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Giftech2025春_GhostWriter
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d-kuro
June 04, 2025
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Giftech2025春_GhostWriter
d-kuro
June 04, 2025
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Transcript
None
ϓϩμΫτհ
גࣜձࣾҋ͞Μ͔ΒͷΦʔμʔ ϗϥʔͰͳ͍ͷΛϗϥʔίϯςϯπʹ 1. ৬ۀผͷࣦഊஊΛऩू 2. ऩूࣦͨ͠ഊஊΛϗϥʔετʔϦʔʹม 3. ετʔϦʔʹԊͬͨը૾ੜ ➡͜ΕΒΛ AI
Λ׆༻ͯ͠ޮΑ͘ߦ͍͍ͨ
࣮ΛͱʹոஊΛ࡞Δ࡞πʔϧ ूΊΒΕͨ৬ۀผͷࣦഊஊ͔ΒΤϐιʔυΛબ͠ ਓ͕ؒετʔϦʔͷํੑΛࢦఆ͢Δ͜ͱͰੜ AI ͕ոஊΛ͗ ετʔϦʔʹԊͬͨΠϝʔδը૾ΛࣗಈͰੜ
ղܾͨ͠՝ ࣮ոஊͷͱʹͳΔ “छ” Λݟ͚ͭΔͷ͕େม ࣮ոஊʹඞཁͳͷϦΞϦςΟ ͦͷͨΊʹҰ࣍ใͷΞΫηε͕େࣄ Βͳ͍ͷࣦഊஊΛूΊΔͷେม ➡ GhostWriter Ͱ
AI ͕ใऩूΛαϙʔτ Web ্ͷίϯςϯπΛ AI ͕ϑΟϧλϦϯάͯ͠ ࣭ͷߴ͍ใ͚ͩΛϢʔβʔʹఏڙ
ղܾͨ͠՝ ϗϥʔ͡Όͳ͍ͷΛ ”ոஊԽ” ͢Δ͜ͱ͕ AI ʹ͍͠ ੜ AI ҙ֎ੑ৺ཧతڪාͷΈࠐΈ͕ۤखͰ ςϯϓϨతͳϗϥʔʹؕΓ͕ͪ
➡ GhostWriter ͰϢʔβʔ͕ AI ʹ੍࡞ͷํੑΛࢦࣔ AI ͱਓؒͱͷڞಉͰ࡞ΛਐΊΔ͜ͱͰ ੜ͞ΕΔίϯςϯπͷ࣭Λ୲อ
ղܾͨ͠՝ ࡞ͷྲྀΕ͕πʔϧؒͰஅ͞Εͯ͠·͏ ϗϥʔ੍࡞ʹߏ, ετʔϦʔ੍࡞, ը૾࡞ͳͲ ଟ͘ͷఔ͕ؔΘΔ ͦΕͧΕΛผͷπʔϧͰѻ͏ͱ࡞ͷྲྀΕ͕அઈ͠ ͯ͠·͏ ➡ GhostWriter
͕ൃ͔ΒΞτϓοτ·ͰΛ Ұ؏ͯ͠ࢧԉ
None
None
None
ٕज़ཁૉͷհ
ΞʔΩςΫνϟ Next.js Fast API EKS Cluster Frontend Backend ALB Cognito
+ SQLite DB Πϯγσϯτσʔλ ͷಡΈऔΓ ೝূ Gemini API Terraform ʹΑΔ IaC GitHub Actions ʹΑΔ CI/CD
AI Ϟσϧͷબఆ ςΩετੜʹ Gemini 2.5 Flash / Gemini 2.0 Flash
Web ϖʔδΛѻ͏߹্ίϯςΩετΟϯυͷେ͖͕͞ັྗత ։ൃظؒதʹϦϦʔε͞Εͨ Gemini 2.5 Pro ͷΫΦϦςΟ͕ྑ͔ͬͨ - ݱࡏύϑΥʔϚϯεΛߟྀ͠ 2.5 Flash ͕ϝΠϯͰಈ࡞ - ؆୯ͳ࡞ۀ 2.0 Flash ͕୲ ը૾ੜ ʹ Imagen3 Λ༻ ࣮ϕʔεͷոஊʹඞཁͳϑΥτϦΞϧͳඳࣸྗ
ࣦഊஊͷݕࡧ ࣦഊஊͷσʔλࣄલʹεΫϨΠϐϯάͨ͠ͷΛ SQLite ʹ֨ೲ͠ɺΞϓϦέʔγϣϯίϯςφʹแ ಉظతͳݕࡧύϑΥʔϚϯε͕ѱ͍Λղܾ ࣭ͷߴ͍هࣄΛࣄલʹϑΟϧλϦϯά͓͚ͯ͠Δ AI ʹۙ৬ۀಉٛදݱΛੜͤ͞Δ͜ͱͰݕࡧͷώοτΛ্͛ ͍ͯΔ
ࣦഊஊͷݕࡧ ಉظͰ Web ݕࡧ SQLite ͔Βऔಘ Πϯγσϯτݕࡧը໘ʹͯݕࡧ݁ՌΛ 6 ݅දࣔ͢Δ·Ͱͷ࣌ؒΛൺֱ 5.98s
376s
ϗϥʔετʔϦʔੜ Agent Development Kit ʹΑͬͯ࡞ͨ͠ AI ΤʔδΣϯτΛෳ࿈ܞͤ͞Δ͜ͱʹΑͬͯոஊͷ֓ཁΛੜ ׂಛԽΤʔδΣϯτΛෳ࿈ܞ͢Δ͜ͱͰ ࣭ͷߴ͍ϗϥʔετʔϦʔΛੜ͢Δ͜ͱ͕Մೳʹ ίϯηϓτ
ϓϩοτઃܭ ΤʔδΣϯτ γʔϯৄࡉ ԋग़ઃܭ ΤʔδΣϯτ ϗϥʔϥΠλʔ ΤʔδΣϯτ
ը૾ੜ νϟϓλʔؒͰొ͢ΔਓʹҰ؏ੑ͕ͳ͍͕՝ʹ ੑผ, , ܕ͕มΘΔ etc..
ը૾ੜ Ұ؏ੑใͷநग़ ߏԽϓϩϯϓτ ੜ ը૾ੜϓϩϯϓτ ੜ ը૾ੜ ετʔϦʔશจ͔Βओཁͳొਓͷಛʢ֎ݟɺͳͲʣ ॴͷઃఆɺશମతͳงғؾͱ͍ͬͨڞ௨ཁૉΛநग़ ྫ:
ए͍உੑ, , εʔπ࢟
Ұ؏ੑใͷநग़ ߏԽϓϩϯϓτ ੜ ը૾ੜϓϩϯϓτ ੜ ը૾ੜ நग़͞ΕͨҰ؏ੑใͱ֤νϟϓλʔͷ ςΩετΛݩʹ JSON ͰߏԽ͞Εͨϓ
ϩϯϓτΛੜ ը૾ੜ
Ұ؏ੑใͷநग़ ߏԽϓϩϯϓτ ੜ ը૾ੜϓϩϯϓτ ੜ ը૾ੜ Imagen3 ͷυΩϡϝϯτΛγεςϜϓϩϯϓτͱͯ͠ ೖྗ͞Εͨ AI
͕ը૾ੜ༻ͷϓϩϯϓτΛੜͯ͠ ը૾ੜΛ࣮ߦ ը૾ੜ
ͦΕͰશͰͳ͍ͷͰ ࣗવݴޠʹΑΔը૾ͷ ࠶ੜΛαϙʔτ
ల
εέʔϧՄೳͳίΞٕज़: AI ʹΑΔϦΞϧͳମݧஊͷऩूɾੳ ਓؒࢦࣔ × AI ੜʹΑΔߴ࣭ίϯςϯπԽ తʹ߹Θͤͨʮมɾ٭৭ʯΤϯδϯ Ԡ༻ͷྫ: ڭҭɾݚम
ʢࣦഊஊ͔ΒֶͿڭࡐੜʣ ϚʔέςΟϯά ʢސ٬ͷΛϒϥϯυετʔϦʔʣ Τϯλϝɾ࡞ࢧԉ ʢ࣮ϕʔεͷݪҊ࡞ʣ ల
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠