EmbeddingGemmaをDifyから使いたいけどAPI経由はつまらん #iotlt #gemma #dify

ビジュアルプログラミングIoTLT vol21 https://iotlt.connpass.com/event/361985
こちらの記事の内容で話をしました。 https://qiita.com/n0bisuke/items/ad3796d77a53ba16446d

Transcript

1. 
   ͼ͡Ύ͋Δϓϩάϥϛϯά
   *P5-5 ΦϯσόΠεͳ&NCFEEJOH(FNNBΛ%JGZ͔Β৮Γ͍ͨ ੁݪͷͼ͚͢
   
   !OCJTVLF
2. ੁݪ
   ͷͼ͚͢ ɾϓϩτλΠϐϯάઐ໳εΫʔϧʮϓϩτΞ΢τελδΦʯ
   
   
   
   σδλϧϋϦ΢ουେֶେֶӃ
   ඇৗۈߨࢣ
   ϓϩμΫτϓϩτλΠϐϯά
   ɾݸਓ׆ಈ
   
   
   
   *P5-5
   ʢࠃ಺࠷େͷ*P5ίϛϡχςΟʣओ࠵
   
   
   
   %FWFMPQFST
   4VNNJU
   
   ϕετεϐʔΧʔҐ
   
   
   
   -*/&
   "1*
   &YQFSU
   
   .JDSPTPGU
   .71
   
   *#.
   $IBNQJPO
   
   
   
   ݱ৔Λ஌ΔͨΊډञ԰ҰݢΊञ৔Ͱ೥ࠒʹ೥ऑۈ຿
   
   
   
   େࡕͰઌ೔೤த঱ͱαΠϑΛ͢ΒΕ·ͨ͠ OPCJTVLF
   TVHBXBSB
3. ࠓճͷ಺༰͸ͪ͜Βͷهࣄʹ·ͱΊͯ·͢ɻ IUUQTRJJUBDPNOCJTVLFJUFNTBEEBCBE
4. &NCFEEJOH(FNNB l(FNNB
   
   ʹجͮ͘
   
   ԯ
   
   ສͷύϥϝʔλΛ࣋ͭଟݴޠςΩετ
   ΤϯϕσΟ ϯά
   ϞσϧͰ͢ɻ
   εϚʔτϑΥϯɺϊʔτύιίϯɺλϒϨοτͳͲͷ೔ৗతͳσόΠε޲͚ʹ࠷ దԽ͞Ε͍ͯ·͢ɻ
   ͜ͷϞσϧ͸ɺ৘ใݕࡧɺηϚϯςΟοΫྨࣅੑݕࡧɺ෼ྨɺΫϥελϦϯά ͳͲͷμ΢ϯετϦʔϜ
   λεΫͰ࢖༻͢ΔςΩετͷ਺஋දݱΛੜ੒͠·͢z 
   ΦϯσόΠε޲͚ͷຒΊࠐΈϞσϧ ϝʔϧͱ͔ػີจষ΋ϩʔΧϧͰຒΊࠐΈͰ͖Δ
5. &NCFEEJOH(FNNBΛ%JGZ͔Β࢖͍͍͚ͨͲ"1*ܦ༝͸ͭ·ΒΜ 
   &NCFEEJOH(FNNBΛϚΠίϯϘʔυͰಈ͔ͯ͠ར༻
6. &NCFEEJOH(FNNBΛ%JGZ͔Β࢖͍͍͚ͨͲ"1*ܦ༝͸ͭ·ΒΜ Ոʹ຾͍ͬͯͨ+FUTPO
   /BOPΛ׆༻ͯ͠ΈΔ
7. 45&1
   +FUTPO
   /BOPʹPMMBNBʹ curl -s http://localhost:11434/api/embed -H 'content-type: application/json' -d '{"model":"embeddinggemma:300m","input":["౦ ژͷఱؾ","ण͕࢘৯΂͍ͨ"]}' {"model":"embeddinggemma:300m","embeddings": [[-0.17842108,-0.003002565,0.053567614,0.007768844,0.015386832,0. 03235181,-0.020633992,0.01612448,0.028137116,-0.063197635,-0.0048 24459,-0.012347473,0.034683675,-0.015954712,0.10620198,0.03490049 8,0.037444353,-0.032316588,-0.
8. 0MMBNBόʔδϣϯ͓ؾΛ͚ͭͯ
9. $MPVEGMBSF
   5VOOFM
   ͓Ո 45&1
   τϯωϦϯά
10. 45&1
    %JGZ͔Βར༻
11. νϟϯΫԽ
    
    ͪΌΜͱ΍ΕΔͶ
12. ൺֱ
    
    ଞ΋
13. ·ͱΊ  +FUTPO
    /BOPͰ&NCFEEJOH(FNNBΛಈ͔ͯ͠%JGZ͔Βར༻
     ຒΊࠐΈ͸ࣄલॲཧͳͷͰॲཧεϐʔυ΋͋·ΓؾʹͳΒͣ࢖͑ͦ͏ͳҹ৅
     ϩʔΧϧͰಈ͘͜ͱʹΑͬͯࣾ಺৘ใͷΑ͏ͳػີ৘ใΛ"1*ܦ༝ͰຒΊࠐΈͨ͘͠ͳ͍ɺͱ͍ͬͨχʔ ζͳͲʹࢗ͞Γͦ͏
     ΍ͬͯΈ͚ͨͲແཧʹσόΠεͰಈ͔͢ඞཁ͸ͳ͍ͷͰɺͨͩ࢖͏͚ͩͰ͋Ε͹)VHHJOH
    'BDFͷ"1*΍Ͳ ͔͜ͷΫϥ΢υαʔόʔʹ͓͍ͨPMMBNBͳͲͰಈ͔͢ͳͲͷ΄͏͕҆ఆͯ͠࢖͑Δͱࢥ͍·͢