Merge branch 'master' into 1522-feat-chromadb-support-1

This commit is contained in:
shatfield4 2024-06-06 13:28:18 -07:00
commit 44b40b0209
61 changed files with 887 additions and 136 deletions

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@ -22,7 +22,7 @@
// Terraform support
"ghcr.io/devcontainers/features/terraform:1": {},
// Just a wrap to install needed packages
"ghcr.io/rocker-org/devcontainer-features/apt-packages:1": {
"ghcr.io/devcontainers-contrib/features/apt-packages:1": {
// Dependencies copied from ../docker/Dockerfile plus some dev stuff
"packages": [
"build-essential",

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@ -10,3 +10,7 @@ frontend/bundleinspector.html
#server
server/swagger/openapi.json
#embed
**/static/**
embed/src/utils/chat/hljs.js

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@ -17,7 +17,7 @@
}
},
{
"files": "*.config.js",
"files": ["*.config.js"],
"options": {
"semi": false,
"parser": "flow",

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@ -12,7 +12,7 @@
"scripts": {
"dev": "NODE_ENV=development nodemon --ignore hotdir --ignore storage --trace-warnings index.js",
"start": "NODE_ENV=production node index.js",
"lint": "yarn prettier --write ./processSingleFile ./processLink ./utils index.js"
"lint": "yarn prettier --ignore-path ../.prettierignore --write ./processSingleFile ./processLink ./utils index.js"
},
"dependencies": {
"@googleapis/youtube": "^9.0.0",

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@ -128,6 +128,12 @@ GID='1000'
# VOYAGEAI_API_KEY=
# EMBEDDING_MODEL_PREF='voyage-large-2-instruct'
# EMBEDDING_ENGINE='litellm'
# EMBEDDING_MODEL_PREF='text-embedding-ada-002'
# EMBEDDING_MODEL_MAX_CHUNK_LENGTH=8192
# LITE_LLM_BASE_PATH='http://127.0.0.1:4000'
# LITE_LLM_API_KEY='sk-123abc'
###########################################
######## Vector Database Selection ########
###########################################

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@ -1,9 +0,0 @@
# defaults
**/.git
**/.svn
**/.hg
**/node_modules
**/dist
**/static/**
src/utils/chat/hljs.js

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@ -4,9 +4,7 @@
"target": "esnext",
"jsx": "react",
"paths": {
"@/*": [
"./src/*"
],
}
}
}
"@/*": ["./src/*"],
},
},
}

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@ -1,6 +1,7 @@
{
"name": "anythingllm-embedded-chat",
"private": false,
"license": "MIT",
"type": "module",
"scripts": {
"dev": "nodemon -e js,jsx,css --watch src --exec \"yarn run dev:preview\"",
@ -8,7 +9,7 @@
"dev:build": "vite build && cat src/static/tailwind@3.4.1.js >> dist/anythingllm-chat-widget.js",
"build": "vite build && cat src/static/tailwind@3.4.1.js >> dist/anythingllm-chat-widget.js && npx terser --compress -o dist/anythingllm-chat-widget.min.js -- dist/anythingllm-chat-widget.js",
"build:publish": "yarn build && mkdir -p ../frontend/public/embed && cp -r dist/anythingllm-chat-widget.min.js ../frontend/public/embed/anythingllm-chat-widget.min.js",
"lint": "yarn prettier --write ./src"
"lint": "yarn prettier --ignore-path ../.prettierignore --write ./src"
},
"dependencies": {
"@microsoft/fetch-event-source": "^2.0.1",

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@ -38,7 +38,7 @@ export default defineConfig({
rollupOptions: {
external: [
// Reduces transformation time by 50% and we don't even use this variant, so we can ignore.
/@phosphor-icons\/react\/dist\/ssr/,
/@phosphor-icons\/react\/dist\/ssr/
]
},
commonjsOptions: {
@ -51,7 +51,7 @@ export default defineConfig({
emptyOutDir: true,
inlineDynamicImports: true,
assetsDir: "",
sourcemap: 'inline',
sourcemap: "inline"
},
optimizeDeps: {
esbuildOptions: {
@ -60,5 +60,5 @@ export default defineConfig({
},
plugins: []
}
},
}
})

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@ -4,9 +4,7 @@
"target": "esnext",
"jsx": "react",
"paths": {
"@/*": [
"./src/*"
],
"@/*": ["./src/*"]
}
}
}
}

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@ -7,7 +7,7 @@
"start": "vite --open",
"dev": "NODE_ENV=development vite --debug --host=0.0.0.0",
"build": "vite build",
"lint": "yarn prettier --write ./src",
"lint": "yarn prettier --ignore-path ../.prettierignore --write ./src",
"preview": "vite preview"
},
"dependencies": {
@ -63,4 +63,4 @@
"tailwindcss": "^3.3.1",
"vite": "^4.3.0"
}
}
}

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@ -1,5 +1,5 @@
import React from "react";
import Jazzicon from "../UserIcon";
import UserIcon from "../UserIcon";
import { userFromStorage } from "@/utils/request";
import { AI_BACKGROUND_COLOR, USER_BACKGROUND_COLOR } from "@/utils/constants";
@ -11,8 +11,7 @@ export default function ChatBubble({ message, type, popMsg }) {
<div className={`flex justify-center items-end w-full ${backgroundColor}`}>
<div className={`py-8 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}>
<div className="flex gap-x-5">
<Jazzicon
size={36}
<UserIcon
user={{ uid: isUser ? userFromStorage()?.username : "system" }}
role={type}
/>

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@ -13,7 +13,7 @@ import { isMobile } from "react-device-detect";
import { SidebarMobileHeader } from "../Sidebar";
import ChatBubble from "../ChatBubble";
import System from "@/models/system";
import Jazzicon from "../UserIcon";
import UserIcon from "../UserIcon";
import { userFromStorage } from "@/utils/request";
import { AI_BACKGROUND_COLOR, USER_BACKGROUND_COLOR } from "@/utils/constants";
import useUser from "@/hooks/useUser";
@ -46,7 +46,7 @@ export default function DefaultChatContainer() {
className={`pt-10 pb-6 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon size={36} user={{ uid: "system" }} role={"assistant"} />
<UserIcon user={{ uid: "system" }} role={"assistant"} />
<span
className={`whitespace-pre-line text-white font-normal text-sm md:text-sm flex flex-col gap-y-1 mt-2`}
@ -70,7 +70,7 @@ export default function DefaultChatContainer() {
className={`pb-4 pt-2 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon size={36} user={{ uid: "system" }} role={"assistant"} />
<UserIcon user={{ uid: "system" }} role={"assistant"} />
<span
className={`whitespace-pre-line text-white font-normal text-sm md:text-sm flex flex-col gap-y-1 mt-2`}
@ -93,7 +93,7 @@ export default function DefaultChatContainer() {
className={`pt-2 pb-6 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon size={36} user={{ uid: "system" }} role={"assistant"} />
<UserIcon user={{ uid: "system" }} role={"assistant"} />
<div>
<span
className={`whitespace-pre-line text-white font-normal text-sm md:text-sm flex flex-col gap-y-1 mt-2`}
@ -127,8 +127,7 @@ export default function DefaultChatContainer() {
className={`py-6 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon
size={36}
<UserIcon
user={{ uid: userFromStorage()?.username }}
role={"user"}
/>
@ -151,7 +150,7 @@ export default function DefaultChatContainer() {
className={`py-6 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon size={36} user={{ uid: "system" }} role={"assistant"} />
<UserIcon user={{ uid: "system" }} role={"assistant"} />
<div>
<span
className={`whitespace-pre-line text-white font-normal text-sm md:text-sm flex flex-col gap-y-1 mt-2`}
@ -188,8 +187,7 @@ export default function DefaultChatContainer() {
className={`py-6 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon
size={36}
<UserIcon
user={{ uid: userFromStorage()?.username }}
role={"user"}
/>
@ -213,7 +211,7 @@ export default function DefaultChatContainer() {
className={`py-6 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon size={36} user={{ uid: "system" }} role={"assistant"} />
<UserIcon user={{ uid: "system" }} role={"assistant"} />
<span
className={`whitespace-pre-line text-white font-normal text-sm md:text-sm flex flex-col gap-y-1 mt-2`}
@ -251,8 +249,7 @@ export default function DefaultChatContainer() {
className={`py-6 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon
size={36}
<UserIcon
user={{ uid: userFromStorage()?.username }}
role={"user"}
/>
@ -275,7 +272,7 @@ export default function DefaultChatContainer() {
className={`py-6 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}
>
<div className="flex gap-x-5">
<Jazzicon size={36} user={{ uid: "system" }} role={"assistant"} />
<UserIcon user={{ uid: "system" }} role={"assistant"} />
<div>
<span
className={`whitespace-pre-line text-white font-normal text-sm md:text-sm flex flex-col gap-y-1 mt-2`}

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@ -0,0 +1,186 @@
import { useEffect, useState } from "react";
import System from "@/models/system";
import { Warning } from "@phosphor-icons/react";
import { Tooltip } from "react-tooltip";
export default function LiteLLMOptions({ settings }) {
const [basePathValue, setBasePathValue] = useState(settings?.LiteLLMBasePath);
const [basePath, setBasePath] = useState(settings?.LiteLLMBasePath);
const [apiKeyValue, setApiKeyValue] = useState(settings?.LiteLLMAPIKey);
const [apiKey, setApiKey] = useState(settings?.LiteLLMAPIKey);
return (
<div className="w-full flex flex-col gap-y-4">
<div className="w-full flex items-center gap-4">
<div className="flex flex-col w-60">
<label className="text-white text-sm font-semibold block mb-4">
Base URL
</label>
<input
type="url"
name="LiteLLMBasePath"
className="bg-zinc-900 text-white placeholder:text-white/20 text-sm rounded-lg focus:border-white block w-full p-2.5"
placeholder="http://127.0.0.1:4000"
defaultValue={settings?.LiteLLMBasePath}
required={true}
autoComplete="off"
spellCheck={false}
onChange={(e) => setBasePathValue(e.target.value)}
onBlur={() => setBasePath(basePathValue)}
/>
</div>
<LiteLLMModelSelection
settings={settings}
basePath={basePath}
apiKey={apiKey}
/>
<div className="flex flex-col w-60">
<label className="text-white text-sm font-semibold block mb-4">
Max embedding chunk length
</label>
<input
type="number"
name="EmbeddingModelMaxChunkLength"
className="bg-zinc-900 text-white placeholder-white/20 text-sm rounded-lg focus:border-white block w-full p-2.5"
placeholder="8192"
min={1}
onScroll={(e) => e.target.blur()}
defaultValue={settings?.EmbeddingModelMaxChunkLength}
required={false}
autoComplete="off"
/>
</div>
</div>
<div className="w-full flex items-center gap-4">
<div className="flex flex-col w-60">
<div className="flex flex-col gap-y-1 mb-4">
<label className="text-white text-sm font-semibold flex items-center gap-x-2">
API Key <p className="!text-xs !italic !font-thin">optional</p>
</label>
</div>
<input
type="password"
name="LiteLLMAPIKey"
className="bg-zinc-900 text-white placeholder:text-white/20 text-sm rounded-lg focus:border-white block w-full p-2.5"
placeholder="sk-mysecretkey"
defaultValue={settings?.LiteLLMAPIKey ? "*".repeat(20) : ""}
autoComplete="off"
spellCheck={false}
onChange={(e) => setApiKeyValue(e.target.value)}
onBlur={() => setApiKey(apiKeyValue)}
/>
</div>
</div>
</div>
);
}
function LiteLLMModelSelection({ settings, basePath = null, apiKey = null }) {
const [customModels, setCustomModels] = useState([]);
const [loading, setLoading] = useState(true);
useEffect(() => {
async function findCustomModels() {
if (!basePath) {
setCustomModels([]);
setLoading(false);
return;
}
setLoading(true);
const { models } = await System.customModels(
"litellm",
typeof apiKey === "boolean" ? null : apiKey,
basePath
);
setCustomModels(models || []);
setLoading(false);
}
findCustomModels();
}, [basePath, apiKey]);
if (loading || customModels.length == 0) {
return (
<div className="flex flex-col w-60">
<label className="text-white text-sm font-semibold block mb-4">
Embedding Model Selection
</label>
<select
name="EmbeddingModelPref"
disabled={true}
className="bg-zinc-900 border-gray-500 text-white text-sm rounded-lg block w-full p-2.5"
>
<option disabled={true} selected={true}>
{basePath?.includes("/v1")
? "-- loading available models --"
: "-- waiting for URL --"}
</option>
</select>
</div>
);
}
return (
<div className="flex flex-col w-60">
<div className="flex items-center">
<label className="text-white text-sm font-semibold block mb-4">
Embedding Model Selection
</label>
<EmbeddingModelTooltip />
</div>
<select
name="EmbeddingModelPref"
required={true}
className="bg-zinc-900 border-gray-500 text-white text-sm rounded-lg block w-full p-2.5"
>
{customModels.length > 0 && (
<optgroup label="Your loaded models">
{customModels.map((model) => {
return (
<option
key={model.id}
value={model.id}
selected={settings.EmbeddingModelPref === model.id}
>
{model.id}
</option>
);
})}
</optgroup>
)}
</select>
</div>
);
}
function EmbeddingModelTooltip() {
return (
<div className="flex items-center justify-center -mt-3 ml-1">
<Warning
size={14}
className="ml-1 text-orange-500 cursor-pointer"
data-tooltip-id="model-tooltip"
data-tooltip-place="right"
/>
<Tooltip
delayHide={300}
id="model-tooltip"
className="max-w-xs"
clickable={true}
>
<p className="text-sm">
Be sure to select a valid embedding model. Chat models are not
embedding models. See{" "}
<a
href="https://litellm.vercel.app/docs/embedding/supported_embedding"
target="_blank"
rel="noreferrer"
className="underline"
>
this page
</a>{" "}
for more information.
</p>
</Tooltip>
</div>
);
}

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@ -33,12 +33,12 @@ export default function PasswordModal({ mode = "single" }) {
alt="login illustration"
/>
</div>
<div className="flex flex-col items-center justify-center h-full w-full md:w-1/2 z-50 relative">
<div className="flex flex-col items-center justify-center h-full w-full md:w-1/2 z-50 relative -mt-20">
<img
src={loginLogo}
alt="Logo"
className={`hidden md:flex rounded-2xl w-fit m-4 z-30 ${
mode === "single" ? "md:top-[170px]" : "md:top-36"
className={`hidden relative md:flex rounded-2xl w-fit m-4 z-30 ${
mode === "single" ? "md:top-2" : "md:top-12"
} absolute max-h-[65px] md:bg-login-gradient md:shadow-[0_4px_14px_rgba(0,0,0,0.25)]`}
style={{ objectFit: "contain" }}
/>

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@ -85,7 +85,7 @@ export default function SettingsSidebar() {
/>
<div
ref={sidebarRef}
className="h-[100vh] fixed top-0 left-0 rounded-r-[26px] bg-sidebar w-[80%] p-[18px] "
className="h-[100vh] fixed top-0 left-0 rounded-r-[26px] bg-sidebar w-[80%] p-[18px]"
>
<div className="w-full h-full flex flex-col overflow-x-hidden items-between">
{/* Header Information */}
@ -109,12 +109,14 @@ export default function SettingsSidebar() {
</div>
{/* Primary Body */}
<div className="h-full flex flex-col w-full justify-between pt-4 overflow-y-scroll no-scroll ">
<div className="h-full flex flex-col w-full justify-between pt-4 overflow-y-scroll no-scroll">
<div className="h-auto md:sidebar-items md:dark:sidebar-items">
<div className=" flex flex-col gap-y-4 pb-8 overflow-y-scroll no-scroll">
<div className="flex flex-col gap-y-4 pb-[60px] overflow-y-scroll no-scroll">
<SidebarOptions user={user} />
</div>
</div>
</div>
<div className="absolute bottom-2 left-0 right-0 pt-2 bg-sidebar bg-opacity-80 backdrop-filter backdrop-blur-md">
<Footer />
</div>
</div>
@ -139,22 +141,21 @@ export default function SettingsSidebar() {
</Link>
<div
ref={sidebarRef}
style={{ height: "calc(100% - 76px)" }}
className="transition-all duration-500 relative m-[16px] rounded-[16px] bg-sidebar border-2 border-outline min-w-[250px] p-[10px]"
className="transition-all duration-500 relative m-[16px] rounded-[16px] bg-sidebar border-2 border-outline min-w-[250px] p-[10px] h-[calc(100%-76px)]"
>
<div className="w-full h-full flex flex-col overflow-x-hidden items-between min-w-[235px]">
<div className="text-white text-opacity-60 text-sm font-medium uppercase mt-[4px] mb-0 ml-2">
Instance Settings
</div>
<div className="relative h-full flex flex-col w-full justify-between pt-[10px] overflow-y-scroll no-scroll">
<div className="relative h-[calc(100%-60px)] flex flex-col w-full justify-between pt-[10px] overflow-y-scroll no-scroll">
<div className="h-auto sidebar-items">
<div className="flex flex-col gap-y-2 h-full pb-8 overflow-y-scroll no-scroll">
<div className="flex flex-col gap-y-2 pb-[60px] overflow-y-scroll no-scroll">
<SidebarOptions user={user} />
</div>
</div>
<div className="mb-2">
<Footer />
</div>
</div>
<div className="absolute bottom-0 left-0 right-0 pt-4 pb-3 rounded-b-[16px] bg-sidebar bg-opacity-80 backdrop-filter backdrop-blur-md z-50">
<Footer />
</div>
</div>
</div>

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@ -4,7 +4,7 @@ import "react-loading-skeleton/dist/skeleton.css";
import Workspace from "@/models/workspace";
import ManageWorkspace, {
useManageWorkspaceModal,
} from "../../Modals/MangeWorkspace";
} from "../../Modals/ManageWorkspace";
import paths from "@/utils/paths";
import { useParams } from "react-router-dom";
import { GearSix, SquaresFour, UploadSimple } from "@phosphor-icons/react";

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@ -32,34 +32,34 @@ export default function Sidebar() {
<img
src={logo}
alt="Logo"
className="rounded max-h-[24px]"
style={{ objectFit: "contain" }}
className="rounded max-h-[24px] object-contain"
/>
</Link>
<div
ref={sidebarRef}
style={{ height: "calc(100% - 76px)" }}
className="relative m-[16px] rounded-[16px] bg-sidebar border-2 border-outline min-w-[250px] p-[10px]"
className="relative m-[16px] rounded-[16px] bg-sidebar border-2 border-outline min-w-[250px] p-[10px] h-[calc(100%-76px)]"
>
<div className="flex flex-col h-full overflow-x-hidden">
<div className="flex-grow flex flex-col min-w-[235px]">
<div className="flex flex-col gap-y-2 pb-8 overflow-y-scroll no-scroll">
<div className="flex gap-x-2 items-center justify-between">
{(!user || user?.role !== "default") && (
<button
onClick={showNewWsModal}
className="flex flex-grow w-[75%] h-[44px] gap-x-2 py-[5px] px-2.5 mb-2 bg-white rounded-[8px] text-sidebar justify-center items-center hover:bg-opacity-80 transition-all duration-300"
>
<Plus size={18} weight="bold" />
<p className="text-sidebar text-sm font-semibold">
New Workspace
</p>
</button>
)}
<div className="relative h-[calc(100%-60px)] flex flex-col w-full justify-between pt-[10px] overflow-y-scroll no-scroll">
<div className="flex flex-col gap-y-2 pb-[60px] overflow-y-scroll no-scroll">
<div className="flex gap-x-2 items-center justify-between">
{(!user || user?.role !== "default") && (
<button
onClick={showNewWsModal}
className="flex flex-grow w-[75%] h-[44px] gap-x-2 py-[5px] px-2.5 mb-2 bg-white rounded-[8px] text-sidebar justify-center items-center hover:bg-opacity-80 transition-all duration-300"
>
<Plus size={18} weight="bold" />
<p className="text-sidebar text-sm font-semibold">
New Workspace
</p>
</button>
)}
</div>
<ActiveWorkspaces />
</div>
<ActiveWorkspaces />
</div>
<div className="flex flex-col flex-grow justify-end mb-2">
<div className="absolute bottom-0 left-0 right-0 pt-4 pb-3 rounded-b-[16px] bg-sidebar bg-opacity-80 backdrop-filter backdrop-blur-md z-30">
<Footer />
</div>
</div>
@ -156,12 +156,9 @@ export function SidebarMobileHeader() {
</div>
{/* Primary Body */}
<div className="h-full flex flex-col w-full justify-between pt-4 overflow-y-hidden ">
<div className="h-full flex flex-col w-full justify-between pt-4 ">
<div className="h-auto md:sidebar-items">
<div
style={{ height: "calc(100vw - -3rem)" }}
className=" flex flex-col gap-y-4 pb-8 overflow-y-scroll no-scroll"
>
<div className=" flex flex-col gap-y-4 overflow-y-scroll no-scroll pb-[60px]">
<div className="flex gap-x-2 items-center justify-between">
{(!user || user?.role !== "default") && (
<button
@ -178,7 +175,7 @@ export function SidebarMobileHeader() {
<ActiveWorkspaces />
</div>
</div>
<div>
<div className="z-99 absolute bottom-0 left-0 right-0 pt-2 pb-6 rounded-br-[26px] bg-sidebar bg-opacity-80 backdrop-filter backdrop-blur-md">
<Footer />
</div>
</div>

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@ -2,7 +2,7 @@ import React, { useRef, useEffect } from "react";
import JAZZ from "@metamask/jazzicon";
import usePfp from "../../hooks/usePfp";
export default function Jazzicon({ size = 10, user, role }) {
export default function UserIcon({ size = 36, user, role }) {
const { pfp } = usePfp();
const divRef = useRef(null);
const seed = user?.uid

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@ -0,0 +1,126 @@
import { AI_BACKGROUND_COLOR, USER_BACKGROUND_COLOR } from "@/utils/constants";
import { Pencil } from "@phosphor-icons/react";
import { useState, useEffect, useRef } from "react";
import { Tooltip } from "react-tooltip";
const EDIT_EVENT = "toggle-message-edit";
export function useEditMessage({ chatId, role }) {
const [isEditing, setIsEditing] = useState(false);
function onEditEvent(e) {
if (e.detail.chatId !== chatId || e.detail.role !== role) {
setIsEditing(false);
return false;
}
setIsEditing((prev) => !prev);
}
useEffect(() => {
function listenForEdits() {
if (!chatId || !role) return;
window.addEventListener(EDIT_EVENT, onEditEvent);
}
listenForEdits();
return () => {
window.removeEventListener(EDIT_EVENT, onEditEvent);
};
}, [chatId, role]);
return { isEditing, setIsEditing };
}
export function EditMessageAction({ chatId = null, role, isEditing }) {
function handleEditClick() {
window.dispatchEvent(
new CustomEvent(EDIT_EVENT, { detail: { chatId, role } })
);
}
if (!chatId || isEditing) return null;
return (
<div
className={`mt-3 relative ${
role === "user" && !isEditing ? "opacity-0" : ""
} group-hover:opacity-100 transition-all duration-300`}
>
<button
onClick={handleEditClick}
data-tooltip-id="edit-input-text"
data-tooltip-content={`Edit ${
role === "user" ? "Prompt" : "Response"
} `}
className="border-none text-zinc-300"
aria-label={`Edit ${role === "user" ? "Prompt" : "Response"}`}
>
<Pencil size={18} className="mb-1" />
</button>
<Tooltip
id="edit-input-text"
place="bottom"
delayShow={300}
className="tooltip !text-xs"
/>
</div>
);
}
export function EditMessageForm({
role,
chatId,
message,
adjustTextArea,
saveChanges,
}) {
const formRef = useRef(null);
function handleSaveMessage(e) {
e.preventDefault();
const form = new FormData(e.target);
const editedMessage = form.get("editedMessage");
saveChanges({ editedMessage, chatId, role });
window.dispatchEvent(
new CustomEvent(EDIT_EVENT, { detail: { chatId, role } })
);
}
function cancelEdits() {
window.dispatchEvent(
new CustomEvent(EDIT_EVENT, { detail: { chatId, role } })
);
return false;
}
useEffect(() => {
if (!formRef || !formRef.current) return;
formRef.current.focus();
adjustTextArea({ target: formRef.current });
}, [formRef]);
return (
<form onSubmit={handleSaveMessage} className="flex flex-col w-full">
<textarea
ref={formRef}
name="editedMessage"
className={`w-full rounded ${
role === "user" ? USER_BACKGROUND_COLOR : AI_BACKGROUND_COLOR
} border border-white/20 active:outline-none focus:outline-none focus:ring-0 pr-16 pl-1.5 pt-1.5 resize-y`}
defaultValue={message}
onChange={adjustTextArea}
/>
<div className="mt-3 flex justify-center">
<button
type="submit"
className="px-2 py-1 bg-gray-200 text-gray-700 font-medium rounded-md mr-2 hover:bg-gray-300 focus:outline-none focus:ring-2 focus:ring-blue-500 focus:ring-offset-2"
>
Save & Submit
</button>
<button
type="button"
className="px-2 py-1 bg-historical-msg-system text-white font-medium rounded-md hover:bg-historical-msg-user/90 focus:outline-none focus:ring-2 focus:ring-gray-400 focus:ring-offset-2"
onClick={cancelEdits}
>
Cancel
</button>
</div>
</form>
);
}

View File

@ -2,14 +2,15 @@ import React, { memo, useState } from "react";
import useCopyText from "@/hooks/useCopyText";
import {
Check,
ClipboardText,
ThumbsUp,
ThumbsDown,
ArrowsClockwise,
Copy,
} from "@phosphor-icons/react";
import { Tooltip } from "react-tooltip";
import Workspace from "@/models/workspace";
import TTSMessage from "./TTSButton";
import { EditMessageAction } from "./EditMessage";
const Actions = ({
message,
@ -18,9 +19,10 @@ const Actions = ({
slug,
isLastMessage,
regenerateMessage,
isEditing,
role,
}) => {
const [selectedFeedback, setSelectedFeedback] = useState(feedbackScore);
const handleFeedback = async (newFeedback) => {
const updatedFeedback =
selectedFeedback === newFeedback ? null : newFeedback;
@ -32,14 +34,15 @@ const Actions = ({
<div className="flex w-full justify-between items-center">
<div className="flex justify-start items-center gap-x-4">
<CopyMessage message={message} />
{isLastMessage && (
<EditMessageAction chatId={chatId} role={role} isEditing={isEditing} />
{isLastMessage && !isEditing && (
<RegenerateMessage
regenerateMessage={regenerateMessage}
slug={slug}
chatId={chatId}
/>
)}
{chatId && (
{chatId && role !== "user" && !isEditing && (
<>
<FeedbackButton
isSelected={selectedFeedback === true}
@ -111,7 +114,7 @@ function CopyMessage({ message }) {
{copied ? (
<Check size={18} className="mb-1" />
) : (
<ClipboardText size={18} className="mb-1" />
<Copy size={18} className="mb-1" />
)}
</button>
<Tooltip

View File

@ -1,6 +1,6 @@
import React, { memo } from "react";
import { Warning } from "@phosphor-icons/react";
import Jazzicon from "../../../../UserIcon";
import UserIcon from "../../../../UserIcon";
import Actions from "./Actions";
import renderMarkdown from "@/utils/chat/markdown";
import { userFromStorage } from "@/utils/request";
@ -8,6 +8,7 @@ import Citations from "../Citation";
import { AI_BACKGROUND_COLOR, USER_BACKGROUND_COLOR } from "@/utils/constants";
import { v4 } from "uuid";
import createDOMPurify from "dompurify";
import { EditMessageForm, useEditMessage } from "./Actions/EditMessage";
const DOMPurify = createDOMPurify(window);
const HistoricalMessage = ({
@ -21,20 +22,28 @@ const HistoricalMessage = ({
chatId = null,
isLastMessage = false,
regenerateMessage,
saveEditedMessage,
}) => {
return (
<div
key={uuid}
className={`flex justify-center items-end w-full ${
role === "user" ? USER_BACKGROUND_COLOR : AI_BACKGROUND_COLOR
}`}
>
<div className={`py-8 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}>
<div className="flex gap-x-5">
<ProfileImage role={role} workspace={workspace} />
{error ? (
const { isEditing } = useEditMessage({ chatId, role });
const adjustTextArea = (event) => {
const element = event.target;
element.style.height = "auto";
element.style.height = element.scrollHeight + "px";
};
if (!!error) {
return (
<div
key={uuid}
className={`flex justify-center items-end w-full ${
role === "user" ? USER_BACKGROUND_COLOR : AI_BACKGROUND_COLOR
}`}
>
<div className="py-8 px-4 w-full flex gap-x-5 md:max-w-[800px] flex-col">
<div className="flex gap-x-5">
<ProfileImage role={role} workspace={workspace} />
<div className="p-2 rounded-lg bg-red-50 text-red-500">
<span className={`inline-block `}>
<span className="inline-block">
<Warning className="h-4 w-4 mb-1 inline-block" /> Could not
respond to message.
</span>
@ -42,6 +51,30 @@ const HistoricalMessage = ({
{error}
</p>
</div>
</div>
</div>
</div>
);
}
return (
<div
key={uuid}
className={`flex justify-center items-end w-full group ${
role === "user" ? USER_BACKGROUND_COLOR : AI_BACKGROUND_COLOR
}`}
>
<div className={`py-8 px-4 w-full flex gap-x-5 md:max-w-[80%] flex-col`}>
<div className="flex gap-x-5">
<ProfileImage role={role} workspace={workspace} />
{isEditing ? (
<EditMessageForm
role={role}
chatId={chatId}
message={message}
adjustTextArea={adjustTextArea}
saveChanges={saveEditedMessage}
/>
) : (
<span
className={`flex flex-col gap-y-1`}
@ -51,19 +84,19 @@ const HistoricalMessage = ({
/>
)}
</div>
{role === "assistant" && !error && (
<div className="flex gap-x-5">
<div className="relative w-[35px] h-[35px] rounded-full flex-shrink-0 overflow-hidden" />
<Actions
message={message}
feedbackScore={feedbackScore}
chatId={chatId}
slug={workspace?.slug}
isLastMessage={isLastMessage}
regenerateMessage={regenerateMessage}
/>
</div>
)}
<div className="flex gap-x-5">
<div className="relative w-[35px] h-[35px] rounded-full flex-shrink-0 overflow-hidden" />
<Actions
message={message}
feedbackScore={feedbackScore}
chatId={chatId}
slug={workspace?.slug}
isLastMessage={isLastMessage}
regenerateMessage={regenerateMessage}
isEditing={isEditing}
role={role}
/>
</div>
{role === "assistant" && <Citations sources={sources} />}
</div>
</div>
@ -84,8 +117,7 @@ function ProfileImage({ role, workspace }) {
}
return (
<Jazzicon
size={36}
<UserIcon
user={{
uid: role === "user" ? userFromStorage()?.username : workspace.slug,
}}

View File

@ -1,6 +1,6 @@
import { memo } from "react";
import { Warning } from "@phosphor-icons/react";
import Jazzicon from "../../../../UserIcon";
import UserIcon from "../../../../UserIcon";
import renderMarkdown from "@/utils/chat/markdown";
import Citations from "../Citation";
@ -84,7 +84,7 @@ export function WorkspaceProfileImage({ workspace }) {
);
}
return <Jazzicon size={36} user={{ uid: workspace.slug }} role="assistant" />;
return <UserIcon user={{ uid: workspace.slug }} role="assistant" />;
}
export default memo(PromptReply);

View File

@ -1,20 +1,24 @@
import HistoricalMessage from "./HistoricalMessage";
import PromptReply from "./PromptReply";
import { useEffect, useRef, useState } from "react";
import { useManageWorkspaceModal } from "../../../Modals/MangeWorkspace";
import ManageWorkspace from "../../../Modals/MangeWorkspace";
import { useManageWorkspaceModal } from "../../../Modals/ManageWorkspace";
import ManageWorkspace from "../../../Modals/ManageWorkspace";
import { ArrowDown } from "@phosphor-icons/react";
import debounce from "lodash.debounce";
import useUser from "@/hooks/useUser";
import Chartable from "./Chartable";
import Workspace from "@/models/workspace";
import { useParams } from "react-router-dom";
export default function ChatHistory({
history = [],
workspace,
sendCommand,
updateHistory,
regenerateAssistantMessage,
}) {
const { user } = useUser();
const { threadSlug = null } = useParams();
const { showing, showModal, hideModal } = useManageWorkspaceModal();
const [isAtBottom, setIsAtBottom] = useState(true);
const chatHistoryRef = useRef(null);
@ -87,6 +91,46 @@ export default function ChatHistory({
sendCommand(`${heading} ${message}`, true);
};
const saveEditedMessage = async ({ editedMessage, chatId, role }) => {
if (!editedMessage) return; // Don't save empty edits.
// if the edit was a user message, we will auto-regenerate the response and delete all
// messages post modified message
if (role === "user") {
// remove all messages after the edited message
// technically there are two chatIds per-message pair, this will split the first.
const updatedHistory = history.slice(
0,
history.findIndex((msg) => msg.chatId === chatId) + 1
);
// update last message in history to edited message
updatedHistory[updatedHistory.length - 1].content = editedMessage;
// remove all edited messages after the edited message in backend
await Workspace.deleteEditedChats(workspace.slug, threadSlug, chatId);
sendCommand(editedMessage, true, updatedHistory);
return;
}
// If role is an assistant we simply want to update the comment and save on the backend as an edit.
if (role === "assistant") {
const updatedHistory = [...history];
const targetIdx = history.findIndex(
(msg) => msg.chatId === chatId && msg.role === role
);
if (targetIdx < 0) return;
updatedHistory[targetIdx].content = editedMessage;
updateHistory(updatedHistory);
await Workspace.updateChatResponse(
workspace.slug,
threadSlug,
chatId,
editedMessage
);
return;
}
};
if (history.length === 0) {
return (
<div className="flex flex-col h-full md:mt-0 pb-44 md:pb-40 w-full justify-end items-center">
@ -172,6 +216,7 @@ export default function ChatHistory({
error={props.error}
regenerateMessage={regenerateAssistantMessage}
isLastMessage={isLastBotReply}
saveEditedMessage={saveEditedMessage}
/>
);
})}

View File

@ -240,6 +240,7 @@ export default function ChatContainer({ workspace, knownHistory = [] }) {
history={chatHistory}
workspace={workspace}
sendCommand={sendCommand}
updateHistory={setChatHistory}
regenerateAssistantMessage={regenerateAssistantMessage}
/>
<PromptInput

View File

@ -22,6 +22,7 @@ export default function WorkspaceChat({ loading, workspace }) {
const chatHistory = threadSlug
? await Workspace.threads.chatHistory(workspace.slug, threadSlug)
: await Workspace.chatHistory(workspace.slug);
setHistory(chatHistory);
setLoadingHistory(false);
}

View File

@ -90,6 +90,26 @@ const Workspace = {
return false;
});
},
deleteEditedChats: async function (slug = "", threadSlug = "", startingId) {
if (!!threadSlug)
return this.threads._deleteEditedChats(slug, threadSlug, startingId);
return this._deleteEditedChats(slug, startingId);
},
updateChatResponse: async function (
slug = "",
threadSlug = "",
chatId,
newText
) {
if (!!threadSlug)
return this.threads._updateChatResponse(
slug,
threadSlug,
chatId,
newText
);
return this._updateChatResponse(slug, chatId, newText);
},
streamChat: async function ({ slug }, message, handleChat) {
const ctrl = new AbortController();
@ -287,8 +307,6 @@ const Workspace = {
return null;
});
},
threads: WorkspaceThread,
uploadPfp: async function (formData, slug) {
return await fetch(`${API_BASE}/workspace/${slug}/upload-pfp`, {
method: "POST",
@ -336,6 +354,37 @@ const Workspace = {
return { success: false, error: e.message };
});
},
_updateChatResponse: async function (slug = "", chatId, newText) {
return await fetch(`${API_BASE}/workspace/${slug}/update-chat`, {
method: "POST",
headers: baseHeaders(),
body: JSON.stringify({ chatId, newText }),
})
.then((res) => {
if (res.ok) return true;
throw new Error("Failed to update chat.");
})
.catch((e) => {
console.log(e);
return false;
});
},
_deleteEditedChats: async function (slug = "", startingId) {
return await fetch(`${API_BASE}/workspace/${slug}/delete-edited-chats`, {
method: "DELETE",
headers: baseHeaders(),
body: JSON.stringify({ startingId }),
})
.then((res) => {
if (res.ok) return true;
throw new Error("Failed to delete chats.");
})
.catch((e) => {
console.log(e);
return false;
});
},
threads: WorkspaceThread,
};
export default Workspace;

View File

@ -163,6 +163,51 @@ const WorkspaceThread = {
}
);
},
_deleteEditedChats: async function (
workspaceSlug = "",
threadSlug = "",
startingId
) {
return await fetch(
`${API_BASE}/workspace/${workspaceSlug}/thread/${threadSlug}/delete-edited-chats`,
{
method: "DELETE",
headers: baseHeaders(),
body: JSON.stringify({ startingId }),
}
)
.then((res) => {
if (res.ok) return true;
throw new Error("Failed to delete chats.");
})
.catch((e) => {
console.log(e);
return false;
});
},
_updateChatResponse: async function (
workspaceSlug = "",
threadSlug = "",
chatId,
newText
) {
return await fetch(
`${API_BASE}/workspace/${workspaceSlug}/thread/${threadSlug}/update-chat`,
{
method: "POST",
headers: baseHeaders(),
body: JSON.stringify({ chatId, newText }),
}
)
.then((res) => {
if (res.ok) return true;
throw new Error("Failed to update chat.");
})
.catch((e) => {
console.log(e);
return false;
});
},
};
export default WorkspaceThread;

View File

@ -11,6 +11,7 @@ import OllamaLogo from "@/media/llmprovider/ollama.png";
import LMStudioLogo from "@/media/llmprovider/lmstudio.png";
import CohereLogo from "@/media/llmprovider/cohere.png";
import VoyageAiLogo from "@/media/embeddingprovider/voyageai.png";
import LiteLLMLogo from "@/media/llmprovider/litellm.png";
import PreLoader from "@/components/Preloader";
import ChangeWarningModal from "@/components/ChangeWarning";
@ -22,6 +23,7 @@ import OllamaEmbeddingOptions from "@/components/EmbeddingSelection/OllamaOption
import LMStudioEmbeddingOptions from "@/components/EmbeddingSelection/LMStudioOptions";
import CohereEmbeddingOptions from "@/components/EmbeddingSelection/CohereOptions";
import VoyageAiOptions from "@/components/EmbeddingSelection/VoyageAiOptions";
import LiteLLMOptions from "@/components/EmbeddingSelection/LiteLLMOptions";
import EmbedderItem from "@/components/EmbeddingSelection/EmbedderItem";
import { CaretUpDown, MagnifyingGlass, X } from "@phosphor-icons/react";
@ -88,6 +90,13 @@ const EMBEDDERS = [
options: (settings) => <VoyageAiOptions settings={settings} />,
description: "Run powerful embedding models from Voyage AI.",
},
{
name: "LiteLLM",
value: "litellm",
logo: LiteLLMLogo,
options: (settings) => <LiteLLMOptions settings={settings} />,
description: "Run powerful embedding models from LiteLLM.",
},
];
export default function GeneralEmbeddingPreference() {

View File

@ -301,6 +301,13 @@ export const EMBEDDING_ENGINE_PRIVACY = {
],
logo: VoyageAiLogo,
},
litellm: {
name: "LiteLLM",
description: [
"Your document text is only accessible on the server running LiteLLM and to the providers you configured in LiteLLM.",
],
logo: LiteLLMLogo,
},
};
export default function DataHandling({ setHeader, setForwardBtn, setBackBtn }) {

View File

@ -108,13 +108,10 @@ export default function handleChat(
} else if (type === "finalizeResponseStream") {
const chatIdx = _chatHistory.findIndex((chat) => chat.uuid === uuid);
if (chatIdx !== -1) {
const existingHistory = { ..._chatHistory[chatIdx] };
const updatedHistory = {
...existingHistory,
chatId, // finalize response stream only has some specific keys for data. we are explicitly listing them here.
};
_chatHistory[chatIdx] = updatedHistory;
_chatHistory[chatIdx - 1] = { ..._chatHistory[chatIdx - 1], chatId }; // update prompt with chatID
_chatHistory[chatIdx] = { ..._chatHistory[chatIdx], chatId }; // update response with chatID
}
setChatHistory([..._chatHistory]);
setLoadingResponse(false);
} else if (type === "stopGeneration") {

View File

@ -51,7 +51,7 @@ export default defineConfig({
rollupOptions: {
external: [
// Reduces transformation time by 50% and we don't even use this variant, so we can ignore.
/@phosphor-icons\/react\/dist\/ssr/,
/@phosphor-icons\/react\/dist\/ssr/
]
},
commonjsOptions: {

View File

@ -125,6 +125,12 @@ JWT_SECRET="my-random-string-for-seeding" # Please generate random string at lea
# VOYAGEAI_API_KEY=
# EMBEDDING_MODEL_PREF='voyage-large-2-instruct'
# EMBEDDING_ENGINE='litellm'
# EMBEDDING_MODEL_PREF='text-embedding-ada-002'
# EMBEDDING_MODEL_MAX_CHUNK_LENGTH=8192
# LITE_LLM_BASE_PATH='http://127.0.0.1:4000'
# LITE_LLM_API_KEY='sk-123abc'
###########################################
######## Vector Database Selection ########
###########################################

View File

@ -1,4 +1,9 @@
const { multiUserMode, userFromSession, reqBody } = require("../utils/http");
const {
multiUserMode,
userFromSession,
reqBody,
safeJsonParse,
} = require("../utils/http");
const { validatedRequest } = require("../utils/middleware/validatedRequest");
const { Telemetry } = require("../models/telemetry");
const {
@ -168,6 +173,77 @@ function workspaceThreadEndpoints(app) {
}
}
);
app.delete(
"/workspace/:slug/thread/:threadSlug/delete-edited-chats",
[
validatedRequest,
flexUserRoleValid([ROLES.all]),
validWorkspaceAndThreadSlug,
],
async (request, response) => {
try {
const { startingId } = reqBody(request);
const user = await userFromSession(request, response);
const workspace = response.locals.workspace;
const thread = response.locals.thread;
await WorkspaceChats.delete({
workspaceId: Number(workspace.id),
thread_id: Number(thread.id),
user_id: user?.id,
id: { gte: Number(startingId) },
});
response.sendStatus(200).end();
} catch (e) {
console.log(e.message, e);
response.sendStatus(500).end();
}
}
);
app.post(
"/workspace/:slug/thread/:threadSlug/update-chat",
[
validatedRequest,
flexUserRoleValid([ROLES.all]),
validWorkspaceAndThreadSlug,
],
async (request, response) => {
try {
const { chatId, newText = null } = reqBody(request);
if (!newText || !String(newText).trim())
throw new Error("Cannot save empty response");
const user = await userFromSession(request, response);
const workspace = response.locals.workspace;
const thread = response.locals.thread;
const existingChat = await WorkspaceChats.get({
workspaceId: workspace.id,
thread_id: thread.id,
user_id: user?.id,
id: Number(chatId),
});
if (!existingChat) throw new Error("Invalid chat.");
const chatResponse = safeJsonParse(existingChat.response, null);
if (!chatResponse) throw new Error("Failed to parse chat response");
await WorkspaceChats._update(existingChat.id, {
response: JSON.stringify({
...chatResponse,
text: String(newText),
}),
});
response.sendStatus(200).end();
} catch (e) {
console.log(e.message, e);
response.sendStatus(500).end();
}
}
);
}
module.exports = { workspaceThreadEndpoints };

View File

@ -380,7 +380,6 @@ function workspaceEndpoints(app) {
const history = multiUserMode(response)
? await WorkspaceChats.forWorkspaceByUser(workspace.id, user.id)
: await WorkspaceChats.forWorkspace(workspace.id);
response.status(200).json({ history: convertToChatHistory(history) });
} catch (e) {
console.log(e.message, e);
@ -420,6 +419,67 @@ function workspaceEndpoints(app) {
}
);
app.delete(
"/workspace/:slug/delete-edited-chats",
[validatedRequest, flexUserRoleValid([ROLES.all]), validWorkspaceSlug],
async (request, response) => {
try {
const { startingId } = reqBody(request);
const user = await userFromSession(request, response);
const workspace = response.locals.workspace;
await WorkspaceChats.delete({
workspaceId: workspace.id,
thread_id: null,
user_id: user?.id,
id: { gte: Number(startingId) },
});
response.sendStatus(200).end();
} catch (e) {
console.log(e.message, e);
response.sendStatus(500).end();
}
}
);
app.post(
"/workspace/:slug/update-chat",
[validatedRequest, flexUserRoleValid([ROLES.all]), validWorkspaceSlug],
async (request, response) => {
try {
const { chatId, newText = null } = reqBody(request);
if (!newText || !String(newText).trim())
throw new Error("Cannot save empty response");
const user = await userFromSession(request, response);
const workspace = response.locals.workspace;
const existingChat = await WorkspaceChats.get({
workspaceId: workspace.id,
thread_id: null,
user_id: user?.id,
id: Number(chatId),
});
if (!existingChat) throw new Error("Invalid chat.");
const chatResponse = safeJsonParse(existingChat.response, null);
if (!chatResponse) throw new Error("Failed to parse chat response");
await WorkspaceChats._update(existingChat.id, {
response: JSON.stringify({
...chatResponse,
text: String(newText),
}),
});
response.sendStatus(200).end();
} catch (e) {
console.log(e.message, e);
response.sendStatus(500).end();
}
}
);
app.post(
"/workspace/:slug/chat-feedback/:chatId",
[validatedRequest, flexUserRoleValid([ROLES.all]), validWorkspaceSlug],

View File

@ -220,6 +220,24 @@ const WorkspaceChats = {
console.error(error.message);
}
},
// Explicit update of settings + key validations.
// Only use this method when directly setting a key value
// that takes no user input for the keys being modified.
_update: async function (id = null, data = {}) {
if (!id) throw new Error("No workspace chat id provided for update");
try {
await prisma.workspace_chats.update({
where: { id },
data,
});
return true;
} catch (error) {
console.error(error.message);
return false;
}
},
};
module.exports = { WorkspaceChats };

View File

@ -12,7 +12,7 @@
"scripts": {
"dev": "NODE_ENV=development nodemon --ignore documents --ignore vector-cache --ignore storage --ignore swagger --trace-warnings index.js",
"start": "NODE_ENV=production node index.js",
"lint": "yarn prettier --write ./endpoints ./models ./utils index.js",
"lint": "yarn prettier --ignore-path ../.prettierignore --write ./endpoints ./models ./utils index.js",
"swagger": "node ./swagger/init.js",
"sqlite:migrate": "cd ./utils/prisma && node migrateFromSqlite.js"
},
@ -32,7 +32,7 @@
"@langchain/textsplitters": "0.0.0",
"@pinecone-database/pinecone": "^2.0.1",
"@prisma/client": "5.3.1",
"@qdrant/js-client-rest": "^1.4.0",
"@qdrant/js-client-rest": "^1.9.0",
"@xenova/transformers": "^2.14.0",
"@zilliz/milvus2-sdk-node": "^2.3.5",
"archiver": "^5.3.1",

View File

@ -0,0 +1,93 @@
const { toChunks, maximumChunkLength } = require("../../helpers");
class LiteLLMEmbedder {
constructor() {
const { OpenAI: OpenAIApi } = require("openai");
if (!process.env.LITE_LLM_BASE_PATH)
throw new Error(
"LiteLLM must have a valid base path to use for the api."
);
this.basePath = process.env.LITE_LLM_BASE_PATH;
this.openai = new OpenAIApi({
baseURL: this.basePath,
apiKey: process.env.LITE_LLM_API_KEY ?? null,
});
this.model = process.env.EMBEDDING_MODEL_PREF || "text-embedding-ada-002";
// Limit of how many strings we can process in a single pass to stay with resource or network limits
this.maxConcurrentChunks = 500;
this.embeddingMaxChunkLength = maximumChunkLength();
}
async embedTextInput(textInput) {
const result = await this.embedChunks(
Array.isArray(textInput) ? textInput : [textInput]
);
return result?.[0] || [];
}
async embedChunks(textChunks = []) {
// Because there is a hard POST limit on how many chunks can be sent at once to LiteLLM (~8mb)
// we concurrently execute each max batch of text chunks possible.
// Refer to constructor maxConcurrentChunks for more info.
const embeddingRequests = [];
for (const chunk of toChunks(textChunks, this.maxConcurrentChunks)) {
embeddingRequests.push(
new Promise((resolve) => {
this.openai.embeddings
.create({
model: this.model,
input: chunk,
})
.then((result) => {
resolve({ data: result?.data, error: null });
})
.catch((e) => {
e.type =
e?.response?.data?.error?.code ||
e?.response?.status ||
"failed_to_embed";
e.message = e?.response?.data?.error?.message || e.message;
resolve({ data: [], error: e });
});
})
);
}
const { data = [], error = null } = await Promise.all(
embeddingRequests
).then((results) => {
// If any errors were returned from LiteLLM abort the entire sequence because the embeddings
// will be incomplete.
const errors = results
.filter((res) => !!res.error)
.map((res) => res.error)
.flat();
if (errors.length > 0) {
let uniqueErrors = new Set();
errors.map((error) =>
uniqueErrors.add(`[${error.type}]: ${error.message}`)
);
return {
data: [],
error: Array.from(uniqueErrors).join(", "),
};
}
return {
data: results.map((res) => res?.data || []).flat(),
error: null,
};
});
if (!!error) throw new Error(`LiteLLM Failed to embed: ${error}`);
return data.length > 0 &&
data.every((embd) => embd.hasOwnProperty("embedding"))
? data.map((embd) => embd.embedding)
: null;
}
}
module.exports = {
LiteLLMEmbedder,
};

View File

@ -174,6 +174,7 @@ function convertToChatHistory(history = []) {
role: "user",
content: prompt,
sentAt: moment(createdAt).unix(),
chatId: id,
},
{
type: data?.type || "chart",

View File

@ -128,6 +128,9 @@ function getEmbeddingEngineSelection() {
case "voyageai":
const { VoyageAiEmbedder } = require("../EmbeddingEngines/voyageAi");
return new VoyageAiEmbedder();
case "litellm":
const { LiteLLMEmbedder } = require("../EmbeddingEngines/liteLLM");
return new LiteLLMEmbedder();
default:
return new NativeEmbedder();
}

View File

@ -577,6 +577,7 @@ function supportedEmbeddingModel(input = "") {
"lmstudio",
"cohere",
"voyageai",
"litellm",
];
return supported.includes(input)
? null

View File

@ -95,7 +95,7 @@ const QDrant = {
return {
name: namespace,
...collection,
vectorCount: collection.vectors_count,
vectorCount: (await client.count(namespace, { exact: true })).count,
};
},
hasNamespace: async function (namespace = null) {

View File

@ -1036,7 +1036,7 @@
resolved "https://registry.yarnpkg.com/@protobufjs/utf8/-/utf8-1.1.0.tgz#a777360b5b39a1a2e5106f8e858f2fd2d060c570"
integrity sha512-Vvn3zZrhQZkkBE8LSuW3em98c0FwgO4nxzv6OdSxPKJIEKY2bGbHn+mhGIPerzI4twdxaP8/0+06HBpwf345Lw==
"@qdrant/js-client-rest@^1.4.0":
"@qdrant/js-client-rest@^1.9.0":
version "1.9.0"
resolved "https://registry.yarnpkg.com/@qdrant/js-client-rest/-/js-client-rest-1.9.0.tgz#deef8acb520f47f9db1c1517758ccf88c12e69fe"
integrity sha512-YiX/IskbRCoAY2ujyPDI6FBcO0ygAS4pgkGaJ7DcrJFh4SZV2XHs+u0KM7mO72RWJn1eJQFF2PQwxG+401xxJg==