build(ui): dropdown for known provider models

This commit is contained in:
Krrish Dholakia 2024-04-12 11:17:09 -07:00
parent bdb32a0f42
commit 7ee17c97e7
12 changed files with 80 additions and 23 deletions

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View file

@ -15,7 +15,7 @@ import {
} from "@tremor/react";
import { TabPanel, TabPanels, TabGroup, TabList, Tab, TextInput } from "@tremor/react";
import { Select, SelectItem } from "@tremor/react";
import { modelInfoCall, userGetRequesedtModelsCall, modelMetricsCall, modelCreateCall, Model } from "./networking";
import { modelInfoCall, userGetRequesedtModelsCall, modelMetricsCall, modelCreateCall, Model, modelCostMap } from "./networking";
import { BarChart } from "@tremor/react";
import {
Button as Button2,
@ -55,13 +55,13 @@ enum Providers {
OpenAI_Compatible = "OpenAI-Compatible Endpoints (Groq, Together AI, Mistral AI, etc.)"
}
const provider_map: Record<Providers, string> = {
[Providers.OpenAI]: "",
[Providers.Azure]: "azure/",
[Providers.Anthropic]: "",
[Providers.Google_AI_Studio]: "gemini/",
[Providers.Bedrock]: "bedrock/",
[Providers.OpenAI_Compatible]: "openai/"
const provider_map: Record <string, string> = {
"OpenAI": "openai",
"Azure": "azure",
"Anthropic": "anthropic",
"Google_AI_Studio": "gemini",
"Bedrock": "bedrock",
"OpenAI_Compatible": "openai"
};
const ModelDashboard: React.FC<ModelDashboardProps> = ({
@ -74,8 +74,12 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
const [modelMetrics, setModelMetrics] = useState<any[]>([]);
const [pendingRequests, setPendingRequests] = useState<any[]>([]);
const [form] = Form.useForm();
const [modelMap, setModelMap] = useState<any>(null);
const [providerModels, setProviderModels] = useState<Array<string>>([]); // Explicitly typing providerModels as a string array
const providers: Providers[] = [Providers.OpenAI, Providers.Azure, Providers.Anthropic, Providers.Google_AI_Studio, Providers.Bedrock, Providers.OpenAI_Compatible]
const [selectedProvider, setSelectedProvider] = useState<String>("OpenAI");
useEffect(() => {
@ -116,6 +120,15 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
if (accessToken && token && userRole && userID) {
fetchData();
}
const fetchModelMap = async () => {
const data = await modelCostMap()
console.log(`received model cost map data: ${Object.keys(data)}`)
setModelMap(data)
}
if (modelMap == null) {
fetchModelMap()
}
}, [accessToken, token, userRole, userID]);
if (!modelData) {
@ -195,6 +208,24 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
);
}
const setProviderModelsFn = (provider: string) => {
console.log(`received provider string: ${provider}`)
const providerEnumValue = Providers[provider as keyof typeof Providers];
console.log(`received providerEnumValue: ${providerEnumValue}`)
const mappingResult = provider_map[providerEnumValue]; // Get the corresponding value from the mapping
console.log(`mappingResult: ${mappingResult}`)
let _providerModels: Array<string> = []
if (typeof modelMap === 'object') {
Object.entries(modelMap).forEach(([key, value]) => {
if (value !== null && typeof value === 'object' && "litellm_provider" in value && value["litellm_provider"] === mappingResult) {
_providerModels.push(key);
}
});
}
setProviderModels(_providerModels)
console.log(`providerModels: ${providerModels}`);
}
const handleSubmit = async (formValues: Record<string, any>) => {
try {
@ -210,9 +241,10 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
modelName = modelName + value
}
else if (key == "custom_llm_provider") {
const providerEnumValue = Providers[value as keyof typeof Providers];
const mappingResult = provider_map[providerEnumValue]; // Get the corresponding value from the mapping
modelName = mappingResult + modelName
// const providerEnumValue = Providers[value as keyof typeof Providers];
// const mappingResult = provider_map[providerEnumValue]; // Get the corresponding value from the mapping
// modelName = mappingResult + "/" + modelName
continue
}
// Check if key is "base_model"
@ -278,7 +310,7 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
};
console.log(`selectedProvider: ${selectedProvider}`)
console.log(`providerModels.length: ${providerModels.length}`)
return (
<div style={{ width: "100%", height: "100%"}}>
<TabGroup className="gap-2 p-8 h-[75vh] w-full mt-2">
@ -389,6 +421,7 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
key={index}
value={provider}
onClick={() => {
setProviderModelsFn(provider);
setSelectedProvider(provider);
}}
>
@ -405,7 +438,20 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
<Col span={10}><Text className="mb-3 mt-1">Model name your users will pass in. Also used for <Link href="https://docs.litellm.ai/docs/proxy/reliability#step-1---set-deployments-on-config" target="_blank">loadbalancing.</Link></Text></Col>
</Row>
<Form.Item rules={[{ required: true, message: 'Required' }]} label="LiteLLM Model Name" name="model" tooltip="Actual model name used for making litellm.completion() call." className="mb-0">
<TextInput placeholder="gpt-3.5-turbo-0125"/>
{
providerModels.length > 0 ?
<Select value={providerModels[0].toString()}>
{providerModels.map((model, index) => (
<SelectItem
key={index}
value={model}
>
{model}
</SelectItem>
))}
</Select>
: <TextInput placeholder="gpt-3.5-turbo-0125"/>
}
</Form.Item>
<Row>
<Col span={10}></Col>
@ -424,7 +470,6 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
selectedProvider == Providers.OpenAI && <Form.Item
label="Organization ID"
name="organization_id"
className="mb-0"
>
<TextInput placeholder="[OPTIONAL] my-unique-org"/>
</Form.Item>

View file

@ -12,6 +12,18 @@ export interface Model {
model_info: Object | null;
}
export const modelCostMap = async () => {
try {
const response = await fetch('https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json');
const jsonData = await response.json();
console.log(`received data: ${jsonData}`)
return jsonData
} catch (error) {
console.error("Failed to get model cost map:", error);
throw error;
}
}
export const modelCreateCall = async (
accessToken: string,
formValues: Model