,13 @@ const VECTOR_DB_PRIVACY = {
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],
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],
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logo: WeaviateLogo,
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logo: WeaviateLogo,
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},
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},
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milvus: {
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name: "Milvus",
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description: [
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"Your vectors and document text are stored on your Milvus instance (cloud or self-hosted)",
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],
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logo: MilvusLogo,
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},
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lancedb: {
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lancedb: {
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name: "LanceDB",
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name: "LanceDB",
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description: [
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description: [
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@ -5,6 +5,7 @@ import PineconeLogo from "@/media/vectordbs/pinecone.png";
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import LanceDbLogo from "@/media/vectordbs/lancedb.png";
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import LanceDbLogo from "@/media/vectordbs/lancedb.png";
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import WeaviateLogo from "@/media/vectordbs/weaviate.png";
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import WeaviateLogo from "@/media/vectordbs/weaviate.png";
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import QDrantLogo from "@/media/vectordbs/qdrant.png";
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import QDrantLogo from "@/media/vectordbs/qdrant.png";
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import MilvusLogo from "@/media/vectordbs/milvus.png";
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import System from "@/models/system";
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import System from "@/models/system";
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import paths from "@/utils/paths";
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import paths from "@/utils/paths";
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import PineconeDBOptions from "@/components/VectorDBSelection/PineconeDBOptions";
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import PineconeDBOptions from "@/components/VectorDBSelection/PineconeDBOptions";
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@ -12,6 +13,7 @@ import ChromaDBOptions from "@/components/VectorDBSelection/ChromaDBOptions";
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import QDrantDBOptions from "@/components/VectorDBSelection/QDrantDBOptions";
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import QDrantDBOptions from "@/components/VectorDBSelection/QDrantDBOptions";
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import WeaviateDBOptions from "@/components/VectorDBSelection/WeaviateDBOptions";
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import WeaviateDBOptions from "@/components/VectorDBSelection/WeaviateDBOptions";
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import LanceDBOptions from "@/components/VectorDBSelection/LanceDBOptions";
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import LanceDBOptions from "@/components/VectorDBSelection/LanceDBOptions";
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import MilvusOptions from "@/components/VectorDBSelection/MilvusDBOptions";
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import showToast from "@/utils/toast";
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import showToast from "@/utils/toast";
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import { useNavigate } from "react-router-dom";
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import { useNavigate } from "react-router-dom";
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import VectorDBItem from "@/components/VectorDBSelection/VectorDBItem";
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import VectorDBItem from "@/components/VectorDBSelection/VectorDBItem";
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@ -81,6 +83,13 @@ export default function VectorDatabaseConnection({
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description:
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description:
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"Open source local and cloud hosted multi-modal vector database.",
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"Open source local and cloud hosted multi-modal vector database.",
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},
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},
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{
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name: "Milvus",
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value: "milvus",
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logo: MilvusLogo,
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options: <MilvusOptions settings={settings} />,
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description: "Open-source, highly scalable, and blazing fast.",
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},
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];
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];
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function handleForward() {
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function handleForward() {
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@ -86,6 +86,11 @@ VECTOR_DB="lancedb"
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# QDRANT_ENDPOINT="http://localhost:6333"
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# QDRANT_ENDPOINT="http://localhost:6333"
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# QDRANT_API_KEY=
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# QDRANT_API_KEY=
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# Enable all below if you are using vector database: Milvus.
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# VECTOR_DB="milvus"
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# MILVUS_ADDRESS="http://localhost:19530"
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# MILVUS_USERNAME=
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# MILVUS_PASSWORD=
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# CLOUD DEPLOYMENT VARIRABLES ONLY
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# CLOUD DEPLOYMENT VARIRABLES ONLY
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# AUTH_TOKEN="hunter2" # This is the password to your application if remote hosting.
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# AUTH_TOKEN="hunter2" # This is the password to your application if remote hosting.
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@ -56,6 +56,13 @@ const SystemSettings = {
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QdrantApiKey: process.env.QDRANT_API_KEY,
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QdrantApiKey: process.env.QDRANT_API_KEY,
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}
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}
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: {}),
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: {}),
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...(vectorDB === "milvus"
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? {
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MilvusAddress: process.env.MILVUS_ADDRESS,
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MilvusUsername: process.env.MILVUS_USERNAME,
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MilvusPassword: !!process.env.MILVUS_PASSWORD,
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}
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: {}),
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LLMProvider: llmProvider,
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LLMProvider: llmProvider,
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...(llmProvider === "openai"
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...(llmProvider === "openai"
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? {
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? {
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"@prisma/client": "5.3.0",
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"@prisma/client": "5.3.0",
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"@qdrant/js-client-rest": "^1.4.0",
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"@qdrant/js-client-rest": "^1.4.0",
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"@xenova/transformers": "^2.10.0",
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"@xenova/transformers": "^2.10.0",
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"@zilliz/milvus2-sdk-node": "^2.3.5",
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"archiver": "^5.3.1",
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"archiver": "^5.3.1",
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"bcrypt": "^5.1.0",
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"bcrypt": "^5.1.0",
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"body-parser": "^1.20.2",
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"body-parser": "^1.20.2",
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@ -13,6 +13,7 @@ class AzureOpenAiEmbedder {
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new AzureKeyCredential(process.env.AZURE_OPENAI_KEY)
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new AzureKeyCredential(process.env.AZURE_OPENAI_KEY)
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);
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);
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this.openai = openai;
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this.openai = openai;
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this.dimensions = 1536;
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// Limit of how many strings we can process in a single pass to stay with resource or network limits
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// Limit of how many strings we can process in a single pass to stay with resource or network limits
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// https://learn.microsoft.com/en-us/azure/ai-services/openai/faq#i-am-trying-to-use-embeddings-and-received-the-error--invalidrequesterror--too-many-inputs--the-max-number-of-inputs-is-1---how-do-i-fix-this-:~:text=consisting%20of%20up%20to%2016%20inputs%20per%20API%20request
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// https://learn.microsoft.com/en-us/azure/ai-services/openai/faq#i-am-trying-to-use-embeddings-and-received-the-error--invalidrequesterror--too-many-inputs--the-max-number-of-inputs-is-1---how-do-i-fix-this-:~:text=consisting%20of%20up%20to%2016%20inputs%20per%20API%20request
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: {}),
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: {}),
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});
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});
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this.openai = new OpenAIApi(config);
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this.openai = new OpenAIApi(config);
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// We don't know this for user's set model so for vectorDB integrations that requires dimensionality
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// in schema, we will throw an error.
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// Applies to QDrant and Milvus.
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this.dimensions = null;
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// Limit of how many strings we can process in a single pass to stay with resource or network limits
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// Limit of how many strings we can process in a single pass to stay with resource or network limits
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this.maxConcurrentChunks = 50;
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this.maxConcurrentChunks = 50;
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: path.resolve(__dirname, `../../../storage/models`)
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: path.resolve(__dirname, `../../../storage/models`)
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);
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);
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this.modelPath = path.resolve(this.cacheDir, "Xenova", "all-MiniLM-L6-v2");
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this.modelPath = path.resolve(this.cacheDir, "Xenova", "all-MiniLM-L6-v2");
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this.dimensions = 384;
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// Limit of how many strings we can process in a single pass to stay with resource or network limits
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// Limit of how many strings we can process in a single pass to stay with resource or network limits
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this.maxConcurrentChunks = 50;
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this.maxConcurrentChunks = 50;
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});
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});
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const openai = new OpenAIApi(config);
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const openai = new OpenAIApi(config);
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this.openai = openai;
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this.openai = openai;
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this.dimensions = 1536;
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// Limit of how many strings we can process in a single pass to stay with resource or network limits
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// Limit of how many strings we can process in a single pass to stay with resource or network limits
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this.maxConcurrentChunks = 500;
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this.maxConcurrentChunks = 500;
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@ -16,6 +16,9 @@ function getVectorDbClass() {
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case "qdrant":
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case "qdrant":
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const { QDrant } = require("../vectorDbProviders/qdrant");
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const { QDrant } = require("../vectorDbProviders/qdrant");
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return QDrant;
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return QDrant;
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case "milvus":
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const { Milvus } = require("../vectorDbProviders/milvus");
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return Milvus;
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default:
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default:
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throw new Error("ENV: No VECTOR_DB value found in environment!");
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throw new Error("ENV: No VECTOR_DB value found in environment!");
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}
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}
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@ -170,6 +170,20 @@ const KEY_MAPPING = {
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checks: [],
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checks: [],
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},
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},
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// Milvus Options
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MilvusAddress: {
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envKey: "MILVUS_ADDRESS",
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checks: [isValidURL, validDockerizedUrl],
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},
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MilvusUsername: {
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envKey: "MILVUS_USERNAME",
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checks: [isNotEmpty],
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},
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MilvusPassword: {
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envKey: "MILVUS_PASSWORD",
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checks: [isNotEmpty],
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},
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// Together Ai Options
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// Together Ai Options
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TogetherAiApiKey: {
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TogetherAiApiKey: {
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envKey: "TOGETHER_AI_API_KEY",
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envKey: "TOGETHER_AI_API_KEY",
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@ -279,7 +293,14 @@ function supportedEmbeddingModel(input = "") {
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}
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}
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function supportedVectorDB(input = "") {
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function supportedVectorDB(input = "") {
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const supported = ["chroma", "pinecone", "lancedb", "weaviate", "qdrant"];
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const supported = [
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"chroma",
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"pinecone",
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"lancedb",
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"weaviate",
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"qdrant",
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"milvus",
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];
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return supported.includes(input)
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return supported.includes(input)
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? null
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? null
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: `Invalid VectorDB type. Must be one of ${supported.join(", ")}.`;
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: `Invalid VectorDB type. Must be one of ${supported.join(", ")}.`;
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40
server/utils/vectorDbProviders/milvus/MILVUS_SETUP.md
Normal file
40
server/utils/vectorDbProviders/milvus/MILVUS_SETUP.md
Normal file
@ -0,0 +1,40 @@
|
|||||||
|
# How to setup a local (or remote) Milvus Vector Database
|
||||||
|
|
||||||
|
[Official Milvus Docs](https://milvus.io/docs/example_code.md) for reference.
|
||||||
|
|
||||||
|
### How to get started
|
||||||
|
|
||||||
|
**Requirements**
|
||||||
|
|
||||||
|
Choose one of the following
|
||||||
|
|
||||||
|
- Cloud
|
||||||
|
|
||||||
|
- [Cloud account](https://cloud.zilliz.com/)
|
||||||
|
|
||||||
|
- Local
|
||||||
|
- Docker
|
||||||
|
- `git` available in your CLI/terminal
|
||||||
|
|
||||||
|
**Instructions**
|
||||||
|
|
||||||
|
- Cloud
|
||||||
|
|
||||||
|
- Create a Cluster on your cloud account
|
||||||
|
- Get connect Public Endpoint and Token
|
||||||
|
- Set .env.development variable in server
|
||||||
|
|
||||||
|
- Local
|
||||||
|
- Download yaml file `wget https://github.com/milvus-io/milvus/releases/download/v2.3.4/milvus-standalone-docker-compose.yml -O docker-compose.yml`
|
||||||
|
- Start Milvus `sudo docker compose up -d`
|
||||||
|
- Check the containers are up and running `sudo docker compose ps`
|
||||||
|
- Get port number and set .env.development variable in server
|
||||||
|
|
||||||
|
eg: `server/.env.development`
|
||||||
|
|
||||||
|
```
|
||||||
|
VECTOR_DB="milvus"
|
||||||
|
MILVUS_ADDRESS="http://localhost:19530"
|
||||||
|
MILVUS_USERNAME=minioadmin # Whatever your username and password are
|
||||||
|
MILVUS_PASSWORD=minioadmin
|
||||||
|
```
|
360
server/utils/vectorDbProviders/milvus/index.js
Normal file
360
server/utils/vectorDbProviders/milvus/index.js
Normal file
@ -0,0 +1,360 @@
|
|||||||
|
const {
|
||||||
|
DataType,
|
||||||
|
MetricType,
|
||||||
|
IndexType,
|
||||||
|
MilvusClient,
|
||||||
|
} = require("@zilliz/milvus2-sdk-node");
|
||||||
|
const { RecursiveCharacterTextSplitter } = require("langchain/text_splitter");
|
||||||
|
const { v4: uuidv4 } = require("uuid");
|
||||||
|
const { storeVectorResult, cachedVectorInformation } = require("../../files");
|
||||||
|
const {
|
||||||
|
toChunks,
|
||||||
|
getLLMProvider,
|
||||||
|
getEmbeddingEngineSelection,
|
||||||
|
} = require("../../helpers");
|
||||||
|
|
||||||
|
const Milvus = {
|
||||||
|
name: "Milvus",
|
||||||
|
connect: async function () {
|
||||||
|
if (process.env.VECTOR_DB !== "milvus")
|
||||||
|
throw new Error("Milvus::Invalid ENV settings");
|
||||||
|
|
||||||
|
const client = new MilvusClient({
|
||||||
|
address: process.env.MILVUS_ADDRESS,
|
||||||
|
username: process.env.MILVUS_USERNAME,
|
||||||
|
password: process.env.MILVUS_PASSWORD,
|
||||||
|
});
|
||||||
|
|
||||||
|
const { isHealthy } = await client.checkHealth();
|
||||||
|
if (!isHealthy)
|
||||||
|
throw new Error(
|
||||||
|
"MilvusDB::Invalid Heartbeat received - is the instance online?"
|
||||||
|
);
|
||||||
|
|
||||||
|
return { client };
|
||||||
|
},
|
||||||
|
heartbeat: async function () {
|
||||||
|
await this.connect();
|
||||||
|
return { heartbeat: Number(new Date()) };
|
||||||
|
},
|
||||||
|
totalVectors: async function () {
|
||||||
|
const { client } = await this.connect();
|
||||||
|
const { collection_names } = await client.listCollections();
|
||||||
|
const total = collection_names.reduce(async (acc, collection_name) => {
|
||||||
|
const statistics = await client.getCollectionStatistics({
|
||||||
|
collection_name,
|
||||||
|
});
|
||||||
|
return Number(acc) + Number(statistics?.data?.row_count ?? 0);
|
||||||
|
}, 0);
|
||||||
|
return total;
|
||||||
|
},
|
||||||
|
namespaceCount: async function (_namespace = null) {
|
||||||
|
const { client } = await this.connect();
|
||||||
|
const statistics = await client.getCollectionStatistics({
|
||||||
|
collection_name: _namespace,
|
||||||
|
});
|
||||||
|
return Number(statistics?.data?.row_count ?? 0);
|
||||||
|
},
|
||||||
|
namespace: async function (client, namespace = null) {
|
||||||
|
if (!namespace) throw new Error("No namespace value provided.");
|
||||||
|
const collection = await client
|
||||||
|
.getCollectionStatistics({ collection_name: namespace })
|
||||||
|
.catch(() => null);
|
||||||
|
return collection;
|
||||||
|
},
|
||||||
|
hasNamespace: async function (namespace = null) {
|
||||||
|
if (!namespace) return false;
|
||||||
|
const { client } = await this.connect();
|
||||||
|
return await this.namespaceExists(client, namespace);
|
||||||
|
},
|
||||||
|
namespaceExists: async function (client, namespace = null) {
|
||||||
|
if (!namespace) throw new Error("No namespace value provided.");
|
||||||
|
const { value } = await client
|
||||||
|
.hasCollection({ collection_name: namespace })
|
||||||
|
.catch((e) => {
|
||||||
|
console.error("MilvusDB::namespaceExists", e.message);
|
||||||
|
return { value: false };
|
||||||
|
});
|
||||||
|
return value;
|
||||||
|
},
|
||||||
|
deleteVectorsInNamespace: async function (client, namespace = null) {
|
||||||
|
await client.dropCollection({ collection_name: namespace });
|
||||||
|
return true;
|
||||||
|
},
|
||||||
|
getOrCreateCollection: async function (client, namespace) {
|
||||||
|
const isExists = await this.namespaceExists(client, namespace);
|
||||||
|
if (!isExists) {
|
||||||
|
const embedder = getEmbeddingEngineSelection();
|
||||||
|
if (!embedder.dimensions)
|
||||||
|
throw new Error(
|
||||||
|
`Your embedder selection has unknown dimensions output. It should be defined when using ${this.name}. Open an issue on Github for support.`
|
||||||
|
);
|
||||||
|
|
||||||
|
await client.createCollection({
|
||||||
|
collection_name: namespace,
|
||||||
|
fields: [
|
||||||
|
{
|
||||||
|
name: "id",
|
||||||
|
description: "id",
|
||||||
|
data_type: DataType.VarChar,
|
||||||
|
max_length: 255,
|
||||||
|
is_primary_key: true,
|
||||||
|
},
|
||||||
|
{
|
||||||
|
name: "vector",
|
||||||
|
description: "vector",
|
||||||
|
data_type: DataType.FloatVector,
|
||||||
|
dim: embedder.dimensions,
|
||||||
|
},
|
||||||
|
{
|
||||||
|
name: "metadata",
|
||||||
|
decription: "metadata",
|
||||||
|
data_type: DataType.JSON,
|
||||||
|
},
|
||||||
|
],
|
||||||
|
});
|
||||||
|
await client.createIndex({
|
||||||
|
collection_name: namespace,
|
||||||
|
field_name: "vector",
|
||||||
|
index_type: IndexType.AUTOINDEX,
|
||||||
|
metric_type: MetricType.COSINE,
|
||||||
|
});
|
||||||
|
await client.loadCollectionSync({
|
||||||
|
collection_name: namespace,
|
||||||
|
});
|
||||||
|
}
|
||||||
|
},
|
||||||
|
addDocumentToNamespace: async function (
|
||||||
|
namespace,
|
||||||
|
documentData = {},
|
||||||
|
fullFilePath = null
|
||||||
|
) {
|
||||||
|
const { DocumentVectors } = require("../../../models/vectors");
|
||||||
|
try {
|
||||||
|
const { pageContent, docId, ...metadata } = documentData;
|
||||||
|
if (!pageContent || pageContent.length == 0) return false;
|
||||||
|
|
||||||
|
console.log("Adding new vectorized document into namespace", namespace);
|
||||||
|
const cacheResult = await cachedVectorInformation(fullFilePath);
|
||||||
|
if (cacheResult.exists) {
|
||||||
|
const { client } = await this.connect();
|
||||||
|
await this.getOrCreateCollection(client, namespace);
|
||||||
|
|
||||||
|
const { chunks } = cacheResult;
|
||||||
|
const documentVectors = [];
|
||||||
|
|
||||||
|
for (const chunk of chunks) {
|
||||||
|
// Before sending to Pinecone and saving the records to our db
|
||||||
|
// we need to assign the id of each chunk that is stored in the cached file.
|
||||||
|
const newChunks = chunk.map((chunk) => {
|
||||||
|
const id = uuidv4();
|
||||||
|
documentVectors.push({ docId, vectorId: id });
|
||||||
|
return { id, vector: chunk.values, metadata: chunk.metadata };
|
||||||
|
});
|
||||||
|
const insertResult = await client.insert({
|
||||||
|
collection_name: namespace,
|
||||||
|
data: newChunks,
|
||||||
|
});
|
||||||
|
|
||||||
|
if (insertResult?.status.error_code !== "Success") {
|
||||||
|
throw new Error(
|
||||||
|
`Error embedding into Milvus! Reason:${insertResult?.status.reason}`
|
||||||
|
);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
await DocumentVectors.bulkInsert(documentVectors);
|
||||||
|
await client.flushSync({ collection_names: [namespace] });
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
|
||||||
|
const textSplitter = new RecursiveCharacterTextSplitter({
|
||||||
|
chunkSize:
|
||||||
|
getEmbeddingEngineSelection()?.embeddingMaxChunkLength || 1_000,
|
||||||
|
chunkOverlap: 20,
|
||||||
|
});
|
||||||
|
const textChunks = await textSplitter.splitText(pageContent);
|
||||||
|
|
||||||
|
console.log("Chunks created from document:", textChunks.length);
|
||||||
|
const LLMConnector = getLLMProvider();
|
||||||
|
const documentVectors = [];
|
||||||
|
const vectors = [];
|
||||||
|
const vectorValues = await LLMConnector.embedChunks(textChunks);
|
||||||
|
|
||||||
|
if (!!vectorValues && vectorValues.length > 0) {
|
||||||
|
for (const [i, vector] of vectorValues.entries()) {
|
||||||
|
const vectorRecord = {
|
||||||
|
id: uuidv4(),
|
||||||
|
values: vector,
|
||||||
|
// [DO NOT REMOVE]
|
||||||
|
// LangChain will be unable to find your text if you embed manually and dont include the `text` key.
|
||||||
|
metadata: { ...metadata, text: textChunks[i] },
|
||||||
|
};
|
||||||
|
|
||||||
|
vectors.push(vectorRecord);
|
||||||
|
documentVectors.push({ docId, vectorId: vectorRecord.id });
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
throw new Error(
|
||||||
|
"Could not embed document chunks! This document will not be recorded."
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
if (vectors.length > 0) {
|
||||||
|
const chunks = [];
|
||||||
|
const { client } = await this.connect();
|
||||||
|
await this.getOrCreateCollection(client, namespace);
|
||||||
|
|
||||||
|
console.log("Inserting vectorized chunks into Milvus.");
|
||||||
|
for (const chunk of toChunks(vectors, 100)) {
|
||||||
|
chunks.push(chunk);
|
||||||
|
const insertResult = await client.insert({
|
||||||
|
collection_name: namespace,
|
||||||
|
data: chunk.map((item) => ({
|
||||||
|
id: item.id,
|
||||||
|
vector: item.values,
|
||||||
|
metadata: chunk.metadata,
|
||||||
|
})),
|
||||||
|
});
|
||||||
|
|
||||||
|
if (insertResult?.status.error_code !== "Success") {
|
||||||
|
throw new Error(
|
||||||
|
`Error embedding into Milvus! Reason:${insertResult?.status.reason}`
|
||||||
|
);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
await storeVectorResult(chunks, fullFilePath);
|
||||||
|
await client.flushSync({ collection_names: [namespace] });
|
||||||
|
}
|
||||||
|
|
||||||
|
await DocumentVectors.bulkInsert(documentVectors);
|
||||||
|
return true;
|
||||||
|
} catch (e) {
|
||||||
|
console.error(e);
|
||||||
|
console.error("addDocumentToNamespace", e.message);
|
||||||
|
return false;
|
||||||
|
}
|
||||||
|
},
|
||||||
|
deleteDocumentFromNamespace: async function (namespace, docId) {
|
||||||
|
const { DocumentVectors } = require("../../../models/vectors");
|
||||||
|
const { client } = await this.connect();
|
||||||
|
if (!(await this.namespaceExists(client, namespace))) return;
|
||||||
|
const knownDocuments = await DocumentVectors.where({ docId });
|
||||||
|
if (knownDocuments.length === 0) return;
|
||||||
|
|
||||||
|
const vectorIds = knownDocuments.map((doc) => doc.vectorId);
|
||||||
|
const queryIn = vectorIds.map((v) => `'${v}'`).join(",");
|
||||||
|
await client.deleteEntities({
|
||||||
|
collection_name: namespace,
|
||||||
|
expr: `id in [${queryIn}]`,
|
||||||
|
});
|
||||||
|
|
||||||
|
const indexes = knownDocuments.map((doc) => doc.id);
|
||||||
|
await DocumentVectors.deleteIds(indexes);
|
||||||
|
|
||||||
|
// Even after flushing Milvus can take some time to re-calc the count
|
||||||
|
// so all we can hope to do is flushSync so that the count can be correct
|
||||||
|
// on a later call.
|
||||||
|
await client.flushSync({ collection_names: [namespace] });
|
||||||
|
return true;
|
||||||
|
},
|
||||||
|
performSimilaritySearch: async function ({
|
||||||
|
namespace = null,
|
||||||
|
input = "",
|
||||||
|
LLMConnector = null,
|
||||||
|
similarityThreshold = 0.25,
|
||||||
|
}) {
|
||||||
|
if (!namespace || !input || !LLMConnector)
|
||||||
|
throw new Error("Invalid request to performSimilaritySearch.");
|
||||||
|
|
||||||
|
const { client } = await this.connect();
|
||||||
|
if (!(await this.namespaceExists(client, namespace))) {
|
||||||
|
return {
|
||||||
|
contextTexts: [],
|
||||||
|
sources: [],
|
||||||
|
message: "Invalid query - no documents found for workspace!",
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
const queryVector = await LLMConnector.embedTextInput(input);
|
||||||
|
const { contextTexts, sourceDocuments } = await this.similarityResponse(
|
||||||
|
client,
|
||||||
|
namespace,
|
||||||
|
queryVector,
|
||||||
|
similarityThreshold
|
||||||
|
);
|
||||||
|
|
||||||
|
const sources = sourceDocuments.map((metadata, i) => {
|
||||||
|
return { ...metadata, text: contextTexts[i] };
|
||||||
|
});
|
||||||
|
return {
|
||||||
|
contextTexts,
|
||||||
|
sources: this.curateSources(sources),
|
||||||
|
message: false,
|
||||||
|
};
|
||||||
|
},
|
||||||
|
similarityResponse: async function (
|
||||||
|
client,
|
||||||
|
namespace,
|
||||||
|
queryVector,
|
||||||
|
similarityThreshold = 0.25
|
||||||
|
) {
|
||||||
|
const result = {
|
||||||
|
contextTexts: [],
|
||||||
|
sourceDocuments: [],
|
||||||
|
scores: [],
|
||||||
|
};
|
||||||
|
const response = await client.search({
|
||||||
|
collection_name: namespace,
|
||||||
|
vectors: queryVector,
|
||||||
|
});
|
||||||
|
response.results.forEach((match) => {
|
||||||
|
if (match.score < similarityThreshold) return;
|
||||||
|
result.contextTexts.push(match.metadata.text);
|
||||||
|
result.sourceDocuments.push(match);
|
||||||
|
result.scores.push(match.score);
|
||||||
|
});
|
||||||
|
return result;
|
||||||
|
},
|
||||||
|
"namespace-stats": async function (reqBody = {}) {
|
||||||
|
const { namespace = null } = reqBody;
|
||||||
|
if (!namespace) throw new Error("namespace required");
|
||||||
|
const { client } = await this.connect();
|
||||||
|
if (!(await this.namespaceExists(client, namespace)))
|
||||||
|
throw new Error("Namespace by that name does not exist.");
|
||||||
|
const stats = await this.namespace(client, namespace);
|
||||||
|
return stats
|
||||||
|
? stats
|
||||||
|
: { message: "No stats were able to be fetched from DB for namespace" };
|
||||||
|
},
|
||||||
|
"delete-namespace": async function (reqBody = {}) {
|
||||||
|
const { namespace = null } = reqBody;
|
||||||
|
const { client } = await this.connect();
|
||||||
|
if (!(await this.namespaceExists(client, namespace)))
|
||||||
|
throw new Error("Namespace by that name does not exist.");
|
||||||
|
|
||||||
|
const statistics = await this.namespace(client, namespace);
|
||||||
|
await this.deleteVectorsInNamespace(client, namespace);
|
||||||
|
const vectorCount = Number(statistics?.data?.row_count ?? 0);
|
||||||
|
return {
|
||||||
|
message: `Namespace ${namespace} was deleted along with ${vectorCount} vectors.`,
|
||||||
|
};
|
||||||
|
},
|
||||||
|
curateSources: function (sources = []) {
|
||||||
|
const documents = [];
|
||||||
|
for (const source of sources) {
|
||||||
|
const { metadata = {} } = source;
|
||||||
|
if (Object.keys(metadata).length > 0) {
|
||||||
|
documents.push({
|
||||||
|
...metadata,
|
||||||
|
...(source.hasOwnProperty("pageContent")
|
||||||
|
? { text: source.pageContent }
|
||||||
|
: {}),
|
||||||
|
});
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
return documents;
|
||||||
|
},
|
||||||
|
};
|
||||||
|
|
||||||
|
module.exports.Milvus = Milvus;
|
@ -112,9 +112,15 @@ const QDrant = {
|
|||||||
if (await this.namespaceExists(client, namespace)) {
|
if (await this.namespaceExists(client, namespace)) {
|
||||||
return await client.getCollection(namespace);
|
return await client.getCollection(namespace);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
const embedder = getEmbeddingEngineSelection();
|
||||||
|
if (!embedder.dimensions)
|
||||||
|
throw new Error(
|
||||||
|
`Your embedder selection has unknown dimensions output. It should be defined when using ${this.name}. Open an issue on Github for support.`
|
||||||
|
);
|
||||||
await client.createCollection(namespace, {
|
await client.createCollection(namespace, {
|
||||||
vectors: {
|
vectors: {
|
||||||
size: 1536, //TODO: Fixed to OpenAI models - when other embeddings exist make variable.
|
size: embedder.dimensions,
|
||||||
distance: "Cosine",
|
distance: "Cosine",
|
||||||
},
|
},
|
||||||
});
|
});
|
||||||
|
223
server/yarn.lock
223
server/yarn.lock
@ -160,6 +160,20 @@
|
|||||||
"@azure/logger" "^1.0.3"
|
"@azure/logger" "^1.0.3"
|
||||||
tslib "^2.4.0"
|
tslib "^2.4.0"
|
||||||
|
|
||||||
|
"@colors/colors@1.6.0", "@colors/colors@^1.6.0":
|
||||||
|
version "1.6.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/@colors/colors/-/colors-1.6.0.tgz#ec6cd237440700bc23ca23087f513c75508958b0"
|
||||||
|
integrity sha512-Ir+AOibqzrIsL6ajt3Rz3LskB7OiMVHqltZmspbW/TJuTVuyOMirVqAkjfY6JISiLHgyNqicAC8AyHHGzNd/dA==
|
||||||
|
|
||||||
|
"@dabh/diagnostics@^2.0.2":
|
||||||
|
version "2.0.3"
|
||||||
|
resolved "https://registry.yarnpkg.com/@dabh/diagnostics/-/diagnostics-2.0.3.tgz#7f7e97ee9a725dffc7808d93668cc984e1dc477a"
|
||||||
|
integrity sha512-hrlQOIi7hAfzsMqlGSFyVucrx38O+j6wiGOf//H2ecvIEqYN4ADBSS2iLMh5UFyDunCNniUIPk/q3riFv45xRA==
|
||||||
|
dependencies:
|
||||||
|
colorspace "1.1.x"
|
||||||
|
enabled "2.0.x"
|
||||||
|
kuler "^2.0.0"
|
||||||
|
|
||||||
"@eslint-community/eslint-utils@^4.2.0":
|
"@eslint-community/eslint-utils@^4.2.0":
|
||||||
version "4.4.0"
|
version "4.4.0"
|
||||||
resolved "https://registry.yarnpkg.com/@eslint-community/eslint-utils/-/eslint-utils-4.4.0.tgz#a23514e8fb9af1269d5f7788aa556798d61c6b59"
|
resolved "https://registry.yarnpkg.com/@eslint-community/eslint-utils/-/eslint-utils-4.4.0.tgz#a23514e8fb9af1269d5f7788aa556798d61c6b59"
|
||||||
@ -214,6 +228,35 @@
|
|||||||
resolved "https://registry.yarnpkg.com/@graphql-typed-document-node/core/-/core-3.2.0.tgz#5f3d96ec6b2354ad6d8a28bf216a1d97b5426861"
|
resolved "https://registry.yarnpkg.com/@graphql-typed-document-node/core/-/core-3.2.0.tgz#5f3d96ec6b2354ad6d8a28bf216a1d97b5426861"
|
||||||
integrity sha512-mB9oAsNCm9aM3/SOv4YtBMqZbYj10R7dkq8byBqxGY/ncFwhf2oQzMV+LCRlWoDSEBJ3COiR1yeDvMtsoOsuFQ==
|
integrity sha512-mB9oAsNCm9aM3/SOv4YtBMqZbYj10R7dkq8byBqxGY/ncFwhf2oQzMV+LCRlWoDSEBJ3COiR1yeDvMtsoOsuFQ==
|
||||||
|
|
||||||
|
"@grpc/grpc-js@1.8.17":
|
||||||
|
version "1.8.17"
|
||||||
|
resolved "https://registry.yarnpkg.com/@grpc/grpc-js/-/grpc-js-1.8.17.tgz#a3a2f826fc033eae7d2f5ee41e0ab39cee948838"
|
||||||
|
integrity sha512-DGuSbtMFbaRsyffMf+VEkVu8HkSXEUfO3UyGJNtqxW9ABdtTIA+2UXAJpwbJS+xfQxuwqLUeELmL6FuZkOqPxw==
|
||||||
|
dependencies:
|
||||||
|
"@grpc/proto-loader" "^0.7.0"
|
||||||
|
"@types/node" ">=12.12.47"
|
||||||
|
|
||||||
|
"@grpc/proto-loader@0.7.7":
|
||||||
|
version "0.7.7"
|
||||||
|
resolved "https://registry.yarnpkg.com/@grpc/proto-loader/-/proto-loader-0.7.7.tgz#d33677a77eea8407f7c66e2abd97589b60eb4b21"
|
||||||
|
integrity sha512-1TIeXOi8TuSCQprPItwoMymZXxWT0CPxUhkrkeCUH+D8U7QDwQ6b7SUz2MaLuWM2llT+J/TVFLmQI5KtML3BhQ==
|
||||||
|
dependencies:
|
||||||
|
"@types/long" "^4.0.1"
|
||||||
|
lodash.camelcase "^4.3.0"
|
||||||
|
long "^4.0.0"
|
||||||
|
protobufjs "^7.0.0"
|
||||||
|
yargs "^17.7.2"
|
||||||
|
|
||||||
|
"@grpc/proto-loader@^0.7.0":
|
||||||
|
version "0.7.10"
|
||||||
|
resolved "https://registry.yarnpkg.com/@grpc/proto-loader/-/proto-loader-0.7.10.tgz#6bf26742b1b54d0a473067743da5d3189d06d720"
|
||||||
|
integrity sha512-CAqDfoaQ8ykFd9zqBDn4k6iWT9loLAlc2ETmDFS9JCD70gDcnA4L3AFEo2iV7KyAtAAHFW9ftq1Fz+Vsgq80RQ==
|
||||||
|
dependencies:
|
||||||
|
lodash.camelcase "^4.3.0"
|
||||||
|
long "^5.0.0"
|
||||||
|
protobufjs "^7.2.4"
|
||||||
|
yargs "^17.7.2"
|
||||||
|
|
||||||
"@hapi/hoek@^9.0.0":
|
"@hapi/hoek@^9.0.0":
|
||||||
version "9.3.0"
|
version "9.3.0"
|
||||||
resolved "https://registry.yarnpkg.com/@hapi/hoek/-/hoek-9.3.0.tgz#8368869dcb735be2e7f5cb7647de78e167a251fb"
|
resolved "https://registry.yarnpkg.com/@hapi/hoek/-/hoek-9.3.0.tgz#8368869dcb735be2e7f5cb7647de78e167a251fb"
|
||||||
@ -755,6 +798,13 @@
|
|||||||
resolved "https://registry.yarnpkg.com/@types/node/-/node-18.14.5.tgz#4a13a6445862159303fc38586598a9396fc408b3"
|
resolved "https://registry.yarnpkg.com/@types/node/-/node-18.14.5.tgz#4a13a6445862159303fc38586598a9396fc408b3"
|
||||||
integrity sha512-CRT4tMK/DHYhw1fcCEBwME9CSaZNclxfzVMe7GsO6ULSwsttbj70wSiX6rZdIjGblu93sTJxLdhNIT85KKI7Qw==
|
integrity sha512-CRT4tMK/DHYhw1fcCEBwME9CSaZNclxfzVMe7GsO6ULSwsttbj70wSiX6rZdIjGblu93sTJxLdhNIT85KKI7Qw==
|
||||||
|
|
||||||
|
"@types/node@>=12.12.47":
|
||||||
|
version "20.10.8"
|
||||||
|
resolved "https://registry.yarnpkg.com/@types/node/-/node-20.10.8.tgz#f1e223cbde9e25696661d167a5b93a9b2a5d57c7"
|
||||||
|
integrity sha512-f8nQs3cLxbAFc00vEU59yf9UyGUftkPaLGfvbVOIDdx2i1b8epBqj2aNGyP19fiyXWvlmZ7qC1XLjAzw/OKIeA==
|
||||||
|
dependencies:
|
||||||
|
undici-types "~5.26.4"
|
||||||
|
|
||||||
"@types/node@>=13.7.0":
|
"@types/node@>=13.7.0":
|
||||||
version "20.10.3"
|
version "20.10.3"
|
||||||
resolved "https://registry.yarnpkg.com/@types/node/-/node-20.10.3.tgz#4900adcc7fc189d5af5bb41da8f543cea6962030"
|
resolved "https://registry.yarnpkg.com/@types/node/-/node-20.10.3.tgz#4900adcc7fc189d5af5bb41da8f543cea6962030"
|
||||||
@ -779,6 +829,11 @@
|
|||||||
resolved "https://registry.yarnpkg.com/@types/retry/-/retry-0.12.0.tgz#2b35eccfcee7d38cd72ad99232fbd58bffb3c84d"
|
resolved "https://registry.yarnpkg.com/@types/retry/-/retry-0.12.0.tgz#2b35eccfcee7d38cd72ad99232fbd58bffb3c84d"
|
||||||
integrity sha512-wWKOClTTiizcZhXnPY4wikVAwmdYHp8q6DmC+EJUzAMsycb7HB32Kh9RN4+0gExjmPmZSAQjgURXIGATPegAvA==
|
integrity sha512-wWKOClTTiizcZhXnPY4wikVAwmdYHp8q6DmC+EJUzAMsycb7HB32Kh9RN4+0gExjmPmZSAQjgURXIGATPegAvA==
|
||||||
|
|
||||||
|
"@types/triple-beam@^1.3.2":
|
||||||
|
version "1.3.5"
|
||||||
|
resolved "https://registry.yarnpkg.com/@types/triple-beam/-/triple-beam-1.3.5.tgz#74fef9ffbaa198eb8b588be029f38b00299caa2c"
|
||||||
|
integrity sha512-6WaYesThRMCl19iryMYP7/x2OVgCtbIVflDGFpWnb9irXI3UjYE4AzmYuiUKY1AJstGijoY+MgUszMgRxIYTYw==
|
||||||
|
|
||||||
"@types/uuid@^9.0.1":
|
"@types/uuid@^9.0.1":
|
||||||
version "9.0.7"
|
version "9.0.7"
|
||||||
resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-9.0.7.tgz#b14cebc75455eeeb160d5fe23c2fcc0c64f724d8"
|
resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-9.0.7.tgz#b14cebc75455eeeb160d5fe23c2fcc0c64f724d8"
|
||||||
@ -806,6 +861,18 @@
|
|||||||
optionalDependencies:
|
optionalDependencies:
|
||||||
onnxruntime-node "1.14.0"
|
onnxruntime-node "1.14.0"
|
||||||
|
|
||||||
|
"@zilliz/milvus2-sdk-node@^2.3.5":
|
||||||
|
version "2.3.5"
|
||||||
|
resolved "https://registry.yarnpkg.com/@zilliz/milvus2-sdk-node/-/milvus2-sdk-node-2.3.5.tgz#6540bc03ebb99ab35f63e4eca7a1fd3ede2cf38c"
|
||||||
|
integrity sha512-bWbQnhvu+7jZXoqI+qySycwph3vloy0LDV54TBY4wRmu6HhMlqIqyIiI8sQNeSJFs8M1jHg1PlmhE/dvckA1bA==
|
||||||
|
dependencies:
|
||||||
|
"@grpc/grpc-js" "1.8.17"
|
||||||
|
"@grpc/proto-loader" "0.7.7"
|
||||||
|
dayjs "^1.11.7"
|
||||||
|
lru-cache "^9.1.2"
|
||||||
|
protobufjs "7.2.4"
|
||||||
|
winston "^3.9.0"
|
||||||
|
|
||||||
abbrev@1:
|
abbrev@1:
|
||||||
version "1.1.1"
|
version "1.1.1"
|
||||||
resolved "https://registry.yarnpkg.com/abbrev/-/abbrev-1.1.1.tgz#f8f2c887ad10bf67f634f005b6987fed3179aac8"
|
resolved "https://registry.yarnpkg.com/abbrev/-/abbrev-1.1.1.tgz#f8f2c887ad10bf67f634f005b6987fed3179aac8"
|
||||||
@ -1487,7 +1554,7 @@ cmake-js@^7.2.1:
|
|||||||
which "^2.0.2"
|
which "^2.0.2"
|
||||||
yargs "^17.6.0"
|
yargs "^17.6.0"
|
||||||
|
|
||||||
color-convert@^1.9.0:
|
color-convert@^1.9.0, color-convert@^1.9.3:
|
||||||
version "1.9.3"
|
version "1.9.3"
|
||||||
resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-1.9.3.tgz#bb71850690e1f136567de629d2d5471deda4c1e8"
|
resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-1.9.3.tgz#bb71850690e1f136567de629d2d5471deda4c1e8"
|
||||||
integrity sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==
|
integrity sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==
|
||||||
@ -1511,7 +1578,7 @@ color-name@^1.0.0, color-name@~1.1.4:
|
|||||||
resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
|
resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
|
||||||
integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
|
integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
|
||||||
|
|
||||||
color-string@^1.9.0:
|
color-string@^1.6.0, color-string@^1.9.0:
|
||||||
version "1.9.1"
|
version "1.9.1"
|
||||||
resolved "https://registry.yarnpkg.com/color-string/-/color-string-1.9.1.tgz#4467f9146f036f855b764dfb5bf8582bf342c7a4"
|
resolved "https://registry.yarnpkg.com/color-string/-/color-string-1.9.1.tgz#4467f9146f036f855b764dfb5bf8582bf342c7a4"
|
||||||
integrity sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==
|
integrity sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==
|
||||||
@ -1524,6 +1591,14 @@ color-support@^1.1.2, color-support@^1.1.3:
|
|||||||
resolved "https://registry.yarnpkg.com/color-support/-/color-support-1.1.3.tgz#93834379a1cc9a0c61f82f52f0d04322251bd5a2"
|
resolved "https://registry.yarnpkg.com/color-support/-/color-support-1.1.3.tgz#93834379a1cc9a0c61f82f52f0d04322251bd5a2"
|
||||||
integrity sha512-qiBjkpbMLO/HL68y+lh4q0/O1MZFj2RX6X/KmMa3+gJD3z+WwI1ZzDHysvqHGS3mP6mznPckpXmw1nI9cJjyRg==
|
integrity sha512-qiBjkpbMLO/HL68y+lh4q0/O1MZFj2RX6X/KmMa3+gJD3z+WwI1ZzDHysvqHGS3mP6mznPckpXmw1nI9cJjyRg==
|
||||||
|
|
||||||
|
color@^3.1.3:
|
||||||
|
version "3.2.1"
|
||||||
|
resolved "https://registry.yarnpkg.com/color/-/color-3.2.1.tgz#3544dc198caf4490c3ecc9a790b54fe9ff45e164"
|
||||||
|
integrity sha512-aBl7dZI9ENN6fUGC7mWpMTPNHmWUSNan9tuWN6ahh5ZLNk9baLJOnSMlrQkHcrfFgz2/RigjUVAjdx36VcemKA==
|
||||||
|
dependencies:
|
||||||
|
color-convert "^1.9.3"
|
||||||
|
color-string "^1.6.0"
|
||||||
|
|
||||||
color@^4.2.3:
|
color@^4.2.3:
|
||||||
version "4.2.3"
|
version "4.2.3"
|
||||||
resolved "https://registry.yarnpkg.com/color/-/color-4.2.3.tgz#d781ecb5e57224ee43ea9627560107c0e0c6463a"
|
resolved "https://registry.yarnpkg.com/color/-/color-4.2.3.tgz#d781ecb5e57224ee43ea9627560107c0e0c6463a"
|
||||||
@ -1537,6 +1612,14 @@ colors@^1.4.0:
|
|||||||
resolved "https://registry.yarnpkg.com/colors/-/colors-1.4.0.tgz#c50491479d4c1bdaed2c9ced32cf7c7dc2360f78"
|
resolved "https://registry.yarnpkg.com/colors/-/colors-1.4.0.tgz#c50491479d4c1bdaed2c9ced32cf7c7dc2360f78"
|
||||||
integrity sha512-a+UqTh4kgZg/SlGvfbzDHpgRu7AAQOmmqRHJnxhRZICKFUT91brVhNNt58CMWU9PsBbv3PDCZUHbVxuDiH2mtA==
|
integrity sha512-a+UqTh4kgZg/SlGvfbzDHpgRu7AAQOmmqRHJnxhRZICKFUT91brVhNNt58CMWU9PsBbv3PDCZUHbVxuDiH2mtA==
|
||||||
|
|
||||||
|
colorspace@1.1.x:
|
||||||
|
version "1.1.4"
|
||||||
|
resolved "https://registry.yarnpkg.com/colorspace/-/colorspace-1.1.4.tgz#8d442d1186152f60453bf8070cd66eb364e59243"
|
||||||
|
integrity sha512-BgvKJiuVu1igBUF2kEjRCZXol6wiiGbY5ipL/oVPwm0BL9sIpMIzM8IK7vwuxIIzOXMV3Ey5w+vxhm0rR/TN8w==
|
||||||
|
dependencies:
|
||||||
|
color "^3.1.3"
|
||||||
|
text-hex "1.0.x"
|
||||||
|
|
||||||
combined-stream@^1.0.8:
|
combined-stream@^1.0.8:
|
||||||
version "1.0.8"
|
version "1.0.8"
|
||||||
resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
|
resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
|
||||||
@ -1680,6 +1763,11 @@ crypt@0.0.2:
|
|||||||
resolved "https://registry.yarnpkg.com/crypt/-/crypt-0.0.2.tgz#88d7ff7ec0dfb86f713dc87bbb42d044d3e6c41b"
|
resolved "https://registry.yarnpkg.com/crypt/-/crypt-0.0.2.tgz#88d7ff7ec0dfb86f713dc87bbb42d044d3e6c41b"
|
||||||
integrity sha512-mCxBlsHFYh9C+HVpiEacem8FEBnMXgU9gy4zmNC+SXAZNB/1idgp/aulFJ4FgCi7GPEVbfyng092GqL2k2rmow==
|
integrity sha512-mCxBlsHFYh9C+HVpiEacem8FEBnMXgU9gy4zmNC+SXAZNB/1idgp/aulFJ4FgCi7GPEVbfyng092GqL2k2rmow==
|
||||||
|
|
||||||
|
dayjs@^1.11.7:
|
||||||
|
version "1.11.10"
|
||||||
|
resolved "https://registry.yarnpkg.com/dayjs/-/dayjs-1.11.10.tgz#68acea85317a6e164457d6d6947564029a6a16a0"
|
||||||
|
integrity sha512-vjAczensTgRcqDERK0SR2XMwsF/tSvnvlv6VcF2GIhg6Sx4yOIt/irsr1RDJsKiIyBzJDpCoXiWWq28MqH2cnQ==
|
||||||
|
|
||||||
debug@2.6.9:
|
debug@2.6.9:
|
||||||
version "2.6.9"
|
version "2.6.9"
|
||||||
resolved "https://registry.yarnpkg.com/debug/-/debug-2.6.9.tgz#5d128515df134ff327e90a4c93f4e077a536341f"
|
resolved "https://registry.yarnpkg.com/debug/-/debug-2.6.9.tgz#5d128515df134ff327e90a4c93f4e077a536341f"
|
||||||
@ -1835,6 +1923,11 @@ emoji-regex@^8.0.0:
|
|||||||
resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-8.0.0.tgz#e818fd69ce5ccfcb404594f842963bf53164cc37"
|
resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-8.0.0.tgz#e818fd69ce5ccfcb404594f842963bf53164cc37"
|
||||||
integrity sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==
|
integrity sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==
|
||||||
|
|
||||||
|
enabled@2.0.x:
|
||||||
|
version "2.0.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/enabled/-/enabled-2.0.0.tgz#f9dd92ec2d6f4bbc0d5d1e64e21d61cd4665e7c2"
|
||||||
|
integrity sha512-AKrN98kuwOzMIdAizXGI86UFBoo26CL21UM763y1h/GMSJ4/OHU9k2YlsmBpyScFo/wbLzWQJBMCW4+IO3/+OQ==
|
||||||
|
|
||||||
encode32@^1.1.0:
|
encode32@^1.1.0:
|
||||||
version "1.1.0"
|
version "1.1.0"
|
||||||
resolved "https://registry.yarnpkg.com/encode32/-/encode32-1.1.0.tgz#0c54b45fb314ad5502e3c230cb95acdc5e5cd1dd"
|
resolved "https://registry.yarnpkg.com/encode32/-/encode32-1.1.0.tgz#0c54b45fb314ad5502e3c230cb95acdc5e5cd1dd"
|
||||||
@ -2254,6 +2347,11 @@ fd-slicer@~1.1.0:
|
|||||||
dependencies:
|
dependencies:
|
||||||
pend "~1.2.0"
|
pend "~1.2.0"
|
||||||
|
|
||||||
|
fecha@^4.2.0:
|
||||||
|
version "4.2.3"
|
||||||
|
resolved "https://registry.yarnpkg.com/fecha/-/fecha-4.2.3.tgz#4d9ccdbc61e8629b259fdca67e65891448d569fd"
|
||||||
|
integrity sha512-OP2IUU6HeYKJi3i0z4A19kHMQoLVs4Hc+DPqqxI2h/DPZHTm/vjsfC6P0b4jCMy14XizLBqvndQ+UilD7707Jw==
|
||||||
|
|
||||||
file-entry-cache@^6.0.1:
|
file-entry-cache@^6.0.1:
|
||||||
version "6.0.1"
|
version "6.0.1"
|
||||||
resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-6.0.1.tgz#211b2dd9659cb0394b073e7323ac3c933d522027"
|
resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-6.0.1.tgz#211b2dd9659cb0394b073e7323ac3c933d522027"
|
||||||
@ -2339,6 +2437,11 @@ flow-remove-types@^2.217.1:
|
|||||||
pirates "^3.0.2"
|
pirates "^3.0.2"
|
||||||
vlq "^0.2.1"
|
vlq "^0.2.1"
|
||||||
|
|
||||||
|
fn.name@1.x.x:
|
||||||
|
version "1.1.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/fn.name/-/fn.name-1.1.0.tgz#26cad8017967aea8731bc42961d04a3d5988accc"
|
||||||
|
integrity sha512-GRnmB5gPyJpAhTQdSZTSp9uaPSvl09KoYcMQtsB9rQoOmzs9dH6ffeccH+Z+cv6P68Hu5bC6JjRh4Ah/mHSNRw==
|
||||||
|
|
||||||
follow-redirects@^1.14.8, follow-redirects@^1.14.9:
|
follow-redirects@^1.14.8, follow-redirects@^1.14.9:
|
||||||
version "1.15.2"
|
version "1.15.2"
|
||||||
resolved "https://registry.yarnpkg.com/follow-redirects/-/follow-redirects-1.15.2.tgz#b460864144ba63f2681096f274c4e57026da2c13"
|
resolved "https://registry.yarnpkg.com/follow-redirects/-/follow-redirects-1.15.2.tgz#b460864144ba63f2681096f274c4e57026da2c13"
|
||||||
@ -3344,6 +3447,11 @@ keyv@^4.5.3:
|
|||||||
dependencies:
|
dependencies:
|
||||||
json-buffer "3.0.1"
|
json-buffer "3.0.1"
|
||||||
|
|
||||||
|
kuler@^2.0.0:
|
||||||
|
version "2.0.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/kuler/-/kuler-2.0.0.tgz#e2c570a3800388fb44407e851531c1d670b061b3"
|
||||||
|
integrity sha512-Xq9nH7KlWZmXAtodXDDRE7vs6DU1gTU8zYDHDiWLSip45Egwq3plLHzPn27NgvzL2r1LMPC1vdqh98sQxtqj4A==
|
||||||
|
|
||||||
ky@^0.33.1:
|
ky@^0.33.1:
|
||||||
version "0.33.3"
|
version "0.33.3"
|
||||||
resolved "https://registry.yarnpkg.com/ky/-/ky-0.33.3.tgz#bf1ad322a3f2c3428c13cfa4b3af95e6c4a2f543"
|
resolved "https://registry.yarnpkg.com/ky/-/ky-0.33.3.tgz#bf1ad322a3f2c3428c13cfa4b3af95e6c4a2f543"
|
||||||
@ -3500,11 +3608,28 @@ log-symbols@^5.1.0:
|
|||||||
chalk "^5.0.0"
|
chalk "^5.0.0"
|
||||||
is-unicode-supported "^1.1.0"
|
is-unicode-supported "^1.1.0"
|
||||||
|
|
||||||
|
logform@^2.3.2, logform@^2.4.0:
|
||||||
|
version "2.6.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/logform/-/logform-2.6.0.tgz#8c82a983f05d6eaeb2d75e3decae7a768b2bf9b5"
|
||||||
|
integrity sha512-1ulHeNPp6k/LD8H91o7VYFBng5i1BDE7HoKxVbZiGFidS1Rj65qcywLxX+pVfAPoQJEjRdvKcusKwOupHCVOVQ==
|
||||||
|
dependencies:
|
||||||
|
"@colors/colors" "1.6.0"
|
||||||
|
"@types/triple-beam" "^1.3.2"
|
||||||
|
fecha "^4.2.0"
|
||||||
|
ms "^2.1.1"
|
||||||
|
safe-stable-stringify "^2.3.1"
|
||||||
|
triple-beam "^1.3.0"
|
||||||
|
|
||||||
long@^4.0.0:
|
long@^4.0.0:
|
||||||
version "4.0.0"
|
version "4.0.0"
|
||||||
resolved "https://registry.yarnpkg.com/long/-/long-4.0.0.tgz#9a7b71cfb7d361a194ea555241c92f7468d5bf28"
|
resolved "https://registry.yarnpkg.com/long/-/long-4.0.0.tgz#9a7b71cfb7d361a194ea555241c92f7468d5bf28"
|
||||||
integrity sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA==
|
integrity sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA==
|
||||||
|
|
||||||
|
long@^5.0.0:
|
||||||
|
version "5.2.3"
|
||||||
|
resolved "https://registry.yarnpkg.com/long/-/long-5.2.3.tgz#a3ba97f3877cf1d778eccbcb048525ebb77499e1"
|
||||||
|
integrity sha512-lcHwpNoggQTObv5apGNCTdJrO69eHOZMi4BNC+rTLER8iHAqGrUVeLh/irVIM7zTw2bOXA8T6uNPeujwOLg/2Q==
|
||||||
|
|
||||||
loose-envify@^1.4.0:
|
loose-envify@^1.4.0:
|
||||||
version "1.4.0"
|
version "1.4.0"
|
||||||
resolved "https://registry.yarnpkg.com/loose-envify/-/loose-envify-1.4.0.tgz#71ee51fa7be4caec1a63839f7e682d8132d30caf"
|
resolved "https://registry.yarnpkg.com/loose-envify/-/loose-envify-1.4.0.tgz#71ee51fa7be4caec1a63839f7e682d8132d30caf"
|
||||||
@ -3524,6 +3649,11 @@ lru-cache@^6.0.0:
|
|||||||
dependencies:
|
dependencies:
|
||||||
yallist "^4.0.0"
|
yallist "^4.0.0"
|
||||||
|
|
||||||
|
lru-cache@^9.1.2:
|
||||||
|
version "9.1.2"
|
||||||
|
resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-9.1.2.tgz#255fdbc14b75589d6d0e73644ca167a8db506835"
|
||||||
|
integrity sha512-ERJq3FOzJTxBbFjZ7iDs+NiK4VI9Wz+RdrrAB8dio1oV+YvdPzUEE4QNiT2VD51DkIbCYRUUzCRkssXCHqSnKQ==
|
||||||
|
|
||||||
make-dir@^3.1.0:
|
make-dir@^3.1.0:
|
||||||
version "3.1.0"
|
version "3.1.0"
|
||||||
resolved "https://registry.yarnpkg.com/make-dir/-/make-dir-3.1.0.tgz#415e967046b3a7f1d185277d84aa58203726a13f"
|
resolved "https://registry.yarnpkg.com/make-dir/-/make-dir-3.1.0.tgz#415e967046b3a7f1d185277d84aa58203726a13f"
|
||||||
@ -4042,6 +4172,13 @@ once@^1.3.0, once@^1.3.1, once@^1.4.0:
|
|||||||
dependencies:
|
dependencies:
|
||||||
wrappy "1"
|
wrappy "1"
|
||||||
|
|
||||||
|
one-time@^1.0.0:
|
||||||
|
version "1.0.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/one-time/-/one-time-1.0.0.tgz#e06bc174aed214ed58edede573b433bbf827cb45"
|
||||||
|
integrity sha512-5DXOiRKwuSEcQ/l0kGCF6Q3jcADFv5tSmRaJck/OqkVFcOzutB134KRSfF0xDrL39MNnqxbHBbUUcjZIhTgb2g==
|
||||||
|
dependencies:
|
||||||
|
fn.name "1.x.x"
|
||||||
|
|
||||||
onetime@^5.1.0:
|
onetime@^5.1.0:
|
||||||
version "5.1.2"
|
version "5.1.2"
|
||||||
resolved "https://registry.yarnpkg.com/onetime/-/onetime-5.1.2.tgz#d0e96ebb56b07476df1dd9c4806e5237985ca45e"
|
resolved "https://registry.yarnpkg.com/onetime/-/onetime-5.1.2.tgz#d0e96ebb56b07476df1dd9c4806e5237985ca45e"
|
||||||
@ -4334,6 +4471,24 @@ prop-types@^15.8.1:
|
|||||||
object-assign "^4.1.1"
|
object-assign "^4.1.1"
|
||||||
react-is "^16.13.1"
|
react-is "^16.13.1"
|
||||||
|
|
||||||
|
protobufjs@7.2.4:
|
||||||
|
version "7.2.4"
|
||||||
|
resolved "https://registry.yarnpkg.com/protobufjs/-/protobufjs-7.2.4.tgz#3fc1ec0cdc89dd91aef9ba6037ba07408485c3ae"
|
||||||
|
integrity sha512-AT+RJgD2sH8phPmCf7OUZR8xGdcJRga4+1cOaXJ64hvcSkVhNcRHOwIxUatPH15+nj59WAGTDv3LSGZPEQbJaQ==
|
||||||
|
dependencies:
|
||||||
|
"@protobufjs/aspromise" "^1.1.2"
|
||||||
|
"@protobufjs/base64" "^1.1.2"
|
||||||
|
"@protobufjs/codegen" "^2.0.4"
|
||||||
|
"@protobufjs/eventemitter" "^1.1.0"
|
||||||
|
"@protobufjs/fetch" "^1.1.0"
|
||||||
|
"@protobufjs/float" "^1.0.2"
|
||||||
|
"@protobufjs/inquire" "^1.1.0"
|
||||||
|
"@protobufjs/path" "^1.1.2"
|
||||||
|
"@protobufjs/pool" "^1.1.0"
|
||||||
|
"@protobufjs/utf8" "^1.1.0"
|
||||||
|
"@types/node" ">=13.7.0"
|
||||||
|
long "^5.0.0"
|
||||||
|
|
||||||
protobufjs@^6.8.8:
|
protobufjs@^6.8.8:
|
||||||
version "6.11.4"
|
version "6.11.4"
|
||||||
resolved "https://registry.yarnpkg.com/protobufjs/-/protobufjs-6.11.4.tgz#29a412c38bf70d89e537b6d02d904a6f448173aa"
|
resolved "https://registry.yarnpkg.com/protobufjs/-/protobufjs-6.11.4.tgz#29a412c38bf70d89e537b6d02d904a6f448173aa"
|
||||||
@ -4353,6 +4508,24 @@ protobufjs@^6.8.8:
|
|||||||
"@types/node" ">=13.7.0"
|
"@types/node" ">=13.7.0"
|
||||||
long "^4.0.0"
|
long "^4.0.0"
|
||||||
|
|
||||||
|
protobufjs@^7.0.0, protobufjs@^7.2.4:
|
||||||
|
version "7.2.5"
|
||||||
|
resolved "https://registry.yarnpkg.com/protobufjs/-/protobufjs-7.2.5.tgz#45d5c57387a6d29a17aab6846dcc283f9b8e7f2d"
|
||||||
|
integrity sha512-gGXRSXvxQ7UiPgfw8gevrfRWcTlSbOFg+p/N+JVJEK5VhueL2miT6qTymqAmjr1Q5WbOCyJbyrk6JfWKwlFn6A==
|
||||||
|
dependencies:
|
||||||
|
"@protobufjs/aspromise" "^1.1.2"
|
||||||
|
"@protobufjs/base64" "^1.1.2"
|
||||||
|
"@protobufjs/codegen" "^2.0.4"
|
||||||
|
"@protobufjs/eventemitter" "^1.1.0"
|
||||||
|
"@protobufjs/fetch" "^1.1.0"
|
||||||
|
"@protobufjs/float" "^1.0.2"
|
||||||
|
"@protobufjs/inquire" "^1.1.0"
|
||||||
|
"@protobufjs/path" "^1.1.2"
|
||||||
|
"@protobufjs/pool" "^1.1.0"
|
||||||
|
"@protobufjs/utf8" "^1.1.0"
|
||||||
|
"@types/node" ">=13.7.0"
|
||||||
|
long "^5.0.0"
|
||||||
|
|
||||||
proxy-addr@~2.0.7:
|
proxy-addr@~2.0.7:
|
||||||
version "2.0.7"
|
version "2.0.7"
|
||||||
resolved "https://registry.yarnpkg.com/proxy-addr/-/proxy-addr-2.0.7.tgz#f19fe69ceab311eeb94b42e70e8c2070f9ba1025"
|
resolved "https://registry.yarnpkg.com/proxy-addr/-/proxy-addr-2.0.7.tgz#f19fe69ceab311eeb94b42e70e8c2070f9ba1025"
|
||||||
@ -4605,6 +4778,11 @@ safe-regex-test@^1.0.0:
|
|||||||
get-intrinsic "^1.1.3"
|
get-intrinsic "^1.1.3"
|
||||||
is-regex "^1.1.4"
|
is-regex "^1.1.4"
|
||||||
|
|
||||||
|
safe-stable-stringify@^2.3.1:
|
||||||
|
version "2.4.3"
|
||||||
|
resolved "https://registry.yarnpkg.com/safe-stable-stringify/-/safe-stable-stringify-2.4.3.tgz#138c84b6f6edb3db5f8ef3ef7115b8f55ccbf886"
|
||||||
|
integrity sha512-e2bDA2WJT0wxseVd4lsDP4+3ONX6HpMXQa1ZhFQ7SU+GjvORCmShbCMltrtIDfkYhVHrOcPtj+KhmDBdPdZD1g==
|
||||||
|
|
||||||
"safer-buffer@>= 2.1.2 < 3", "safer-buffer@>= 2.1.2 < 3.0.0":
|
"safer-buffer@>= 2.1.2 < 3", "safer-buffer@>= 2.1.2 < 3.0.0":
|
||||||
version "2.1.2"
|
version "2.1.2"
|
||||||
resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a"
|
resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a"
|
||||||
@ -4835,6 +5013,11 @@ ssri@^8.0.0, ssri@^8.0.1:
|
|||||||
dependencies:
|
dependencies:
|
||||||
minipass "^3.1.1"
|
minipass "^3.1.1"
|
||||||
|
|
||||||
|
stack-trace@0.0.x:
|
||||||
|
version "0.0.10"
|
||||||
|
resolved "https://registry.yarnpkg.com/stack-trace/-/stack-trace-0.0.10.tgz#547c70b347e8d32b4e108ea1a2a159e5fdde19c0"
|
||||||
|
integrity sha512-KGzahc7puUKkzyMt+IqAep+TVNbKP+k2Lmwhub39m1AsTSkaDutx56aDCo+HLDzf/D26BIHTJWNiTG1KAJiQCg==
|
||||||
|
|
||||||
statuses@2.0.1:
|
statuses@2.0.1:
|
||||||
version "2.0.1"
|
version "2.0.1"
|
||||||
resolved "https://registry.yarnpkg.com/statuses/-/statuses-2.0.1.tgz#55cb000ccf1d48728bd23c685a063998cf1a1b63"
|
resolved "https://registry.yarnpkg.com/statuses/-/statuses-2.0.1.tgz#55cb000ccf1d48728bd23c685a063998cf1a1b63"
|
||||||
@ -5078,6 +5261,11 @@ tar@^6.0.2, tar@^6.1.11, tar@^6.1.2:
|
|||||||
mkdirp "^1.0.3"
|
mkdirp "^1.0.3"
|
||||||
yallist "^4.0.0"
|
yallist "^4.0.0"
|
||||||
|
|
||||||
|
text-hex@1.0.x:
|
||||||
|
version "1.0.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/text-hex/-/text-hex-1.0.0.tgz#69dc9c1b17446ee79a92bf5b884bb4b9127506f5"
|
||||||
|
integrity sha512-uuVGNWzgJ4yhRaNSiubPY7OjISw4sw4E5Uv0wbjp+OzcbmVU/rsT8ujgcXJhn9ypzsgr5vlzpPqP+MBBKcGvbg==
|
||||||
|
|
||||||
text-table@^0.2.0:
|
text-table@^0.2.0:
|
||||||
version "0.2.0"
|
version "0.2.0"
|
||||||
resolved "https://registry.yarnpkg.com/text-table/-/text-table-0.2.0.tgz#7f5ee823ae805207c00af2df4a84ec3fcfa570b4"
|
resolved "https://registry.yarnpkg.com/text-table/-/text-table-0.2.0.tgz#7f5ee823ae805207c00af2df4a84ec3fcfa570b4"
|
||||||
@ -5107,6 +5295,11 @@ tr46@~0.0.3:
|
|||||||
resolved "https://registry.yarnpkg.com/tr46/-/tr46-0.0.3.tgz#8184fd347dac9cdc185992f3a6622e14b9d9ab6a"
|
resolved "https://registry.yarnpkg.com/tr46/-/tr46-0.0.3.tgz#8184fd347dac9cdc185992f3a6622e14b9d9ab6a"
|
||||||
integrity sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==
|
integrity sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==
|
||||||
|
|
||||||
|
triple-beam@^1.3.0:
|
||||||
|
version "1.4.1"
|
||||||
|
resolved "https://registry.yarnpkg.com/triple-beam/-/triple-beam-1.4.1.tgz#6fde70271dc6e5d73ca0c3b24e2d92afb7441984"
|
||||||
|
integrity sha512-aZbgViZrg1QNcG+LULa7nhZpJTZSLm/mXnHXnbAbjmN5aSa0y7V+wvv6+4WaBtpISJzThKy+PIPxc1Nq1EJ9mg==
|
||||||
|
|
||||||
tslib@^2.2.0, tslib@^2.4.0:
|
tslib@^2.2.0, tslib@^2.4.0:
|
||||||
version "2.6.1"
|
version "2.6.1"
|
||||||
resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.1.tgz#fd8c9a0ff42590b25703c0acb3de3d3f4ede0410"
|
resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.1.tgz#fd8c9a0ff42590b25703c0acb3de3d3f4ede0410"
|
||||||
@ -5448,6 +5641,32 @@ wide-align@^1.1.2, wide-align@^1.1.5:
|
|||||||
dependencies:
|
dependencies:
|
||||||
string-width "^1.0.2 || 2 || 3 || 4"
|
string-width "^1.0.2 || 2 || 3 || 4"
|
||||||
|
|
||||||
|
winston-transport@^4.5.0:
|
||||||
|
version "4.6.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/winston-transport/-/winston-transport-4.6.0.tgz#f1c1a665ad1b366df72199e27892721832a19e1b"
|
||||||
|
integrity sha512-wbBA9PbPAHxKiygo7ub7BYRiKxms0tpfU2ljtWzb3SjRjv5yl6Ozuy/TkXf00HTAt+Uylo3gSkNwzc4ME0wiIg==
|
||||||
|
dependencies:
|
||||||
|
logform "^2.3.2"
|
||||||
|
readable-stream "^3.6.0"
|
||||||
|
triple-beam "^1.3.0"
|
||||||
|
|
||||||
|
winston@^3.9.0:
|
||||||
|
version "3.11.0"
|
||||||
|
resolved "https://registry.yarnpkg.com/winston/-/winston-3.11.0.tgz#2d50b0a695a2758bb1c95279f0a88e858163ed91"
|
||||||
|
integrity sha512-L3yR6/MzZAOl0DsysUXHVjOwv8mKZ71TrA/41EIduGpOOV5LQVodqN+QdQ6BS6PJ/RdIshZhq84P/fStEZkk7g==
|
||||||
|
dependencies:
|
||||||
|
"@colors/colors" "^1.6.0"
|
||||||
|
"@dabh/diagnostics" "^2.0.2"
|
||||||
|
async "^3.2.3"
|
||||||
|
is-stream "^2.0.0"
|
||||||
|
logform "^2.4.0"
|
||||||
|
one-time "^1.0.0"
|
||||||
|
readable-stream "^3.4.0"
|
||||||
|
safe-stable-stringify "^2.3.1"
|
||||||
|
stack-trace "0.0.x"
|
||||||
|
triple-beam "^1.3.0"
|
||||||
|
winston-transport "^4.5.0"
|
||||||
|
|
||||||
wordwrapjs@^4.0.0:
|
wordwrapjs@^4.0.0:
|
||||||
version "4.0.1"
|
version "4.0.1"
|
||||||
resolved "https://registry.yarnpkg.com/wordwrapjs/-/wordwrapjs-4.0.1.tgz#d9790bccfb110a0fc7836b5ebce0937b37a8b98f"
|
resolved "https://registry.yarnpkg.com/wordwrapjs/-/wordwrapjs-4.0.1.tgz#d9790bccfb110a0fc7836b5ebce0937b37a8b98f"
|
||||||
|
Loading…
Reference in New Issue
Block a user