web-llm-embed / src /components /ChatWindow.jsx
matt HOFFNER
less langchain more chroma
8c64b1d
raw
history blame
6.87 kB
import useLLM from "@react-llm/headless";
import Image from "next/image";
import { useCallback, useEffect, useState } from "react";
import MessageList from './MessageList';
import {FileLoader} from './FileLoader';
import Loader from "./Loader";
const {ChromaClient} = require('chromadb');
const client = new ChromaClient();
function ChatWindow({
stopStrings,
maxTokens,
}) {
const { loadingStatus, send, isGenerating, setOnMessage } = useLLM();
const [fileId, setFileId] = useState();
const [userInput, setUserInput] = useState("");
const handleChange = (event) => {
setUserInput(event.target.value);
};
const isReady = loadingStatus.progress === 1;
const handleSubmit = useCallback(async () => {
if (isGenerating || !isReady) {
return;
}
if (fileId) {
// const fileContents = await db.docs.get(fileId);
const collection = await client.getCollection("docs")
const result = await collection.query({
nResults: 2,
queryTexts: [userPrompt]
});
console.log(result);
const qaPrompt =
`You are an AI assistant providing helpful advice. You are given the following extracted parts of a long document and a question. Provide a conversational answer based on the context provided.
You should only provide hyperlinks that reference the context below. Do NOT make up hyperlinks.
If you can't find the answer in the context below, just say "Hmm, I'm not sure." Don't try to make up an answer.
If the question is not related to the context, politely respond that you are tuned to only answer questions that are related to the context.
Question: ${userInput}
=========
${result}
=========
Answer:
`
send(qaPrompt, maxTokens, stopStrings);
} else {
send(userInput, maxTokens, stopStrings);
}
setUserInput("");
}, [
userInput,
send,
isGenerating,
isReady,
maxTokens,
stopStrings
]);
useEffect(() => {
const handleKeyPress = (event) => {
if (event.key === "Enter") {
event.preventDefault();
handleSubmit();
}
};
window.addEventListener("keydown", handleKeyPress);
return () => {
window.removeEventListener("keydown", handleKeyPress);
};
}, [handleSubmit]);
const loadFile = async () => {
console.log('test');
}
useEffect(() => {
loadFile();
}, [fileId])
return (
<div className="window sm:w-[500px] w-full">
<div className="window-content w-full">
<div className="flex flex-col w-full">
<MessageList
screenName={"me"}
assistantScreenName={"vicuna"}
/>
{/* <Separator /> */}
<div className="h-4" />
{isReady && (
<div>
<form onSubmit={handleSubmit}>
<div className="flex">
<input
style={{ width: '95%', padding: '10px'}}
value={userInput}
placeholder="Say something..."
onChange={handleChange}
/>
</div>
</form>
<div className="h-4">
{isGenerating && (
<span>is typing...</span>
)}
</div>
<div className="flex justify-start m-2">
<div>
<div>
<button
onClick={handleSubmit}
className="submit"
style={{ height: "65px", width: "65px", float: "right" }}
>
<Image
src="data:image/png;base64,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"
alt="Send Message"
style={{
filter:
!isReady || isGenerating
? "grayscale(100%)"
: undefined,
}}
width="40"
height="40"
/>
</button>
<FileLoader setFileId={setFileId} />
</div>
<div
className="w-full h-1 mt-2"
style={{
backgroundColor:
!isReady || isGenerating ? "red" : "green",
width: "100%",
height: "5px",
marginTop: "2px",
}}
></div>
</div>
</div>
</div>
)}
{!isReady && <Loader />}
{fileId && <div>loaded {fileId}</div>}
</div>
</div>
</div>
);
}
export default ChatWindow;