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import { LlmModelType } from '@/constants/knowledge';
import {
IFactory,
IMyLlmValue,
IThirdOAIModelCollection,
} from '@/interfaces/database/llm';
import { useCallback, useEffect, useMemo } from 'react';
import { useDispatch, useSelector } from 'umi';
export const useFetchLlmList = (
modelType?: LlmModelType,
isOnMountFetching: boolean = true,
) => {
const dispatch = useDispatch();
const fetchLlmList = useCallback(() => {
dispatch({
type: 'settingModel/llm_list',
payload: { model_type: modelType },
});
}, [dispatch, modelType]);
useEffect(() => {
if (isOnMountFetching) {
fetchLlmList();
}
}, [fetchLlmList, isOnMountFetching]);
return fetchLlmList;
};
export const useSelectLlmInfo = () => {
const llmInfo: IThirdOAIModelCollection = useSelector(
(state: any) => state.settingModel.llmInfo,
);
return llmInfo;
};
export const useSelectLlmOptions = () => {
const llmInfo: IThirdOAIModelCollection = useSelectLlmInfo();
const embeddingModelOptions = useMemo(() => {
return Object.entries(llmInfo).map(([key, value]) => {
return {
label: key,
options: value.map((x) => ({
label: x.llm_name,
value: x.llm_name,
disabled: !x.available,
})),
};
});
}, [llmInfo]);
return embeddingModelOptions;
};
export const useSelectLlmOptionsByModelType = () => {
const llmInfo: IThirdOAIModelCollection = useSelectLlmInfo();
const groupOptionsByModelType = (modelType: LlmModelType) => {
return Object.entries(llmInfo)
.filter(([, value]) =>
modelType ? value.some((x) => x.model_type === modelType) : true,
)
.map(([key, value]) => {
return {
label: key,
options: value
.filter((x) => (modelType ? x.model_type === modelType : true))
.map((x) => ({
label: x.llm_name,
value: x.llm_name,
disabled: !x.available,
})),
};
});
};
return {
[LlmModelType.Chat]: groupOptionsByModelType(LlmModelType.Chat),
[LlmModelType.Embedding]: groupOptionsByModelType(LlmModelType.Embedding),
[LlmModelType.Image2text]: groupOptionsByModelType(LlmModelType.Image2text),
[LlmModelType.Speech2text]: groupOptionsByModelType(
LlmModelType.Speech2text,
),
};
};
export const useSelectLlmFactoryList = () => {
const factoryList: IFactory[] = useSelector(
(state: any) => state.settingModel.factoryList,
);
return factoryList;
};
export const useSelectMyLlmList = () => {
const myLlmList: Record<string, IMyLlmValue> = useSelector(
(state: any) => state.settingModel.myLlmList,
);
return myLlmList;
};
export const useFetchLlmFactoryListOnMount = () => {
const dispatch = useDispatch();
const factoryList = useSelectLlmFactoryList();
const myLlmList = useSelectMyLlmList();
const list = useMemo(
() =>
factoryList.filter((x) =>
Object.keys(myLlmList).every((y) => y !== x.name),
),
[factoryList, myLlmList],
);
const fetchLlmFactoryList = useCallback(() => {
dispatch({
type: 'settingModel/factories_list',
});
}, [dispatch]);
useEffect(() => {
fetchLlmFactoryList();
}, [fetchLlmFactoryList]);
return list;
};
export type LlmItem = { name: string; logo: string } & IMyLlmValue;
export const useFetchMyLlmListOnMount = () => {
const dispatch = useDispatch();
const llmList = useSelectMyLlmList();
const factoryList = useSelectLlmFactoryList();
const list: Array<LlmItem> = useMemo(() => {
return Object.entries(llmList).map(([key, value]) => ({
name: key,
logo: factoryList.find((x) => x.name === key)?.logo ?? '',
...value,
}));
}, [llmList, factoryList]);
const fetchMyLlmList = useCallback(() => {
dispatch({
type: 'settingModel/my_llm',
});
}, [dispatch]);
useEffect(() => {
fetchMyLlmList();
}, [fetchMyLlmList]);
return list;
};
export interface IApiKeySavingParams {
llm_factory: string;
api_key: string;
llm_name?: string;
model_type?: string;
base_url?: string;
}
export const useSaveApiKey = () => {
const dispatch = useDispatch();
const saveApiKey = useCallback(
(savingParams: IApiKeySavingParams) => {
return dispatch<any>({
type: 'settingModel/set_api_key',
payload: savingParams,
});
},
[dispatch],
);
return saveApiKey;
};
export interface ISystemModelSettingSavingParams {
tenant_id: string;
name?: string;
asr_id: string;
embd_id: string;
img2txt_id: string;
llm_id: string;
}
export const useSaveTenantInfo = () => {
const dispatch = useDispatch();
const saveTenantInfo = useCallback(
(savingParams: ISystemModelSettingSavingParams) => {
return dispatch<any>({
type: 'settingModel/set_tenant_info',
payload: savingParams,
});
},
[dispatch],
);
return saveTenantInfo;
};
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