Meilisearchでハイブリッドベクトル検索

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1. .FJMJTFBSDIͰ
   ϋΠϒϦουϕΫτϧݕࡧ 1Z%BUB
   0LJOBXB
    
   BJQBDPNNBOEFS!ఱٱ
2. ࣗݾ঺հ w ΞΠύʔୂ௕ͱ͍͍·͢
   !BJQBDPNNBOEFS
   w ͏ͪͳʔΜͪΎͰ͢
   w $#DMPVEגࣜձࣾͰಇ͍͍ͯ·͢
   w ෺ྲྀۀքͰΠϊϕʔγϣϯىͨͯ͘͜͠೔ʑؤு͍ͬͯ·͢
   w ࠷ۙϦʔμʔ͔ΒϚωʔδϟʔʹͳͬͨ
   w ίʔυॻ࣌ؒ͘૿΍ͨͯ͘͠స৬͚ͨ͠Ͳ೥ͱϲ݄Ͱ௵͑ͯ਒͑ͯ ͍Δ
3. ࠓق໨ඪ
4. ࠓق໨ඪ "*࢖ͬͯӡ༻޻਺࡟ݮ͍ͨ͠ɺϢʔβʔମݧΛྑ͍ͨ͘͠
   ͓͔ͷͨ͠ʢ.FJMJTFBSDI࢖͍ͬͯΔ͔Β.FJMJTFBSDIͰͰ͖ͳ͍͔ͳʣ
5. .FJMJTFBSDIͱ͸
6. .FJMJTFBSDIͱ͸ w ʮΊ͍Γ͞ʔͪʯͱಡΉ
   w %PDLFSͰγϡοͱ্ཱͪ͛Δ͜ͱ͕Ͱ͖Δ;FSP
   $PO fi HݕࡧΤϯδϯ
   w 3VTU੡Ͱඇৗʹߴ଎ʢϛϦඵ͙Β͍Ͱฦ͢ʣ
   w &MBTUJD
   4FBSDIͷΑ͏ʹઃఆΨνϟΨνϟͤͣͱ΋͙͢ར༻Ͱ͖Δ
   w "1*ܦ༝Ͱ৭ʑૢ࡞͕Ͱ͖ΔʢΠϯσοΫε࡞੒ɺυΩϡϝϯτ௥Ճ౳ʣ
   w ͓ۚͰୟ͚͹.FJMJTFBSDI
   $MPVE͕ར༻Ͱ͖Δ
   w ͍ͨͩ·W 
   ݱࡏ ɺW͕։ൃத
7. ϕΫτϧݕࡧ
8. ϕΫτϧݕࡧͱ͸ w WͰಋೖ͞Εͨػೳʢʣ
   w ࡢࠓͷ--.Λ࢖ͬͨ3"(ͷΑ͏ͳ࢓૊Έ͕࡞ΕΔ
   w .FJMJTFBSDIͰ͸·ͩϕʔλ൛Ͱͷఏڙʢࠓޙഇࢭ͞ΕΔϦεΫʣ
   w "1*Λୟ͍ͯػೳΛ0/ʹ͢Ε͹͓̺
   w ϕΫτϧݕࡧͩͱɺ
   αʔυύʔςΟϥΠϒϥϦ΍
   αʔϏεΛར༻ͯ͠ɺϕΫτϧԽ͢Δ
   ඞཁ͕͋ͬͨ
9. ࣗಈ
   &NCFEEJOH
   ੜ੒ػೳ
10. ࣗಈ
    &NCFEEJOH
    ੜ੒ػೳͱ͸ w W͔Β0QFO"*ͱ)VHHJOH'BDFΛར༻ͯ͠ɺ.FJMJTFBSDI಺Ͱࣗ ಈతʹ&NCFEEJOHΛੜ੒͢Δػೳ͕ಋೖ͞Εͨ
    w ͜Ε΋࣮ݧػೳ
    w ·ͨɺTFNBOUJD3BUJPύϥϝʔλΛ
    ௐ੔͢Δ͜ͱͰɺΩʔϫʔυݕࡧͱ
    ϕΫτϧݕࡧΛϋΠϒϦουɺ
    ·ͨ͸ͲͪΒ͔Λʢ࢖Θͳ͍ʣʹ
    ͢Δ͜ͱ͕Ͱ͖Δ
11. Αͦ͞͏
12. ͜ͷهࣄΛύΫοͯࢀߟʹਐΊΔ https://zenn.dev/kun432/scraps/476880e7c0a638
13. σϞ
    ؒʹ߹Θͳ͔ͬͨ͝ΊΜͶ
14. ࡶײ • ਖ਼௚·ͩͳΜ΋Θ͔ΒΜ • ೔ຊޠରԠ͍ͯ͠ΔEmbeddingϞσϧΛ࢖͏ͱ͢Δͱ404ΤϥʔͰ͸ ͯͳͱͳΔ • OpenAIʹ՝͕ۚͨ͠ɺͳ͔ͥAPI͕࢖͑ͳ͍ʢ՝ۚଛʣ • ϕΫτϧݕࡧ͸·ͩΘ͔Βͳ͍͕ɺݕࡧ͚ͩͳΒMeilisearch͸͍͍ͧ
15. ͓ΘΓ