- added retrieval, stock and weather tools and UI
- switched to llama 3.1 for question suggestions
This commit is contained in:
zaidmukaddam 2024-08-11 18:04:33 +05:30
parent 84c6074547
commit 1f945118c5
7 changed files with 980 additions and 10 deletions

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@ -1,7 +1,7 @@
'use server';
import { generateObject } from 'ai';
import { openai } from '@ai-sdk/openai';
import { createOpenAI as createGroq } from '@ai-sdk/openai';
import { z } from 'zod';
export interface Message {
@ -9,11 +9,16 @@ export interface Message {
content: string;
}
const groq = createGroq({
baseURL: 'https://api.groq.com/openai/v1',
apiKey: process.env.GROQ_API_KEY,
});
export async function suggestQuestions(history: Message[]) {
'use server';
const { object } = await generateObject({
model: openai('gpt-4o-mini'),
model: groq('llama-3.1-70b-versatile'),
temperature: 0,
system:
`You are a search engine query generator. You 'have' to create 3 questions for the search engine based on the message history which has been provided to you.

View File

@ -2,12 +2,14 @@ import { openai } from "@ai-sdk/openai";
import { anthropic } from '@ai-sdk/anthropic'
import { convertToCoreMessages, streamText, tool } from "ai";
import { z } from "zod";
import { geolocation } from '@vercel/functions'
// Allow streaming responses up to 30 seconds
export const maxDuration = 30;
export async function POST(req: Request) {
const { messages, model } = await req.json();
const { latitude, longitude, city } = geolocation(req)
let ansmodel;
@ -22,12 +24,17 @@ export async function POST(req: Request) {
messages: convertToCoreMessages(messages),
system:
"You are an AI web search engine that helps users find information on the internet." +
"The user is located in " + city + " at latitude " + latitude + " and longitude " + longitude + "." +
"Use this geolocation data for weather tool." +
"You use the 'web_search' tool to search for information on the internet." +
"Always call the 'web_search' tool to get the information, no need to do a chain of thought or say anything else, go straight to the point." +
"Once you have found the information, you provide the user with the information you found in brief like a news paper detail." +
"The detail should be 3-5 paragraphs in 10-12 sentences, some time pointers, each with citations in the [Text](link) format always!" +
"Citations can be inline of the text like this: Hey there! [Google](https://google.com) is a search engine." +
"Do not start the responses with newline characters, always start with the first sentence." +
"When the user asks about a Stock, you should 'always' first gather news about it with web search tool, then show the chart and then write your response. Follow these steps in this order only!" +
"Never use the retrieve tool for general search. Always use it when the user provides an url! " +
"For weather related questions, use get_weather_data tool and write your response. No need to call any other tool. Put citation to OpenWeatherMaps API everytime." +
"The current date is: " +
new Date()
.toLocaleDateString("en-US", {
@ -84,6 +91,74 @@ export async function POST(req: Request) {
}
}
}),
retrieve: tool({
description: 'Retrieve the information from the web search tool.',
parameters: z.object({
url: z.string().describe('The URL to retrieve the information from.')
}),
execute: async ({ url }: { url: string }) => {
let hasError = false
let results;
try {
const response = await fetch(`https://r.jina.ai/${url}`, {
method: 'GET',
headers: {
Accept: 'application/json',
'X-With-Generated-Alt': 'true'
}
})
const json = await response.json()
if (!json.data || json.data.length === 0) {
hasError = true
} else {
// Limit the content to 5000 characters
if (json.data.content.length > 5000) {
json.data.content = json.data.content.slice(0, 5000)
}
results = {
results: [
{
title: json.data.title,
content: json.data.content,
url: json.data.url
}
],
query: '',
images: []
}
}
} catch (error) {
hasError = true
console.error('Retrieve API error:', error)
}
if (hasError || !results) {
return results
}
return results
}
}),
get_weather_data: tool({
description: "Get the weather data for the given coordinates.",
parameters: z.object({
lat: z.number().describe('The latitude of the location.'),
lon: z.number().describe('The longitude of the location.')
}),
execute: async ({ lat, lon }: { lat: number, lon: number }) => {
const apiKey = process.env.OPENWEATHER_API_KEY
const response = await fetch(`https://api.openweathermap.org/data/2.5/forecast?lat=${lat}&lon=${lon}&appid=${apiKey}`)
const data = await response.json()
return data
}
}),
stock_chart_ui: tool({
description: 'Display the stock chart for the given stock symbol after web search.',
parameters: z.object({
symbol: z.string().describe('The stock symbol to display the chart for.')
}),
}),
},
onFinish: async (event) => {
console.log(event.text);

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@ -29,6 +29,8 @@ import {
AlignLeft,
Newspaper,
Copy,
TrendingUp,
Cloud,
} from 'lucide-react';
import {
HoverCard,
@ -57,8 +59,23 @@ import {
} from "@/components/ui/dropdown-menu";
import { Input } from '@/components/ui/input';
import { Button } from '@/components/ui/button';
import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card';
import { Badge } from '@/components/ui/badge';
import StockChart from '@/components/stock-chart';
import { Line, LineChart, CartesianGrid, XAxis, YAxis, ResponsiveContainer } from "recharts";
import {
Card,
CardContent,
CardDescription,
CardFooter,
CardHeader,
CardTitle,
} from "@/components/ui/card";
import {
ChartConfig,
ChartContainer,
ChartTooltip,
ChartTooltipContent,
} from "@/components/ui/chart";
export default function Home() {
const inputRef = useRef<HTMLInputElement>(null);
@ -78,7 +95,7 @@ export default function Home() {
body: {
model: selectedModel === 'Speed' ? 'gpt-4o-mini' : selectedModel === 'Quality (GPT)' ? 'gpt-4o' : 'claude-3-5-sonnet-20240620',
},
maxToolRoundtrips: 1,
maxToolRoundtrips: 2,
onFinish: async (message, { finishReason }) => {
if (finishReason === 'stop') {
const newHistory: Message[] = [{ role: "user", content: lastSubmittedQuery, }, { role: "assistant", content: message.content }];
@ -87,6 +104,11 @@ export default function Home() {
}
setIsAnimating(false);
},
onToolCall({ toolCall, }) {
if (toolCall.toolName === 'stock_chart_ui') {
return 'Stock chart was shown to the user.';
}
},
onError: (error) => {
console.error("Chat error:", error);
toast.error("An error occurred. Please try again.");
@ -189,11 +211,180 @@ export default function Home() {
);
}
interface WeatherDataPoint {
date: string;
minTemp: number;
maxTemp: number;
}
const WeatherChart: React.FC<{ result: any }> = React.memo(({ result }) => {
const { chartData, minTemp, maxTemp } = useMemo(() => {
const weatherData: WeatherDataPoint[] = result.list.map((item: any) => ({
date: new Date(item.dt * 1000).toLocaleDateString(),
minTemp: Number((item.main.temp_min - 273.15).toFixed(1)),
maxTemp: Number((item.main.temp_max - 273.15).toFixed(1)),
}));
// Group data by date and calculate min and max temperatures
const groupedData: { [key: string]: WeatherDataPoint } = weatherData.reduce((acc, curr) => {
if (!acc[curr.date]) {
acc[curr.date] = { ...curr };
} else {
acc[curr.date].minTemp = Math.min(acc[curr.date].minTemp, curr.minTemp);
acc[curr.date].maxTemp = Math.max(acc[curr.date].maxTemp, curr.maxTemp);
}
return acc;
}, {} as { [key: string]: WeatherDataPoint });
const chartData = Object.values(groupedData);
// Calculate overall min and max temperatures
const minTemp = Math.min(...chartData.map(d => d.minTemp));
const maxTemp = Math.max(...chartData.map(d => d.maxTemp));
return { chartData, minTemp, maxTemp };
}, [result]);
const chartConfig: ChartConfig = useMemo(() => ({
minTemp: {
label: "Min Temp.",
color: "hsl(var(--chart-1))",
},
maxTemp: {
label: "Max Temp.",
color: "hsl(var(--chart-2))",
},
}), []);
return (
<Card className="my-4 shadow-none">
<CardHeader>
<CardTitle>Weather Forecast for {result.city.name}</CardTitle>
<CardDescription>
Showing min and max temperatures for the next 5 days
</CardDescription>
</CardHeader>
<CardContent>
<ChartContainer config={chartConfig}>
<ResponsiveContainer width="100%" height={300}>
<LineChart
data={chartData}
margin={{ top: 10, right: 30, left: 0, bottom: 0 }}
>
<CartesianGrid strokeDasharray="3 3" />
<XAxis
dataKey="date"
tickFormatter={(value) => new Date(value).toLocaleDateString(undefined, { month: 'short', day: 'numeric' })}
/>
<YAxis
domain={[Math.floor(minTemp) - 2, Math.ceil(maxTemp) + 2]}
tickFormatter={(value) => `${value}°C`}
/>
<ChartTooltip content={<ChartTooltipContent />} />
<Line
type="monotone"
dataKey="minTemp"
stroke="var(--color-minTemp)"
strokeWidth={2}
dot={false}
name="Min Temp."
/>
<Line
type="monotone"
dataKey="maxTemp"
stroke="var(--color-maxTemp)"
strokeWidth={2}
dot={false}
name="Max Temp."
/>
</LineChart>
</ResponsiveContainer>
</ChartContainer>
</CardContent>
<CardFooter>
<div className="flex w-full items-start gap-2 text-sm">
<div className="grid gap-2">
<div className="flex items-center gap-2 font-medium leading-none">
{result.city.name}, {result.city.country}
</div>
<div className="flex items-center gap-2 leading-none text-muted-foreground">
Next 5 days forecast
</div>
</div>
</div>
</CardFooter>
</Card>
);
});
WeatherChart.displayName = 'WeatherChart';
const renderToolInvocation = (toolInvocation: ToolInvocation, index: number) => {
const args = JSON.parse(JSON.stringify(toolInvocation.args));
const result = 'result' in toolInvocation ? JSON.parse(JSON.stringify(toolInvocation.result)) : null;
if (toolInvocation.toolName === 'stock_chart_ui') {
return (
<div className="my-4">
<div className="flex items-center gap-2 mb-2">
<TrendingUp className="h-5 w-5 text-primary" />
<h2 className="font-semibold text-base">{args.symbol}</h2>
</div>
<Card className='!border-none !shadow-none !bg-none'>
<CardContent className="p-0">
<StockChart props={args.symbol} />
</CardContent>
</Card>
</div>
);
}
if (toolInvocation.toolName === 'get_weather_data') {
if (!result) {
return (
<div className="flex items-center justify-between w-full">
<div className="flex items-center gap-2">
<Cloud className="h-5 w-5 text-neutral-700 animate-pulse" />
<span className="text-neutral-700 text-lg">Fetching weather data...</span>
</div>
<div className="flex space-x-1">
{[0, 1, 2].map((index) => (
<motion.div
key={index}
className="w-2 h-2 bg-muted-foreground rounded-full"
initial={{ opacity: 0.3 }}
animate={{ opacity: 1 }}
transition={{
repeat: Infinity,
duration: 0.8,
delay: index * 0.2,
repeatType: "reverse",
}}
/>
))}
</div>
</div>
);
}
if (isLoading) {
return (
<Card className="my-4 shadow-none">
<CardHeader>
<CardTitle className="h-6 w-3/4 bg-gray-200 rounded animate-pulse" />
</CardHeader>
<CardContent>
<div className="h-[300px] bg-gray-200 rounded animate-pulse" />
</CardContent>
</Card>
);
}
return <WeatherChart result={result} />;
}
return (
<div>
{!result ? (
@ -403,9 +594,9 @@ export default function Home() {
}, [append, setMessages]);
const exampleQueries = [
"Meta Llama 3.1 405B",
"Weather in Doha",
"Latest on Paris Olympics",
"What is Github Models?",
"Summary: https://openai.com/index/gpt-4o-system-card/",
"OpenAI GPT-4o mini"
];

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@ -0,0 +1,85 @@
/* eslint-disable react-hooks/exhaustive-deps */
// from https://github.com/bklieger-groq/stockbot-on-groq/blob/main/components/tradingview/stock-chart.tsx
'use client'
import React, { useEffect, useRef, memo } from 'react'
export function StockChart({ props: symbol }: { props: string }) {
const container = useRef<HTMLDivElement>(null)
useEffect(() => {
if (!container.current) return
const script = document.createElement('script')
script.src =
'https://s3.tradingview.com/external-embedding/embed-widget-advanced-chart.js'
script.type = 'text/javascript'
script.async = true
script.innerHTML = JSON.stringify({
autosize: true,
symbol: symbol,
interval: 'D',
timezone: 'Etc/UTC',
theme: 'light',
style: '1',
locale: 'en',
backgroundColor: 'rgba(255, 255, 255, 1)',
gridColor: 'rgba(247, 247, 247, 1)',
withdateranges: true,
hide_side_toolbar: false,
allow_symbol_change: true,
calendar: false,
hide_top_toolbar: true,
support_host: 'https://www.tradingview.com'
})
container.current.appendChild(script)
return () => {
if (container.current) {
container.current.removeChild(script)
}
}
}, [symbol])
return (
<div style={{ height: '500px' }}>
<div
className="tradingview-widget-container"
ref={container}
style={{ height: '100%', width: '100%', position: 'relative' }}
>
<div
className="tradingview-widget-container__widget"
style={{
height: 'calc(100% - 32px)',
width: '100%',
borderRadius: '1rem',
overflow: 'hidden'
}}
></div>
<div
className="tradingview-widget-copyright"
style={{
position: 'absolute',
bottom: 0,
left: 0,
right: 0,
padding: '4px',
textAlign: 'center',
fontSize: '12px'
}}
>
<a
href="https://www.tradingview.com/"
rel="noopener nofollow"
target="_blank"
>
<span className="">Track all markets on TradingView</span>
</a>
</div>
</div>
</div>
)
}
export default memo(StockChart)

370
components/ui/chart.tsx Normal file
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@ -0,0 +1,370 @@
"use client"
import * as React from "react"
import * as RechartsPrimitive from "recharts"
import {
NameType,
Payload,
ValueType,
} from "recharts/types/component/DefaultTooltipContent"
import { cn } from "@/lib/utils"
// Format: { THEME_NAME: CSS_SELECTOR }
const THEMES = { light: "", dark: ".dark" } as const
export type ChartConfig = {
[k in string]: {
label?: React.ReactNode
icon?: React.ComponentType
} & (
| { color?: string; theme?: never }
| { color?: never; theme: Record<keyof typeof THEMES, string> }
)
}
type ChartContextProps = {
config: ChartConfig
}
const ChartContext = React.createContext<ChartContextProps | null>(null)
function useChart() {
const context = React.useContext(ChartContext)
if (!context) {
throw new Error("useChart must be used within a <ChartContainer />")
}
return context
}
const ChartContainer = React.forwardRef<
HTMLDivElement,
React.ComponentProps<"div"> & {
config: ChartConfig
children: React.ComponentProps<
typeof RechartsPrimitive.ResponsiveContainer
>["children"]
}
>(({ id, className, children, config, ...props }, ref) => {
const uniqueId = React.useId()
const chartId = `chart-${id || uniqueId.replace(/:/g, "")}`
return (
<ChartContext.Provider value={{ config }}>
<div
data-chart={chartId}
ref={ref}
className={cn(
"flex aspect-video justify-center text-xs [&_.recharts-cartesian-axis-tick_text]:fill-muted-foreground [&_.recharts-cartesian-grid_line[stroke='#ccc']]:stroke-border/50 [&_.recharts-curve.recharts-tooltip-cursor]:stroke-border [&_.recharts-dot[stroke='#fff']]:stroke-transparent [&_.recharts-layer]:outline-none [&_.recharts-polar-grid_[stroke='#ccc']]:stroke-border [&_.recharts-radial-bar-background-sector]:fill-muted [&_.recharts-rectangle.recharts-tooltip-cursor]:fill-muted [&_.recharts-reference-line_[stroke='#ccc']]:stroke-border [&_.recharts-sector[stroke='#fff']]:stroke-transparent [&_.recharts-sector]:outline-none [&_.recharts-surface]:outline-none",
className
)}
{...props}
>
<ChartStyle id={chartId} config={config} />
<RechartsPrimitive.ResponsiveContainer>
{children}
</RechartsPrimitive.ResponsiveContainer>
</div>
</ChartContext.Provider>
)
})
ChartContainer.displayName = "Chart"
const ChartStyle = ({ id, config }: { id: string; config: ChartConfig }) => {
const colorConfig = Object.entries(config).filter(
([_, config]) => config.theme || config.color
)
if (!colorConfig.length) {
return null
}
return (
<style
dangerouslySetInnerHTML={{
__html: Object.entries(THEMES)
.map(
([theme, prefix]) => `
${prefix} [data-chart=${id}] {
${colorConfig
.map(([key, itemConfig]) => {
const color =
itemConfig.theme?.[theme as keyof typeof itemConfig.theme] ||
itemConfig.color
return color ? ` --color-${key}: ${color};` : null
})
.join("\n")}
}
`
)
.join("\n"),
}}
/>
)
}
const ChartTooltip = RechartsPrimitive.Tooltip
const ChartTooltipContent = React.forwardRef<
HTMLDivElement,
React.ComponentProps<typeof RechartsPrimitive.Tooltip> &
React.ComponentProps<"div"> & {
hideLabel?: boolean
hideIndicator?: boolean
indicator?: "line" | "dot" | "dashed"
nameKey?: string
labelKey?: string
}
>(
(
{
active,
payload,
className,
indicator = "dot",
hideLabel = false,
hideIndicator = false,
label,
labelFormatter,
labelClassName,
formatter,
color,
nameKey,
labelKey,
},
ref
) => {
const { config } = useChart()
const tooltipLabel = React.useMemo(() => {
if (hideLabel || !payload?.length) {
return null
}
const [item] = payload
const key = `${labelKey || item.dataKey || item.name || "value"}`
const itemConfig = getPayloadConfigFromPayload(config, item, key)
const value =
!labelKey && typeof label === "string"
? config[label as keyof typeof config]?.label || label
: itemConfig?.label
if (labelFormatter) {
return (
<div className={cn("font-medium", labelClassName)}>
{labelFormatter(value, payload)}
</div>
)
}
if (!value) {
return null
}
return <div className={cn("font-medium", labelClassName)}>{value}</div>
}, [
label,
labelFormatter,
payload,
hideLabel,
labelClassName,
config,
labelKey,
])
if (!active || !payload?.length) {
return null
}
const nestLabel = payload.length === 1 && indicator !== "dot"
return (
<div
ref={ref}
className={cn(
"grid min-w-[8rem] items-start gap-1.5 rounded-lg border border-border/50 bg-background px-2.5 py-1.5 text-xs shadow-xl",
className
)}
>
{!nestLabel ? tooltipLabel : null}
<div className="grid gap-1.5">
{payload.map((item, index) => {
const key = `${nameKey || item.name || item.dataKey || "value"}`
const itemConfig = getPayloadConfigFromPayload(config, item, key)
const indicatorColor = color || item.payload.fill || item.color
return (
<div
key={item.dataKey}
className={cn(
"flex w-full flex-wrap items-stretch gap-2 [&>svg]:h-2.5 [&>svg]:w-2.5 [&>svg]:text-muted-foreground",
indicator === "dot" && "items-center"
)}
>
{formatter && item?.value !== undefined && item.name ? (
formatter(item.value, item.name, item, index, item.payload)
) : (
<>
{itemConfig?.icon ? (
<itemConfig.icon />
) : (
!hideIndicator && (
<div
className={cn(
"shrink-0 rounded-[2px] border-[--color-border] bg-[--color-bg]",
{
"h-2.5 w-2.5": indicator === "dot",
"w-1": indicator === "line",
"w-0 border-[1.5px] border-dashed bg-transparent":
indicator === "dashed",
"my-0.5": nestLabel && indicator === "dashed",
}
)}
style={
{
"--color-bg": indicatorColor,
"--color-border": indicatorColor,
} as React.CSSProperties
}
/>
)
)}
<div
className={cn(
"flex flex-1 justify-between leading-none",
nestLabel ? "items-end" : "items-center"
)}
>
<div className="grid gap-1.5">
{nestLabel ? tooltipLabel : null}
<span className="text-muted-foreground">
{itemConfig?.label || item.name}
</span>
</div>
{item.value && (
<span className="font-mono font-medium tabular-nums text-foreground">
{item.value.toLocaleString()}
</span>
)}
</div>
</>
)}
</div>
)
})}
</div>
</div>
)
}
)
ChartTooltipContent.displayName = "ChartTooltip"
const ChartLegend = RechartsPrimitive.Legend
const ChartLegendContent = React.forwardRef<
HTMLDivElement,
React.ComponentProps<"div"> &
Pick<RechartsPrimitive.LegendProps, "payload" | "verticalAlign"> & {
hideIcon?: boolean
nameKey?: string
}
>(
(
{ className, hideIcon = false, payload, verticalAlign = "bottom", nameKey },
ref
) => {
const { config } = useChart()
if (!payload?.length) {
return null
}
return (
<div
ref={ref}
className={cn(
"flex items-center justify-center gap-4",
verticalAlign === "top" ? "pb-3" : "pt-3",
className
)}
>
{payload.map((item) => {
const key = `${nameKey || item.dataKey || "value"}`
const itemConfig = getPayloadConfigFromPayload(config, item, key)
return (
<div
key={item.value}
className={cn(
"flex items-center gap-1.5 [&>svg]:h-3 [&>svg]:w-3 [&>svg]:text-muted-foreground"
)}
>
{itemConfig?.icon && !hideIcon ? (
<itemConfig.icon />
) : (
<div
className="h-2 w-2 shrink-0 rounded-[2px]"
style={{
backgroundColor: item.color,
}}
/>
)}
{itemConfig?.label}
</div>
)
})}
</div>
)
}
)
ChartLegendContent.displayName = "ChartLegend"
// Helper to extract item config from a payload.
function getPayloadConfigFromPayload(
config: ChartConfig,
payload: unknown,
key: string
) {
if (typeof payload !== "object" || payload === null) {
return undefined
}
const payloadPayload =
"payload" in payload &&
typeof payload.payload === "object" &&
payload.payload !== null
? payload.payload
: undefined
let configLabelKey: string = key
if (
key in payload &&
typeof payload[key as keyof typeof payload] === "string"
) {
configLabelKey = payload[key as keyof typeof payload] as string
} else if (
payloadPayload &&
key in payloadPayload &&
typeof payloadPayload[key as keyof typeof payloadPayload] === "string"
) {
configLabelKey = payloadPayload[
key as keyof typeof payloadPayload
] as string
}
return configLabelKey in config
? config[configLabelKey]
: config[key as keyof typeof config]
}
export {
ChartContainer,
ChartTooltip,
ChartTooltipContent,
ChartLegend,
ChartLegendContent,
ChartStyle,
}

View File

@ -20,6 +20,7 @@
"@radix-ui/react-slot": "^1.1.0",
"@tailwindcss/typography": "^0.5.13",
"@vercel/analytics": "^1.3.1",
"@vercel/functions": "^1.4.0",
"ai": "latest",
"class-variance-authority": "^0.7.0",
"clsx": "^2.1.1",
@ -30,6 +31,7 @@
"react": "^18",
"react-dom": "^18",
"react-markdown": "^9.0.1",
"recharts": "^2.12.7",
"remark-gfm": "^4.0.0",
"sonner": "^1.5.0",
"tailwind-merge": "^2.4.0",

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@ -38,6 +38,9 @@ dependencies:
'@vercel/analytics':
specifier: ^1.3.1
version: 1.3.1(next@14.2.5)(react@18.3.1)
'@vercel/functions':
specifier: ^1.4.0
version: 1.4.0
ai:
specifier: latest
version: 3.3.5(react@18.3.1)(svelte@4.2.18)(vue@3.4.35)(zod@3.23.8)
@ -68,6 +71,9 @@ dependencies:
react-markdown:
specifier: ^9.0.1
version: 9.0.1(@types/react@18.3.3)(react@18.3.1)
recharts:
specifier: ^2.12.7
version: 2.12.7(react-dom@18.3.1)(react@18.3.1)
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