feat(ui): add models via ui

adds ability to add models via ui to the proxy. also fixes additional bugs around new /model/new endpoint
This commit is contained in:
Krrish Dholakia 2024-04-04 18:56:20 -07:00
parent 2472311a3f
commit e3c2bdef4d
34 changed files with 333 additions and 108 deletions

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@ -2407,12 +2407,13 @@ class ProxyConfig:
if isinstance(_litellm_params, dict):
# decrypt values
for k, v in _litellm_params.items():
# decode base64
decoded_b64 = base64.b64decode(v)
# decrypt value
_litellm_params[k] = decrypt_value(
value=decoded_b64, master_key=master_key
)
if isinstance(v, str):
# decode base64
decoded_b64 = base64.b64decode(v)
# decrypt value
_litellm_params[k] = decrypt_value(
value=decoded_b64, master_key=master_key
)
_litellm_params = LiteLLM_Params(**_litellm_params)
else:
raise Exception(
@ -6769,7 +6770,7 @@ async def info_budget(data: BudgetRequest):
dependencies=[Depends(user_api_key_auth)],
)
async def add_new_model(
model_params: ModelParams,
model_params: Deployment,
user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
):
global llm_router, llm_model_list, general_settings, user_config_file_path, proxy_config, prisma_client, master_key
@ -6793,15 +6794,19 @@ async def add_new_model(
- store keys separately
"""
# encrypt litellm params #
for k, v in model_params.litellm_params.items():
encrypted_value = encrypt_value(value=v, master_key=master_key) # type: ignore
model_params.litellm_params[k] = base64.b64encode(
encrypted_value
).decode("utf-8")
_litellm_params_dict = model_params.litellm_params.model_dump(
exclude_none=True
)
for k, v in _litellm_params_dict.items():
if isinstance(v, str):
encrypted_value = encrypt_value(value=v, master_key=master_key) # type: ignore
model_params.litellm_params[k] = base64.b64encode(
encrypted_value
).decode("utf-8")
await prisma_client.db.litellm_proxymodeltable.create(
data={
"model_name": model_params.model_name,
"litellm_params": json.dumps(model_params.litellm_params), # type: ignore
"litellm_params": model_params.litellm_params.model_dump_json(exclude_none=True), # type: ignore
"model_info": model_params.model_info.model_dump_json( # type: ignore
exclude_none=True
),
@ -6852,10 +6857,18 @@ async def model_info_v2(
"""
global llm_model_list, general_settings, user_config_file_path, proxy_config
if llm_model_list is None or not isinstance(llm_model_list, list):
raise HTTPException(
status_code=500,
detail={
"error": f"Invalid llm model list. llm_model_list={llm_model_list}"
},
)
# Load existing config
config = await proxy_config.get_config()
all_models = config.get("model_list", [])
all_models = llm_model_list
if user_model is not None:
# if user does not use a config.yaml, https://github.com/BerriAI/litellm/issues/2061
all_models += [user_model]

View file

@ -2182,32 +2182,6 @@ async def update_spend(
raise e
# class Models:
# """
# Need a class to maintain state of models / router across calls to check if new deployments need to be added
# """
# def __init__(
# self,
# router: litellm.Router,
# llm_model_list: list,
# prisma_client: PrismaClient,
# proxy_logging_obj: ProxyLogging,
# master_key: str,
# ) -> None:
# self.router = router
# self.llm_model_list = llm_model_list
# self.prisma_client = prisma_client
# self.proxy_logging_obj = proxy_logging_obj
# self.master_key = master_key
# def get_router(self) -> litellm.Router:
# return self.router
# def get_model_list(self) -> list:
# return self.llm_model_list
async def _read_request_body(request):
"""
Asynchronous function to read the request body and parse it as JSON or literal data.

View file

@ -110,6 +110,11 @@ class Deployment(BaseModel):
litellm_params: LiteLLM_Params
model_info: ModelInfo
def __init__(self, model_info: Optional[ModelInfo] = None, **params):
if model_info is None:
model_info = ModelInfo()
super().__init__(model_info=model_info, **params)
def to_json(self, **kwargs):
try:
return self.model_dump(**kwargs) # noqa

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@ -29,6 +29,7 @@
"@tailwindcss/forms": "^0.5.7",
"@types/node": "^20",
"@types/react": "18.2.48",
"@types/react-copy-to-clipboard": "^5.0.7",
"@types/react-dom": "^18",
"@types/react-syntax-highlighter": "^15.5.11",
"autoprefixer": "^10.4.17",
@ -923,6 +924,15 @@
"csstype": "^3.0.2"
}
},
"node_modules/@types/react-copy-to-clipboard": {
"version": "5.0.7",
"resolved": "https://registry.npmjs.org/@types/react-copy-to-clipboard/-/react-copy-to-clipboard-5.0.7.tgz",
"integrity": "sha512-Gft19D+as4M+9Whq1oglhmK49vqPhcLzk8WfvfLvaYMIPYanyfLy0+CwFucMJfdKoSFyySPmkkWn8/E6voQXjQ==",
"dev": true,
"dependencies": {
"@types/react": "*"
}
},
"node_modules/@types/react-dom": {
"version": "18.2.18",
"resolved": "https://registry.npmjs.org/@types/react-dom/-/react-dom-18.2.18.tgz",

View file

@ -30,6 +30,7 @@
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"@types/node": "^20",
"@types/react": "18.2.48",
"@types/react-copy-to-clipboard": "^5.0.7",
"@types/react-dom": "^18",
"@types/react-syntax-highlighter": "^15.5.11",
"autoprefixer": "^10.4.17",

View file

@ -6,11 +6,27 @@ interface DashboardTeamProps {
setSelectedTeam: React.Dispatch<React.SetStateAction<any | null>>;
}
type TeamInterface = {
models: any[];
team_id: null;
team_alias: String
}
const DashboardTeam: React.FC<DashboardTeamProps> = ({
teams,
setSelectedTeam,
}) => {
const [value, setValue] = useState("");
const defaultTeam: TeamInterface = {
models: [],
team_id: null,
team_alias: "Default Team"
}
const [value, setValue] = useState(defaultTeam);
const updatedTeams = teams ? [...teams, defaultTeam] : [defaultTeam];
return (
<div className="mt-5 mb-5">
@ -19,9 +35,12 @@ const DashboardTeam: React.FC<DashboardTeamProps> = ({
If you belong to multiple teams, this setting controls which team is
used by default when creating new API Keys.
</Text>
{teams && teams.length > 0 ? (
<Text className="mt-3 mb-3">
<b>Default Team:</b> If no team_id is set for a key, it will be grouped under here.
</Text>
{updatedTeams && updatedTeams.length > 0 ? (
<Select defaultValue="0">
{teams.map((team: any, index) => (
{updatedTeams.map((team: any, index) => (
<SelectItem
key={index}
value={String(index)}

View file

@ -13,12 +13,29 @@ import {
Text,
Grid,
} from "@tremor/react";
import { modelInfoCall, userGetRequesedtModelsCall, modelMetricsCall } from "./networking";
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 { BarChart } from "@tremor/react";
import {
Button as Button2,
Modal,
Form,
Input,
Select as Select2,
InputNumber,
message,
Descriptions,
Tooltip,
Space,
Row, Col,
} from "antd";
import { Badge, BadgeDelta, Button } from "@tremor/react";
import RequestAccess from "./request_model_access";
import { Typography } from "antd";
const { Title: Title2, Link } = Typography;
interface ModelDashboardProps {
accessToken: string | null;
token: string | null;
@ -35,6 +52,10 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
const [modelData, setModelData] = useState<any>({ data: [] });
const [modelMetrics, setModelMetrics] = useState<any[]>([]);
const [pendingRequests, setPendingRequests] = useState<any[]>([]);
const [form] = Form.useForm();
const providers = ["OpenAI", "Azure OpenAI", "Anthropic", "Gemini (Google AI Studio)", "Amazon Bedrock", "OpenAI-Compatible Endpoints (Groq, Together AI, Mistral AI, etc.)"]
const [selectedProvider, setSelectedProvider] = useState<String>("OpenAI");
useEffect(() => {
if (!accessToken || !token || !userRole || !userID) {
@ -141,9 +162,73 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
);
}
const handleSubmit = async (formValues: Record<string, any>) => {
const litellmParamsObj: Record<string, any> = {};
const modelInfoObj: Record<string, any> = {};
let modelName: string = "";
// Iterate through the key-value pairs in formValues
for (const [key, value] of Object.entries(formValues)) {
console.log(`key: ${key}, value: ${value}`)
if (key == "model_name") {
modelName = value
}
// Check if key is any of the specified API related keys
if (key === "api_key" || key === "model" || key === "api_base" || key === "api_version" || key.startsWith("aws_")) {
// Add key-value pair to litellm_params dictionary
litellmParamsObj[key] = value;
}
// Check if key is "base_model"
if (key === "base_model") {
// Add key-value pair to model_info dictionary
modelInfoObj[key] = value;
}
}
console.log(`final new model: ${modelName}`)
const new_model: Model = {
"model_name": modelName,
"litellm_params": litellmParamsObj,
"model_info": modelInfoObj
}
const response: any = await modelCreateCall(
accessToken,
new_model
);
console.log(`response for model create call: ${response["data"]}`);
}
const handleOk = () => {
form
.validateFields()
.then((values) => {
handleSubmit(values);
form.resetFields();
})
.catch((error) => {
console.error("Validation failed:", error);
});
};
console.log(`selectedProvider: ${selectedProvider}`)
return (
<div style={{ width: "100%" }}>
<Grid className="gap-2 p-8 h-[75vh] w-full mt-2">
<div style={{ width: "100%", height: "100%"}}>
<TabGroup className="gap-2 p-8 h-[75vh] w-full mt-2">
<TabList className="mt-2">
<Tab>All Models</Tab>
<Tab>Add Model</Tab>
</TabList>
<TabPanels>
<TabPanel>
<Grid>
<Card>
<Table className="mt-5">
<TableHead>
@ -274,6 +359,130 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
</Card>
) : null} */}
</Grid>
</TabPanel>
<TabPanel className="h-full">
{/* <Card className="mx-auto max-w-lg flex flex-col h-[60vh] space-between">
</Card> */}
<Title2 level={2}>Add new model</Title2>
<Card>
<Form.Item required={true} label="Provider:" name="custom_llm_provider" tooltip="E.g. OpenAI, Azure OpenAI, Anthropic, Bedrock, etc." labelCol={{ span: 10 }} labelAlign="left">
<Select value={selectedProvider.toString()}>
{providers.map((provider, index) => (
<SelectItem
key={index}
value={provider}
onClick={() => {
setSelectedProvider(provider);
}}
>
{provider}
</SelectItem>
))}
</Select>
</Form.Item>
<Form
form={form}
onFinish={handleOk}
labelCol={{ span: 10 }}
wrapperCol={{ span: 16 }}
labelAlign="left"
>
<>
<Form.Item required={true} label="Public Model Name" name="model_name" tooltip="Model name your users will pass in. Also used for load-balancing, LiteLLM will load balance between all models with this public name." className="mb-0">
<TextInput placeholder="gpt-3.5-turbo"/>
</Form.Item>
<Row>
<Col span={10}></Col>
<Col span={10}><Text className="mb-3 mt-1">Model name your users will pass in</Text></Col>
</Row>
<Form.Item required={true} 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"/>
</Form.Item>
<Row>
<Col span={10}></Col>
<Col span={10}><Text className="mb-3 mt-1">Actual model name used for making <Link href="https://docs.litellm.ai/docs/providers" target="_blank">litellm.completion() call</Link></Text></Col>
</Row>
{
selectedProvider != "Amazon Bedrock" && <Form.Item
required={true}
label="API Key"
name="api_key"
>
<TextInput placeholder="sk-"/>
</Form.Item>
}
{
selectedProvider == "Azure OpenAI" && <Form.Item
required={true}
label="API Base"
name="api_base"
>
<TextInput placeholder="https://..."/>
</Form.Item>
}
{
selectedProvider == "Azure OpenAI" && <Form.Item
required={true}
label="API Version"
name="api_version"
>
<TextInput placeholder="2023-07-01-preview"/>
</Form.Item>
}
{
selectedProvider == "Azure OpenAI" && <Form.Item
label="Base Model"
name="base_model"
>
<TextInput placeholder="azure/gpt-3.5-turbo"/>
<Text>The actual model your azure deployment uses. Used for accurate cost tracking. Select name from <Link href="https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json" target="_blank">here</Link></Text>
</Form.Item>
}
{
selectedProvider == "Amazon Bedrock" && <Form.Item
required={true}
label="AWS Access Key ID"
name="aws_access_key_id"
tooltip="You can provide the raw key or the environment variable (e.g. `os.environ/MY_SECRET_KEY`)."
>
<TextInput placeholder=""/>
</Form.Item>
}
{
selectedProvider == "Amazon Bedrock" && <Form.Item
required={true}
label="AWS Secret Access Key"
name="aws_secret_access_key"
tooltip="You can provide the raw key or the environment variable (e.g. `os.environ/MY_SECRET_KEY`)."
>
<TextInput placeholder=""/>
</Form.Item>
}
{
selectedProvider == "Amazon Bedrock" && <Form.Item
required={true}
label="AWS Region Name"
name="aws_region_name"
tooltip="You can provide the raw key or the environment variable (e.g. `os.environ/MY_SECRET_KEY`)."
>
<TextInput placeholder="us-east-1"/>
</Form.Item>
}
</>
<div style={{ textAlign: "center", marginTop: "10px" }}>
<Button2 htmlType="submit">Add Model</Button2>
</div>
<Tooltip title="Get help on our github">
<Typography.Link href="https://github.com/BerriAI/litellm/issues">Need Help?</Typography.Link>
</Tooltip>
</Form>
</Card>
</TabPanel>
</TabPanels>
</TabGroup>
</div>
);
};

View file

@ -6,6 +6,45 @@ import { message } from "antd";
const isLocal = process.env.NODE_ENV === "development";
const proxyBaseUrl = isLocal ? "http://localhost:4000" : null;
export interface Model {
model_name: string;
litellm_params: Object;
model_info: Object | null;
}
export const modelCreateCall = async (
accessToken: string,
formValues: Model
) => {
try {
const url = proxyBaseUrl ? `${proxyBaseUrl}/model/new` : `/model/new`;
const response = await fetch(url, {
method: "POST",
headers: {
Authorization: `Bearer ${accessToken}`,
"Content-Type": "application/json",
},
body: JSON.stringify({
...formValues, // Include formValues in the request body
}),
});
if (!response.ok) {
const errorData = await response.text();
message.error("Failed to create key: " + errorData);
console.error("Error response from the server:", errorData);
throw new Error("Network response was not ok");
}
const data = await response.json();
console.log("API Response:", data);
return data;
} catch (error) {
console.error("Failed to create key:", error);
throw error;
}
}
export const keyCreateCall = async (
accessToken: string,
userID: string,

View file

@ -70,7 +70,7 @@ const ViewUserSpend: React.FC<ViewUserSpendProps> = ({ userID, userRole, accessT
return (
<>
<p className="text-tremor-default text-tremor-content dark:text-dark-tremor-content">Total Spend</p>
<p className="text-tremor-default text-tremor-content dark:text-dark-tremor-content">Total Spend (across all teams)</p>
<p className="text-3xl text-tremor-content-strong dark:text-dark-tremor-content-strong font-semibold">${roundedSpend}</p>
</>