????:1?????98?:??????????

2?????

3???????

4???appios??

5?????

“?????????24??,AI?????????????”11??12??,????2024?????????????,???????«?????»??????????????????,??AI????????????????????????:???(iRAG)????????????????“????”????????????iRAG?????????????????????,??;?????????????????“??????????”???????????????????????,??????“??????????????????”???????????????

??11?????????,??????15???????,??????5000?????????????????,?????????????30??????????????????????,“??????,????????”????????????????,??,??AI?????,????????????,????????AI?????????,????????????????????????

 

????:

????????????15??,????????????

“???24??,???????,???????????,????????????:????????,????15????????,???????????????????,?????????????5???????,???????6????????,??,?????????,?????????,????????????????,???????????????10??,????????2????20????,????????,????????????????,??????????????,??”

 

?????????24??????????????,AI??????????

“??????,??,????????????????????,???,????????????????,??????????RAG,????????????Retrieval-augmented Generation???,????????,????????????????????????????????,????,????????????????,??????,????????????????,?????????,???????????????????????????!???,??????????,?????????????????!”

“?????????????????????,?????,??????24????????,??,?????????,?????,?????????,?????AI?????‘?????????????’,??????????????????????,???????????????????,??????RAG?????,????????,???????”

????iRAG???,????????

“????????????,????????????RAG?????????,??????????????RAG?????????????,?????????????????????????,????,??????????????,??????????????????,??,??????,???????????????,???,???????????,????????????????????????????????????????,?????????????RAG????????????????????”

“????????????,????????????????????iRAG,??????image based RAG,????????????????????,????,??????????“???????????????”,?????????????????????iRAG,????????????????,????,??????,???????????”

“?????????????AI?????????,???????????????????,?????,???,???????????????0??????????????,iRAG???:??????????????????????????,?????”

????????????????,????????????????AI????

“????????,????????AI????????????????????,??????????????????AI?????????????????AI??????:????????????,???????????”

 

???????????????????????AI??,??

“????????AI?????????,??????????????????????????,??????????????,??????????,?????????PC????????,????????????????,???,????,???????????????,???????AI??,?????????????????”

“????????????????,??,?????,??????????,??????????11??,??????????,??????????????,??????????????????,????????????”

“???????,????????,???????????15??80??,??????????TOP100?????????????????????????????????,????????????,????????????,???????????????????????????????”

 

??,??

“??AI???????????????????????????????????????,?????????????????????????????,???????????????????????,??????????????”

“??,????????????????????,????,???????????,???????????????,?????????????????????????????????????????????????????????,???????????????,??????????????????????,??????????????????????????????,?????”

“????,??????????????????????????????,????????????,????????????,????????,??????????,????????????????,??????119%???????AIPC???9??89%,????80%?”

“????????????,???????,????????????”

 

?????????“???”

“???????????????“?????????”??????????????????????????????????????????????????,?????????????????,??????????,???????,???????????????????????????????,??????????,?????????????”

“???????????????,??????????????????????????????????????????????”

“?????????????,???????,????????????????,?????????????????,??,??????????,????????????!”

???????????“?????”,?????????“??????????????”???????????

“??????????,???????100????????????,?????????????????????????????????????????????????????????????????????????????????????,???????????????????????,????“??????+”????????????????????100???????,???????‘??’,????????????‘???????????????’????????????????”

 

??????“????????????”????????,????“???????”

“????????,??,?????????????????????????????????????,????,??”

“??,???????,??‘?????’,???????????????????????,????,???????”

“?????????????????????,??????,????,???????????????????????,????????????,?????????????????,????????????,?????????????,????,????????????,???????????????????????,?????????????????????,?????????????????????,?????,???,????????????,?,????????????????????,?????????”

 

“????,AI????????,??,????????????????????,????????,???????????????????”

????“AI applications are creating the world”

“???,??????:??????PC??????,???????????????;????,??????APP???;???????????AI???,???????????,???????????????????????AI??,???????????”

 

“??,???????????‘??????????’???????????,?????,???AI??,??????????,AI applications are creating the world?”

????????????:???????????