Graaf-ci-Xalaat Xalaat
Graph-of-Thoughts dafay wane xalaat ni reso bu xalaat yi mëna booloo, loop, ak booloo ci seen bopp, duñu yam ci branche.
Résumé
This lets a model combine insights from different paths and refine them, going beyond the strictly tree-shaped structure of Tree-of-Thoughts.
Plongeur bu xóot
Besta ak ñeneen ñi ñoo ko xalaat. ci 2023, Graph-of-Thoughts (GoT) dafay wane anam wi ñuy xalaatee ni graphe arbitraire: node yi xalaat lañu (pexe yu xaaj) ak boor yi dependence lañu ci seen biir. Graaf wuute na ak garab, fu xalaat bu nekk am benn waajur, graphe dafay may liggéey yi garab mënu ci def: agrégation, di boole xalaat yu bari ci benn solution buñ boole, ak setal, di xalaat buy dellu ginaaw ngir gëna baaxal boppam. Loolu lu am solo la ci jafe-jafe yiy xaajaloo nekk ay subproblem yuñ wara boole tontu yi. Ngir tànnal ak def ay liggéey, GoT mën na xaaj limu liggéey yi, defar piyees yi ci boppam, ba noppi boole piyees yiñ tànn. Auteur yi dañu wax ni GoT dafa gëna baaxal kalite tànneef ci Tree-of-Thoughts ci noonu mu wàññi njëg yi, ndax boole dafay gëna mëna jëfandikoo resultaa yi ci digg bi. Benn njiit, ab 'grafu jëf' ak benn modulu poñ/ranking ngir doxal coppite yi.
Gis-gis xarala
abstraction bu mag bu GoT mooy jëfandikoo xalaat yi ni graphe ak jéego xalaat ni coppite graphe: generation dafay yokk node xalaat yu bees, agrégation dafay boole node yu bari ci benn (ak boor yiy duggu ci source bu nekk), ak setal sos self-loop buy xoolaat xalaat. Fonksioŋu poñ yi ak rang yi ñooy tànnee xalaat yi gëna baax ñu denc, ci noonu la njiit li di def graphe buñ tànn bu njëkk ci liggéey yi. Mën-mën boobu mooy li garabu waajur-doom bu dëgër mënul fësal, te mooy tax ñu mëna boole ak boolewaat ay pexe yu xaaj.
njeextalu pexe
Njëgg ak budget
Dogal yi architecture di jël dañuy indi njariñ ak njëgu liggéey bi ay at ci ginaaw.
dogal yu gëna leer
Njàngalem xarala yi dafay jàppale ekip yi ñu tànn li gën, te baña yam ci li gëna bees daal.
Xool kalite
Tanneef yu gëna baax ci wàllu ingeñër dina wàññi jafe-jafe yi ci wàllu wóor ci liggéey bi.
Ëlëgu Xalaat Graaf
Graph-of-Thoughts dafay wane ci sistemu xalaat yu yomba defar ak boolewaat resultaa yi ci digg yi, duñu yam ci branching. Yoon yi mëna am ñooy gis ci saasi structure graph bu dëggu bi ci benn jafe-jafe ci barabu defar loxo ci oraaru liggéey bi, jàng kañ la agrégation di fay, ak boole xalaat graph ak retrieval, jumtukaay, ak mémoire externe. Bi xalaat ci jamonoy inference di màgg, xaar kaadar yiy boole seetlu garab, boole graphe, ak xalaat ci suufu benn njiit buy méngale structure ak liggéey bi.
Doxal ci àdduna dëgg
Sooy tànnee limu gudd, nga xaaj ko ay pàcc, nga tànnal pàcc bu nekk boppam, ba noppi nga boole pàcc yiñ tànnal ñu nekk benn resultaa buñ raññe.
Résumé dokimaa mooy ñu defar ay resumé yu pàcc yi ba noppi boole leen ñu nekk benn bu lëmm.
Defar ay jëf yu melni lim baatu-caabi wala daje, fu ñuy boole ay resultaa yu ndaw jaaraleko ci node agrégation.
Iteratively setal ab pexe mu defar ci loop ab xalaat ci ab jéego setal ba poñ kalite bi taxaw di yokk.
Risk yi ak balustrade yi
Optimize benn benchmark mën na nëbb ñakk kattan yu gëna yaatu ci sistem bi.
Njëg li ñuy fay ci infrastructure yi ak ci toppatoo dañuy faral di suufeel.
Bu sistem yi di gëna xawa jafee xam, jafe-jafe yi am ci wàllu kaaraange ak seetlu mën nañu gëna bari.
Roadmap ngir samp gi
Mandargal latency, kalite, ak njëg yi laata ngay jëfandikoo.
Benchmark ci biir sargal ak done yu dëggu.
Jumtukaay bi di saytu njuumte yi, derive bi ak njeextalu jëfandikukat bi.
Waajal rollback ak yooni tontu ci jafe-jafe yi laata ngay eskale.
Weyal di banneexu
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Gis bi ci topp
Garab-ci-Xalaat Xalaat
Laaj yi ñuy faral di laaj
What is Graph-of-Thoughts Reasoning?
Graph-of-Thoughts dafay wane xalaat ni reso bu xalaat yi mëna booloo, loop, ak booloo ci seen bopp, duñu yam ci branche. Loolu dafay may benn model mu boole ay gis-gis yu bawoo ci yeneen yoon yu wuute, ba noppi setal leen, dem fu soriwul ci jëmmu garab gi ci garabu xalaat yi.
Lan mooy wuute gi am ci digganté Graph-of-Thoughts ak Arbre-de-Pensées?
Ci biir garab, xalaat bu nekk amna benn waajur, waaye graf dafay may agrégation (mbootaay) ak setal (self-loops), loolu mooy tax lëkkaloo yi gëna riis.
Ci Graaf-de-Pensée, lan la 'agrégation' bi di def?
Aggregation dafay boole xalaat yu bari ci benn xalaat buñ boole, ak boor yuy dugg ci xalaat bu nekk.
Lan mooy 'setal' ci graf GoT?
Setal dañu koy méngale ak xalaat buy dellu ci boppam ngir génne ci anam wu gëna baax.
Lan moo waral Graph-of-Thoughts méngoo bu baax ak liggéey bu melni tànnal lim bu gudd?
GoT dafay xaaj limu pàcc yi, saafara bu nekk, ba noppi boole pàcc yiñ tànn jaaraleko ci aggregation, te garab gu dëgër mënu ko fësal.
Yan mbir ñooy doxal ab Graph-of-Thought?
GoT dafay jëfandikoo ab njiit buy def ab graf buñu tànn bu njëkk ci ay jëf, ak ab modulu poñ ak rang ngir tann xalaat yi gëna baax.