Analogical uye Nhanho-Kumashure Kukurudzira
Analogical uye Nhanho-Kumashure ichiita kuti ese ari maviri anotungamira modhi kufunga padanho repamusoro kutanga: kurudziro yekufananidza yave kurangarira matambudziko akagadziriswa akafanana, nepo nhanho-kumashure inotora iyo musimboti wepasipo usati wabata zvakati.
Pfupiso
They matter because abstraction often beats diving straight into details.
Kudzika Kwakadzika
Aya ndiwo maviri ane hukama Google-matsvakiridzo kubva 2023 ekuvandudza kufunga. Analogical kukurudzira, naYasunaga uye vaanoshanda navo, vanobvunza modhi kuti vazvigadzirire mienzaniso mishoma yakakodzera, matambudziko akafanana ayo akanyatsoona, uye mhinduro dzavo vasati vagadzirisa dambudziko rechinangwa, vachibvisa kudiwa kwemienzaniso yakanyorwa nemaoko. Nhanho-Kumashure ichikurudzira, naZheng nevamwe vaanoshanda navo, panzvimbo pezvo vanobvunza mubvunzo wekutanga ("ndeipi nheyo kana chokwadi chinotonga izvi?"), Inotora kana zvikonzero pamusoro peiyo musimboti, wozoishandisa kumubvunzo wekongiri. Ose ari maviri anosundidzira modhi kure neruzivo rwenguva isati yakwana. Nhanho-Kumashure yakaratidza zvakawanikwa pafizikisi uye chemistry mibvunzo uye pa-multi-hop kufunga, ukuwo analogical ichikurudzira kuvandudzwa kwemasvomhu uye kodhi yekugadzira nekugadzirisa mienzaniso kune rimwe nerimwe dambudziko.
Technical Insight
Step-Back inoshanda nekuti kudzika mhinduro mune yakataurwa musimboti (titi, iwo mutemo wakakodzera gasi kana tsananguro) inomanikidza inotevera yakadzama kufunga uye inoderedza kutsvedza pamatanho epakati. Kurudziro yeanalogical inoshanda nekuti mienzaniso yakazvigadzira inofananidzwa nedambudziko riripo, kazhinji rinonyanya kukosha pane yakamisikidzwa mishoma-pfuti mienzaniso, uye vanopa nzira yakakodzera yekugadzirisa. Ose ari maviri anochinja anoverengera kudzoreredza abstraction chaiyo kutanga, wozoita basa rakadzikama.
Strategic Impact
Kumhanya uye chiyero
Mutauro workflows inogona kufamba nekukurumidza pasina kupira kuenderana.
Svika uye svika
Inopamhidzira kupinda mumitauro yese nemataera ekutaurirana.
Sarudzo dzakajeka
Zvikwata zvinogona kupedza nguva yakawanda pakutonga uku otomatiki ichibata kudzokorora.
Ramangwana reAnalogical uye Nhanho-Kumashure Kukurudzira
Tarisira aya ekubvisa-ekutanga mapatani kuti abatanidzwe nemasisitimu ekudzoreredza, uko nhanho-kumashure musimboti inova yechokwadi mubvunzo munheyo yeruzivo, uye nevamiriri vanoronga izvo zvinofunga nezve zano pamberi pemaitiro. Tsvagiridzo iri kunatsiridza kana anozvigadzira ega analogies achibatsira kana achinge aunza isina basa kana isiriyo mienzaniso, uye kubatanidza nhanho-kumashure nekusimbisa kuti musimboti wakasarudzwa utariswe kusati kwavakwa kufunga kunorema pairi. Vanogona kunge vari zvisizvo mumienzaniso yakarongeka.
Real-World Implementation
Kupindura mubvunzo wefizikisi nekutanga kutaura mutemo wakakodzera (semuenzaniso, mutemo wechipiri waNewton) kuburikidza nenhanho-kumashure, wozobatanidza nhamba.
Kugadzirisa dambudziko idzva remasvomhu nekuita kuti modhi iyeuke akati wandei ematambudziko akagadziriswa kuburikidza neanoroji yekukurudzira
Kugadzirisa mubvunzo we-multi-hop trivia nekudzokera kuchikamu chakafara kana sangano usati wasunga chokwadi.
Kugadzira kodhi nekuzvigadzira-yega inofananidzira algorithm uye mhinduro yayo, wozoigadzirisa kune iro basa razvino
Njodzi & Guardrails
Chokwadi chehuroyi chinogona kupinda chinyararire mishumo, kuyerera kwetsigiro, kana tsvakiridzo.
Kunzwa nekukasira kunogona kugadzira mhedzisiro isingaenderane pane zvikumbiro zvakafanana.
Sensitive text data inogona kuburitswa kana zvidhiraivho zvisina kusimba.
Implementation Roadmap
Tsanangura chimiro chekubuda, toni, uye mhando zviyero usati waburitsa.
Mhinduro dzepasi neakavimbika masosi pese pazvine basa.
Chengetedza ongororo yekuongorora yemunhu kune yakakwira-stake zvinobuda.
Tevera maitiro ekutadza uye dzidzisazve kukurudzira kana mafambiro ebasa nguva nenguva.
Ramba Uchiongorora
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Zvishoma-kune-Zvikuru Kukurudzira
Mibvunzo inowanzo bvunzwa
What is Analogical and Step-Back Prompting?
Analogical uye Nhanho-Kumashure ichiita kuti ese ari maviri anotungamira modhi kufunga padanho repamusoro kutanga: kurudziro yekufananidza yave kurangarira matambudziko akagadziriswa akafanana, nepo nhanho-kumashure inotora iyo musimboti wepasipo usati wabata zvakati. Izvo zvine basa nekuti abstraction kazhinji inorova diving yakananga mune zvakadzama.
Chii chinonzi analogial kukurudzira chinokumbira modhi kuti iite isati yagadzirisa dambudziko rechinangwa?
Analogical kukurudzira ine modhi inogadzira yayo yakakodzera mienzaniso uye mhinduro, dzakanangana nedambudziko.
Ndeipi nhanho yekutanga mukukurudzira-Kumashure?
Nhanho-Kumashure inotanga yabvunza mubvunzo wekubvisa kuburitsa musimboti kana chokwadi chinotonga dambudziko.
Sei kuisa mhinduro mune yakataurwa musimboti (Nhanho-Kumashure) ichibatsira?
Kutaura iyo inotonga nheyo yekutanga inotungamira uye inomanikidza nhanho dzakadzama, kudzikisa mukana wekukanganisa.
Pamhando dzipi dzemabasa dzakaitwa Step-Back kukurudzira kwakaratidza budiriro inocherechedzwa?
Nhanho-Kumashure yakavandudza kuita pamibvunzo yesainzi uye kufunga kwakawanda-hop nekubvisa kutanga.
Ndeipi njodzi inocherechedzwa yeanoroji yekukurudzira?
Nekuti iyo modhi inogadzira ega analogies, iwo emienzaniso dzimwe nguva anogona kunge asina basa kana kuti asiri iwo, achikuvadza mhinduro.