²é¿´: 179  |  »Ø¸´: 10

hshr

ľ³æ (СÓÐÃûÆø)


[½»Á÷] ³ÏƸAI¸ß¼¶Ñз¢¹¤³Ìʦ(1ÈË)£¬AIÓ¦Óÿª·¢¹¤³Ìʦ(1ÈË)

±±¾©»ÝöÎÌì¿Õ¿Æ¼¼ÓÐÏÞ¹«Ë¾³ÉÁ¢ÓÚ2013Äê12ÔÂ5ÈÕ£¬ÊǹúÄÚÂÊÏȽøÐС°´Å¹âµç×ÊÔ´³ØÒ»Ì廯ÐÂÐÍÊý¾Ý¹ÜÀí¼Ü¹¹¡±Ñз¢µÄÆóÒµ¡£»ñÆÀ±±¾©Êиßм¼ÊõÆóÒµºÍ±±¾©Êд´ÐÂÐÍÖÐСÆóÒµ¡£¹«Ë¾Ö÷Òª²úÆ·°üÀ¨£º¿ÉÐŴŹâµç´æ´¢Ò»Ìå»ú¡¢¿ÉÐÅÊý¾Ý×ÊÔ´Ò»Ì廯ÖÇÄܹÜÀíÆ½Ì¨¡¢ÊÓÆµÖÇÄܹÜÀíÆ½Ì¨µÈ£¬Ö÷Òª·þÎñÐÐÒµ°üÀ¨£ºÄÜÔ´¡¢½ðÈÚ¡¢Í¨ÐÅÔËÓªÉÌ¡¢¹¤ÒµÖÆÔìÒµµÈ¡£

ÏÖ¹«Ë¾³ÏƸÈ˹¤ÖÇÄܸ߼¶Ñз¢¹¤³Ìʦ(1ÈË)£¬È˹¤ÖÇÄÜÓ¦Óÿª·¢¹¤³Ìʦ(1ÈË)¡£Ö°Î»ÃèÊöÈçÏ£º

ְλһ£ºÈ˹¤ÖÇÄܸ߼¶Ñз¢¹¤³Ìʦ (¹¤ÒµAgent/RAG·½Ïò)

¸ÚλְÔð
* ¹¤ÒµÖÇÄÜÌå (Agent) ¼Ü¹¹Ñз¢£º
--»ùÓÚ"ÍÆÀíÓëÐж¯"(ReAct)·¶Ê½£¬Éè¼Æ²¢¿ª·¢ÃæÏò¹¤ÒµÉ豸¹ÊÕÏÕï¶ÏµÄÖÇÄÜÌåºËÐÄÂß¼­¡£
-- ÀûÓÃÖ÷Á÷ÖÇÄÜÌå±àÅÅ¿ò¼Ü£¨±ÈÈçLangChain£¬LangGraphµÈ£©£¬ÊµÏÖ¹ÊÕÏÕï¶ÏÖÇÄÜÌ幤×÷Á÷µÄÈ·¶¨ÐÔÂß¼­±àÅÅ£¬½â¾ö´óÄ£ÐÍÔÚ¹¤Òµ³¡¾°ÏµÄÂß¼­·¢É¢ÎÊÌâ¡£
* ´¹Ö±ÁìÓò RAG ϵͳ¹¹½¨£º
--¸ºÔð¹¤Òµ·Ç½á¹¹»¯Îĵµ£¨PDF¡¢¼¼Êõͼֽ¡¢Î¬ÐÞÊֲᣩµÄ½á¹¹»¯½âÎöÓë֪ʶͼÆ×¹¹½¨¡£
--ÓÅ»¯ÏòÁ¿¼ìË÷ÓëÖØÅÅËã·¨£¬ÌáÉý¹¤Òµ×¨ÒµÖªÊ¶ÎÊ´ðµÄ׼ȷÂÊÓëÕÙ»ØÂÊ¡£
* Ä£Ð͵÷ÓÅÓë˽Óл¯Â䵨£º
--¸ºÔð¿ªÔ´´óÄ£ÐÍ£¨DeepSeek/QwenµÈ£©ºÍÆäËûÄ£ÐÍÔÚ¹ú²úËãÁ¦£¨»ªÎª•NÌÚ£©»·¾³ÏµÄ˽Óл¯²¿Êð¡¢Î¢µ÷ (SFT/LoRA) ¼°ÍÆÀí¼ÓËÙ¡£
* »úÀíÄ£ÐÍÈںϣº
--Éè¼Æ²¢ÊµÏÖ LLM Ó봫ͳ¹¤Òµ»úÀíÄ£ÐÍ£¨ÈçÈÈÁ¦¼ÆËã³ÌÐò£©µÄ½»»¥½Ó¿Ú£¬ÊµÏÖ¡°Êý¾ÝAIÇý¶¯¡±Óë¡°»úÀíÄ£ÐÍÇý¶¯¡±µÄÈںϡ£

ÈÎÖ°ÒªÇó£º
- ¼ÆËã»ú¡¢×Ô¶¯»¯»òÊýѧÏà¹Ø×¨ÒµË¶Ê¿¼°ÒÔÉÏѧÀú£¬5ÄêÒÔÉÏAIËã·¨Ñз¢¾­Ñé¡£
- ¾«Í¨ Python ±à³Ì£¬ÊìÁ·Ê¹Óà PyTorch Éî¶Èѧϰ¿ò¼Ü¡£
- ±ØÐë¾ß±¸ LLM Ó¦Óÿª·¢¾­Ñ飬¾«Í¨ LangChain / LlamaIndex µÈ¿ò¼Ü£¬ÓÐʵ¼ÊµÄ Agent »ò RAG ÏîÄ¿Â䵨°¸Àý¡£
- ÊìϤÏòÁ¿Êý¾Ý¿â£¨Milvus/Chroma/FaissµÈ£©µÄÔ­ÀíÓëµ÷ÓÅ¡£

¼Ó·ÖÏ
- ÓÐÃæÏò»ªÎª•NÌÚоƬӦÓÿª·¢»òÊÊÅä¾­ÑéÕßÓÅÏÈ¡£
- ÊìϤʱÐòÊý¾Ý´¦ÀíËã·¨£¬Á˽⹤ҵÎïÁªÍø (IIoT) ЭÒéÕßÓÅÏÈ¡£
- ÓдóÐÍÖÆÔìÒµ£¨ÄÜÔ´¡¢µçÁ¦¡¢¹ìµÀ½»Í¨£©Êý×Ö»¯×ªÐÍÏîÄ¿¾­ÑéÕßÓÅÏÈ¡£


ְλ¶þ£º¹¤ÒµAIÓ¦Óÿª·¢¹¤³Ìʦ (ȫջ/¹¤³Ì»¯½»¸¶)

¸ÚλְÔð:
*¹¤Òµ AI ȫջ¿ª·¢£º
--»ùÓÚ Python (FastAPI/Flask) ¿ª·¢¹¤Òµ AI Ó¦Óõĺó¶Ë·þÎñ£¬Éè¼Æ¸ßЧµÄ RESTful API ÓëËã·¨ÍŶӶԽӡ£
--»ùÓÚ Vue3 / React ¿ª·¢Ç°¶Ë½»»¥½çÃæ£¬È·±£ÏµÍ³ÔÚ¹¤ÒµÏÖ³¡µÄÒ×ÓÃÐÔÓëÎȶ¨ÐÔ¡£
* ¹¤ÒµÊý¾Ý¿ÉÊÓ»¯£º
--ÊìÁ·ÕÆÎÕWebǰ¶Ë¿ÉÊÓ»¯ÓëͼÐÎäÖȾ¼¼Êõ£¨ECharts, Three.js£¬WebGLµÈ£©£¬¿ª·¢¸ßÐÔÄܸ´ÔÓ¹¤ÒµÊý¾Ý2D/3D¿ÉÊÓ»¯Ó¦ÓÃ
* ÏÖ³¡½»¸¶£º
--¸ºÔðϵͳÔÚ¹¤ÒµÏÖ³¡·þÎñÆ÷ÉϵIJ¿ÊðÓëÔËά(¿ÉÄÜÊÇÀëÏß¡¢ÍøÂç¸ôÀëµÄ»·¾³)¡£
-- ÊìÁ·ÕÆÎÕ Docker ÈÝÆ÷»¯¼¼Êõ¼°·þÎñ±àÅÅ£¬½â¾öÏÖ³¡»·¾³ÒÀÀµÎÊÌ⣻Á˽â Kubernetes (K8s) »ù±¾¸ÅÄîÕßÓÅÏÈ¡£

ÈÎÖ°ÒªÇó
- ¼ÆËã»úÈí¼þÏà¹Ø×¨Òµ±¾¿Æ¼°ÒÔÉÏѧÀú£¬3ÄêÒÔÉÏȫջ¿ª·¢»ò½»¸¶¾­Ñé¡£
- ¾«Í¨ Python Web ¿ª·¢£¨FastAPI ÓÅÏÈ£©£¬ÊìϤ PostgreSQL/MySQL£¬RedisµÈÊý¾Ý¿âÉè¼Æ¡£
- ÊìÁ·ÕÆÎÕ Vue3 »ò React£¬¾ß±¸¸´ÔÓÊý¾Ý¿ÉÊÓ»¯£¨Í¼±í/´óÆÁ£©¿ª·¢ÄÜÁ¦¡£
- ¾«Í¨ Linux ²Ù×÷ϵͳָÁÊìÁ·ÕÆÎÕ Docker ÈÝÆ÷»¯¼¼Êõ£¬¾ß±¸ÔÚÎÞÍâÍø»·¾³Ï²¿Êð¸´ÔÓϵͳµÄÄÜÁ¦¡£

¼Ó·ÖÏ
- ÓÐÎïÁªÍø (IoT) ƽ̨/Ó¦Óÿª·¢¾­Ñé¡£
- ÓвÉÓù¤ÒµÏÖ³¡Êý¾Ý½Ó¿Ú£¨MQTT, Modbus, WebSocket£©ÊµÏÖÊý¾Ý²É¼¯µÄ¿ª·¢¾­Ñé


¶ÔÒÔÉÏְλÓÐÒâÕߣ¬Ç뽫¼òÀú·¢ÖÁ£ºdengxiang@huixinsky.com
ÎÒÃǻᾡ¿ì¸øÄú»Ø¸´¡£

[ À´×Ô°æ¿éȺ ±±¾© ]

» ²ÂÄãϲ»¶

» ÇÀ½ð±ÒÀ²£¡»ØÌû¾Í¿ÉÒԵõ½:

²é¿´È«²¿É¢½ðÌù

ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû
¼òµ¥»Ø¸´
bjdxyxy2Â¥
2026-03-02 00:44   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
¡£ ·¢×ÔСľ³æÊÖ»ú¿Í»§¶Ë
bjdxyxy3Â¥
2026-03-02 00:46   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
¡£¡£ ·¢×ÔСľ³æÊÖ»ú¿Í»§¶Ë
2026-03-02 01:19   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
2026-03-02 01:20   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
Hewei6Â¥
2026-03-02 05:26   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
°ï ·¢×ÔСľ³æIOS¿Í»§¶Ë
Hewei7Â¥
2026-03-02 05:28   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
°ï ·¢×ÔСľ³æIOS¿Í»§¶Ë
shenrenren8Â¥
2026-03-02 08:03   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
heyu01359Â¥
2026-03-02 08:03   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
kingluck10Â¥
2026-03-02 08:05   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
kingluck11Â¥
2026-03-02 08:07   »Ø¸´  
hshr(½ð±Ò+2): лл²ÎÓë
Ïà¹Ø°æ¿éÌø×ª ÎÒÒª¶©ÔÄÂ¥Ö÷ hshr µÄÖ÷Ìâ¸üÐÂ
×î¾ßÈËÆøÈÈÌûÍÆ¼ö [²é¿´È«²¿] ×÷Õß »Ø/¿´ ×îºó·¢±í
[¿¼ÑÐ] Ò»Ö¾Ô¸»ªÖÐũҵ071010£¬×Ü·Ö320Çóµ÷¼Á +5 À§À§À§À§À¤À¤ 2026-03-20 6/300 2026-03-22 17:41 by hxsm
[¿¼ÑÐ] Çóµ÷¼Á +6 Ê®Èý¼ÓÓÍ 2026-03-21 6/300 2026-03-22 17:00 by i_cooler
[¿¼ÑÐ] ÉúÎïѧ071000 329·ÖÇóµ÷¼Á +5 ÎÒ°®ÉúÎïÉúÎﰮΠ2026-03-17 5/250 2026-03-22 16:42 by tcx007
[¿¼ÑÐ] 306Çóµ÷¼Á +5 À´ºÃÔËÀ´À´À´ 2026-03-22 5/250 2026-03-22 16:17 by BruceLiu320
[¿¼ÑÐ] ÄÜÔ´²ÄÁÏ»¯Ñ§¿ÎÌâ×éÕÐÊÕ˶ʿÑо¿Éú8-10Ãû +5 ÍÑÓ±¶ø³ö 2026-03-16 17/850 2026-03-22 15:18 by ÍÑÓ±¶ø³ö
[¿¼ÑÐ] ²ÄÁÏÓ뻯¹¤£¨0856£©304ÇóBÇøµ÷¼Á +3 Çñgl 2026-03-20 7/350 2026-03-21 19:05 by 15709483992
[¿¼ÑÐ] 297Çóµ÷¼Á +11 Ï·¾«µ¤µ¤µ¤ 2026-03-17 12/600 2026-03-21 17:47 by ColorlessPI
[¿¼ÑÐ] Çóµ÷¼Á +3 °×QF 2026-03-21 3/150 2026-03-21 13:12 by zhukairuo
[¿¼ÑÐ] 271²ÄÁϹ¤³ÌÇóµ÷¼Á +8 .6lL 2026-03-18 8/400 2026-03-21 00:58 by JourneyLucky
[¿¼ÑÐ] 22408 344·Ö Çóµ÷¼Á Ò»Ö¾Ô¸ »ªµç¼ÆËã»ú¼¼Êõ +4 solanXXX 2026-03-20 4/200 2026-03-20 23:49 by alg094825
[¿¼ÑÐ] 294Çóµ÷¼Á²ÄÁÏÓ뻯¹¤×¨Ë¶ +15 ݤÎÉ­ÁÖ 2026-03-18 15/750 2026-03-20 23:28 by JourneyLucky
[¿¼ÑÐ] 308Çóµ÷¼Á +3 °¢½ã°¢½ã¼Ò°¡ 2026-03-18 3/150 2026-03-20 23:24 by JourneyLucky
[¿¼ÑÐ] 085600²ÄÁÏÓ뻯¹¤ +8 °²È«Éϰ¶£¡ 2026-03-16 8/400 2026-03-20 22:13 by luoyongfeng
[¿¼ÑÐ] AÇøÏß²ÄÁÏѧµ÷¼Á +5 ÖÜÖÜÎÞ¼« 2026-03-20 5/250 2026-03-20 21:33 by laoshidan
[¿¼ÑÐ] 0817 »¯Ñ§¹¤³Ì 299·ÖÇóµ÷¼Á ÓпÆÑо­Àú ÓжþÇøÎÄÕ +22 rare12345 2026-03-18 22/1100 2026-03-20 20:39 by zhukairuo
[¿¼ÑÐ] 086500 325 Çóµ÷¼Á +3 Áì´øÐ¡ÐÜ 2026-03-19 3/150 2026-03-20 18:38 by ¾¡Ë´Ò¢1
[¿¼ÑÐ] 0856µ÷¼Á£¬ÊÇѧУ¾ÍÈ¥ +8 sllhht 2026-03-19 9/450 2026-03-20 14:25 by ÎÞи¿É»÷111
[¿¼ÑÐ] 320Çóµ÷¼Á0856 +3 ²»ÏëÆðÃû×Ö112 2026-03-19 3/150 2026-03-19 22:53 by ѧԱ8dgXkO
[¿¼ÑÐ] ²ÄÁÏ¿¼Ñе÷¼Á +3 xwt¡£ 2026-03-19 3/150 2026-03-19 11:22 by wãåÑôw
[˶²©¼ÒÔ°] ºþ±±¹¤Òµ´óѧ ÉúÃü¿ÆÑ§Ó뽡¿µÑ§Ôº-¿ÎÌâ×éÕÐÊÕ2026¼¶Ê³Æ·/ÉúÎï·½Ïò˶ʿ +3 1ϲ´º8 2026-03-17 5/250 2026-03-17 17:18 by ber´¨cool×Ó
ÐÅÏ¢Ìáʾ
ÇëÌî´¦ÀíÒâ¼û