Update dependencies and fix styling issues

This commit is contained in:
n4ze3m
2024-02-07 00:11:07 +05:30
parent a66d8a8418
commit 58966355c3
21 changed files with 1175 additions and 51 deletions

View File

@@ -0,0 +1,306 @@
import React from "react"
import { cleanUrl } from "~libs/clean-url"
import { getOllamaURL, systemPromptForNonRag } from "~services/ollama"
import { type ChatHistory, type Message } from "~store/option"
import { ChatOllama } from "@langchain/community/chat_models/ollama"
import {
HumanMessage,
AIMessage,
type MessageContent,
SystemMessage
} from "@langchain/core/messages"
import { useStoreMessageOption } from "~store/option"
import { saveHistory, saveMessage } from "~libs/db"
export type BotResponse = {
bot: {
text: string
sourceDocuments: any[]
}
history: ChatHistory
history_id: string
}
const generateHistory = (
messages: {
role: "user" | "assistant" | "system"
content: string
image?: string
}[]
) => {
let history = []
for (const message of messages) {
if (message.role === "user") {
let content: MessageContent = [
{
type: "text",
text: message.content
}
]
if (message.image) {
content = [
{
type: "image_url",
image_url: message.image
},
{
type: "text",
text: message.content
}
]
}
history.push(
new HumanMessage({
content: content
})
)
} else if (message.role === "assistant") {
history.push(
new AIMessage({
content: [
{
type: "text",
text: message.content
}
]
})
)
}
}
return history
}
export const useMessageOption = () => {
const {
history,
messages,
setHistory,
setMessages,
setStreaming,
streaming,
setIsFirstMessage,
historyId,
setHistoryId,
isLoading,
setIsLoading,
isProcessing,
setIsProcessing,
selectedModel,
setSelectedModel,
chatMode,
setChatMode
} = useStoreMessageOption()
const abortControllerRef = React.useRef<AbortController | null>(null)
const clearChat = () => {
stopStreamingRequest()
setMessages([])
setHistory([])
setHistoryId(null)
setIsFirstMessage(true)
setIsLoading(false)
setIsProcessing(false)
setStreaming(false)
}
const normalChatMode = async (message: string, image: string) => {
const url = await getOllamaURL()
if (image.length > 0) {
image = `data:image/jpeg;base64,${image.split(",")[1]}`
}
abortControllerRef.current = new AbortController()
const ollama = new ChatOllama({
model: selectedModel,
baseUrl: cleanUrl(url)
})
let newMessage: Message[] = [
...messages,
{
isBot: false,
name: "You",
message,
sources: [],
images: [image]
},
{
isBot: true,
name: selectedModel,
message: "▋",
sources: []
}
]
const appendingIndex = newMessage.length - 1
setMessages(newMessage)
try {
const prompt = await systemPromptForNonRag()
message = message.trim().replaceAll("\n", " ")
let humanMessage = new HumanMessage({
content: [
{
text: message,
type: "text"
}
]
})
if (image.length > 0) {
humanMessage = new HumanMessage({
content: [
{
text: message,
type: "text"
},
{
image_url: image,
type: "image_url"
}
]
})
}
const applicationChatHistory = generateHistory(history)
if (prompt) {
applicationChatHistory.unshift(
new SystemMessage({
content: [
{
text: prompt,
type: "text"
}
]
})
)
}
const chunks = await ollama.stream(
[...applicationChatHistory, humanMessage],
{
signal: abortControllerRef.current.signal
}
)
let count = 0
for await (const chunk of chunks) {
if (count === 0) {
setIsProcessing(true)
newMessage[appendingIndex].message = chunk.content + "▋"
setMessages(newMessage)
} else {
newMessage[appendingIndex].message =
newMessage[appendingIndex].message.slice(0, -1) +
chunk.content +
"▋"
setMessages(newMessage)
}
count++
}
newMessage[appendingIndex].message = newMessage[
appendingIndex
].message.slice(0, -1)
setHistory([
...history,
{
role: "user",
content: message,
image
},
{
role: "assistant",
content: newMessage[appendingIndex].message
}
])
if (historyId) {
await saveMessage(historyId, selectedModel, "user", message, [image])
await saveMessage(
historyId,
selectedModel,
"assistant",
newMessage[appendingIndex].message,
[]
)
} else {
const newHistoryId = await saveHistory(message)
await saveMessage(newHistoryId.id, selectedModel, "user", message, [
image
])
await saveMessage(
newHistoryId.id,
selectedModel,
"assistant",
newMessage[appendingIndex].message,
[]
)
setHistoryId(newHistoryId.id)
}
setIsProcessing(false)
} catch (e) {
setIsProcessing(false)
setStreaming(false)
setMessages([
...messages,
{
isBot: true,
name: selectedModel,
message: `Something went wrong. Check out the following logs:
\`\`\`
${e?.message}
\`\`\`
`,
sources: []
}
])
}
}
const onSubmit = async ({
message,
image
}: {
message: string
image: string
}) => {
await normalChatMode(message, image)
}
const stopStreamingRequest = () => {
if (abortControllerRef.current) {
abortControllerRef.current.abort()
abortControllerRef.current = null
}
}
return {
messages,
setMessages,
onSubmit,
setStreaming,
streaming,
setHistory,
historyId,
setHistoryId,
setIsFirstMessage,
isLoading,
setIsLoading,
isProcessing,
stopStreamingRequest,
clearChat,
selectedModel,
setSelectedModel,
chatMode,
setChatMode
}
}