Momentoとは? ~JAWS FESAT 2023 お祭りセッション~

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1. @MomentoJP Momentoͱ͸?
 ~JAWS FESAT 2023 ͓ࡇΓηογϣϯ~
2. © 2023, Momento, Inc. ࣗݾ঺հ Yoshitaka KOITABASHI (@yoshii0110) Momento - Community Advocate @MomentoJP
4. @MomentoJP ։ൃऀΛॿ͚Δ࠷ߴͷαʔόϨεϓϥοτϑΥʔϜ
5. @MomentoJP ͳͥαʔόϨεͳͷ͔ʁʁ Ϛʔέοτʹରͯ͠ૉૣ͘σϦόϦʔ͕Ͱ͖Δ ίϯγϡʔϚͷརศੑ͕޲্͢Δ
 (εέʔϦϯάͷ؍఺౳Ͱ) ΑΓηΩϡΞʹͳΔ අ༻͕҆͘ͳΔ
6. @MomentoJP αʔόϨεͷఆٛ 1ͭͷAPI ݺͼग़͠Ͱར༻Մೳ ϓϩϏδϣϯෆཁ ؅ཧෆཁ ࠷௿ྉۚͷແ͍ ࢖ͬͨ෼͚ͩͷࢧ෷͍ ܭըఀࢭ͕ແ͍ Πϯελϯε͕ແ͍
7. @MomentoJP αʔόϨεͷັྗ 5ߦ૊ΈࠐΊ͹࢖͑Δखࠒ͞ Create new cache Set a cache item Fetch the item value
8. © 2023, Momento, Inc.
9. © 2023, Momento, Inc. Momento Cache σʔλϕʔεͱΞϓϦͷ଎౓ͱՔಇ࣌ؒΛ޲্ͤ͞Δ Ϋϥ΢υ ΞϓϦέʔγϣϯ όοΫΤϯυ Ωϟογϡ Ϋϥ΢υ σʔλϕʔε ΫϥΠΞϯτ Πϯλʔωοτ Momento
 Cache Redis/Memcached @MomentoJP
10. © 2023, Momento, Inc. ΩϟογϡΛ࢖͏Ϣʔεέʔε @MomentoJP Ұ࣌తͳσʔλετΞͱͯ͠ར༻ සൟʹมߋ͞ΕΔσʔλ ΞϓϦέʔγϣϯͷύϑΥʔϚϯεΛ޲্ αʔόʔͱDBͷI/OෛՙΛܰݮ
11. © 2023, Momento, Inc. AWSͰΩϟογϡΛ࢖͏৔߹ͷબ୒ࢶ @MomentoJP Amazon ElastiCache (Memcached / Redis) Amazon DynamoDB Accelerated (DAX) Momento Cache
12. © 2023, Momento, Inc. Ωϟογϯάͷ֓೦ ྫ͑͹ɺDB ʹର͢ΔΫΤϦͷԠ౴࣌ؒΛվળ ಡΈऔΓͷෛՙΛվળ @MomentoJP
13. © 2023, Momento, Inc. Ωϟογϡͷར༻ྫ
14. VPC Autoscaling Maintenance Windows TLS Auth
15. © 2023, Momento, Inc. Momento Topics (Pub/Sub) ύϒϦογϟʔ ΞϓϦέʔγϣϯ Momento Topics ΞϓϦؒͷϦΞϧλΠϜίϛϡχέʔγϣϯʹ࢖༻͞ΕΔߴ଎Ͱߴੑೳͳ
 αʔόʔϨεϝοηʔδύλʔϯ Lambda αϒεΫϥΠόʔ αϒεΫϥΠόʔ ΞϓϦέʔγϣϯ @MomentoJP
16. Pub/SubΛAWSͰ૊Ήͱ
17. Momento Vector Index The Fastest Path to Production Ready Vector Search @ Scale
18. 1.1. Build The Index
19. 1. Building The Index client.add_item_batch(index_name, items= [ Item(id="item_1", vector=[1.0, 2.0], metadata={"key1": "value1"}), Item(id="item_2", vector=[3.0, 4.0], metadata={"key2": "value2"}), Item(id="item_3", vector=[5.0, 6.0], metadata={"key1": "value3", "key3": "value3"}), ], )
20. client.search (index_name, query_vector=query_vector, top_k=top_k) 2. Search The Index
21. © 2023, Momento, Inc. Bedrock Λ࢖༻ͨ͠νϟοτ https://github.com/aws-samples/bedrock-claude-chat
22. © 2023, Momento, Inc. ίϯιʔϧʹ͍ͭͯ঺հ ίϯιʔϧϩάΠϯ·Ͱͷϋʔυϧ௿͘ 3εςοϓͰ׬ྃ @MomentoJP
23. © 2023, Momento, Inc. MomentoͷՁ֨ઃఆ @MomentoJP
24. @MomentoJP ࣮ࡍʹݕূͯ͠Έ͍ͨʂ
25. © 2023, Momento, Inc. ೖ໳ऀ޲͚ϋϯζΦϯࢿྉ @MomentoJP https://zenn.dev/momentobigfun
26. © 2023, Momento, Inc. Momento ϢʔβίϛϡχςΟ
 ΋ΊΜͱձͷ͝঺հ Momento ΦϯϥΠϯίϛϡχςΟ(discord) @MomentoJP
27. © 2023, Momento, Inc. Community
28. © 2023, Momento, Inc. Thank You!