Pinecone
Pinecone bụ nchekwa data vector jikwaa nke ọma nke na-echekwa ma na-achọ ntinye ọnụọgụgụ ụdị AI na-emepụta.
Nchịkọta
It powers fast semantic search and is the memory layer behind countless retrieval-augmented generation (RAG) apps.
Ime miri emi
Tọrọ ntọala na 2019 site n'aka Edo Liberty, onye bụbu onye nyocha Amazon na Yahoo, Pinecone doziri nsogbu bara uru: ụdị asụsụ buru ibu na-echefu ihe niile n'etiti nkata ma mara naanị data ọzụzụ ha. Pinecone na-echekwa ederede, onyonyo, ma ọ bụ ọdịyo dị ka vector nwere akụkụ dị elu (ndepụta ọnụọgụ ọnụọgụ na-egosipụta ihe ọ pụtara) wee chọta egwuregwu kacha nso na ajụjụ na milliseconds, ọbụlagodi n'ofe ijeri ndekọ. Ndị nrụpụta na-eziga ntinye site na API dị mfe, yana Pinecone na-ejikwa ntụnye, nchacha, na mmelite. Mwepụta 2023 na-enweghị ihe nkesa ya kewapụrụ ebe nchekwa site na ịgbakọ, na-ebelata ọnụ ahịa. Companieslọ ọrụ na-eji ya na-enye chatbots ebe nchekwa ogologo oge, wuo igwe ndụmọdụ, yana ịchọ ntọala ihe ọmụma site na ihe ọ pụtara kama mkpụrụokwu.
Nghọta nka nka
Pinecone na-eji nyocha agbataobi kacha nso (ANN) kama ịtụnyere ajụjụ na vector ọ bụla echekwara, nke ga-adị oke nwayọ. Algorithms dị ka HNSW (Hierarchical Navigable Small World) na-ewupụta eserese ka injin ahụ wee nwee ike iru egwuregwu kacha nso na oge logarithmic. A na-atụ ihe yiri ya site na anya cosine ma ọ bụ ngwaahịa ntụpọ. Ịzụ ahịa ntakịrị ihe ziri ezi maka nnukwu ọsọ ọsọ na-eme ka ọ jụọ ọtụtụ ijeri vectors na milliseconds.
Mmetụta atụmatụ
Atụmatụ ndị na-ere ahịa
Ụzọ ndị na-ere ahịa na-emetụta atụmatụ ndị otu gị nwere ike ịrụ na-esote.
Ọnụ ego na mmefu ego
Usoro azụmahịa na nhọrọ mbugharị na-emetụta ọnụ ahịa ogologo oge yana ihe egwu.
Ihe ize ndụ na nchekwa
Ihe mkpali ụlọ ọrụ na-akpụzi ndabara ngwaahịa, ọnọdụ nchekwa, na oghere.
Ọdịnihu nke Pinecone
Ebe nchekwa data vector na-aghọ akụrụngwa ọkọlọtọ dịka RAG na-achịkwa AI ụlọ ọrụ. Pinecone na-agbasa nchọ ngwakọ (ijikọta isiokwu na semantic datching), njikọta siri ike na usoro dị ka LangChain, yana njiri na-ebelata ihe ngosi site n'itinye LLMs na data enwetara. Na-atụ anya asọmpi sitere na pgvector, Weaviate, na onyinye ala igwe ojii iji kwalite ọnụ ahịa ala na ike elu. Ka multimodal AI na-etolite, ịchekwa na ịchọ onyonyo, ọdịyo, na ntinye vidiyo ọnụ ga-abụ oke oke.
Mmejuputa n'ezie n'ụwa
Inye ebe nchekwa chatbot nkwado ndị ahịa site na iweghachite tiketi na akwụkwọ ndị dị mkpa gara aga tupu LLM azaa
Semantic search n'ime wiki ụlọ ọrụ ka ndị ọrụ chọta azịza site pụtara, ọ bụghị kpọmkwem mkpụrụokwu
Ịkwado ndụmọdụ ngwaahịa na saịtị e-azụmahịa site na ijikọ ihe nwere vector na-etinye ihe yiri ya
Ịchọta ọdịnaya nke oyiri ma ọ bụ aghụghọ dị nso site n'ịtụle ka vector akwụkwọ abụọ dị nso
Ihe ize ndụ & okporo ụzọ nche
Mwepụta ọkwa nwere ike karịa nkwụsi ike na usoro nrụpụta n'ezie.
Ọnụ ahịa API ma ọ bụ mgbanwe amụma nwere ike imebi echiche n'otu abalị.
Ndabere otu onye na-ere ahịa na-abawanye mkpọchi na ọnụ ahịa mbugharị.
Map mmejuputa
Nyochaa ndị na-eweta ọrụ site na iji ọrụ nke gị na nhazi data.
Nyochaa nzuzo, nchekwa na usoro iwu tupu njikọta.
Jikwaa atụmatụ ọdịda n'ofe ụdị ma ọ bụ ndị na-ere ahịa.
Nyochaa ndetu mwepụta ka mgbanwe map ụzọ ghara iju ndị otu anya.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
HeyGen
Ajụjụ a na-ajụkarị
What is Pinecone?
Pinecone bụ nchekwa data vector jikwaa nke ọma nke na-echekwa ma na-achọ ntinye ọnụọgụgụ ụdị AI na-emepụta. Ọ na-enye ike nchọ ihe ọmụmụ ngwa ngwa ma bụrụ ebe nchekwa dị n'azụ ọtụtụ ngwa eweghachite-augmented generation (RAG).
Kedu ihe Pinecone bụ isi na-echekwa ma na-achọ?
Pinecone bụ nchekwa data vector nke na-echekwa ihe ntinye akụkụ dị elu wee chọta ndị kacha yitere ajụjụ.
Kedu ihe kpatara ejikọtara Pinecone na ụdị asụsụ buru ibu?
LLM na-echefu n'etiti nnọkọ na enweghị data nkeonwe, yabụ Pinecone na-enye ọnọdụ dị mkpa maka ọgbọ eweghachite.
Kedu usoro na-ahapụ Pinecone ịchọ ijeri vectors na milliseconds?
ANN algọridim dị ka HNSW na-azụta ntakịrị ihe ziri ezi maka oke ọsọ, na-ezere nyocha nke na-agwụ ike.
Kedu ihe mwepụta enweghị ihe nkesa 2023 nke Pinecone gbanwere?
Nchekwa na ịgbakọ enweghị nkesa ka ndị ọrụ kwụọ ụgwọ maka ihe ha na-eji, na-ebelata ọnụ ahịa n'ọ̀tụ̀tụ̀.
Kedu ka esi elele myirịta dị n'etiti vector abụọ?
A na-eji igwe metrik gbakọọ myirịta vector dị ka anya cosine ma ọ bụ ngwaahịa ntụpọ, nke na-elele ka vectors siri kwekọọ.