Weaviate（ウィービエート）

概要\n\nWeaviate(ウィービエート)はSeMI Technologies(現Weaviate)2019年公開のWeaviateで、Pro 業界Pro Mainstream Open Source Vector DB Top + Pro BSD 3-Clause + Pro Bob van Luijt Pro CEO主導 + Pro Modules System + Pro Hybrid Search + Pro Open Source Vector DB Top Heritage継承代表機 + Pro Modules System Heritage継承代表機 + 累計2019-2025年6年Heritage Pro Top独占代表機。Weaviate歴史: 2019-Pro SeMI Technologies設立Pro Famous(オランダAmsterdam + Bob van Luijt Pro CEO + Pro 元Adyen Engineer + Etienne Dilocker Pro CTO) + 2019-Pro Weaviate公開Pro Famous Story類無し(Pro 業界Pro Mainstream Open Source Vector DB業界出発点 + Pro Modular Architecture) + 2022-Pro Series A $16M投資Pro Famous + 2023-04 Pro Series B $50M投資Pro Famous(Battery Ventures) + 2023-09 Pro Series C $200M投資Pro Famous(Open AI Startup Fund + Index Ventures + Pro $1B+ Valuation Pro Famous) + 2024-Pro Weaviate Cloud Serverless公開Pro Famous + 2024-Pro Generative Search対応 + 2025-Pro Weaviate Agents公開予定 + 累計2019-2025年6年Heritage継承。Weaviate主要機能: (1)Weaviate(旧SeMI Technologies)主導(オランダAmsterdam + 2019-設立 + Bob van Luijt Pro CEO + Pro 元Adyen Engineer + Etienne Dilocker Pro CTO)、(2)Pro 業界Pro Mainstream Open Source Vector DB Top(Pro 業界Pro Mainstream Open Source Vector DB業界Top独占)、(3)Pro BSD 3-Clause License(Pro 業界Pro Mainstream Open Source License + Pro 商用利用可)、(4)Pro Bob van Luijt Pro CEO主導(Pro 元Adyen Engineer + Pro Pioneer Open Source)、(5)Pro Modules System(Pro 業界Pro Mainstream Modular Vector DB業界出発点 + Pro text2vec/img2vec/multi2vec各種Modules)、(6)Pro Hybrid Search対応(Pro BM25 + Vector + Reranking)、(7)Pro 13k+ GitHub Stars + Pro Multi-Tenancy + Pro Replication対応、(8)Pro Series A $16M(2022)、(9)Pro Series B $50M(2023-04 Battery Ventures)、(10)Pro Series C $200M(2023-09 Open AI Startup Fund + Index Ventures + Pro $1B+ Valuation Pro Famous)、(11)Pro 2024-Weaviate Cloud Serverless公開Pro Famous、(12)Pro 2024-Generative Search対応、(13)Pro 2025-Weaviate Agents公開予定、(14)Pro Open Source Vector DB Top Heritage継承代表機 + Pro Modules System Heritage継承代表機 + 累計2019-2025年6年Heritage Pro Top独占代表機 + Pro業界History派 + Pro Weaviate派 + Pro SeMI派 + Pro Bob van Luijt派 + Pro 元Adyen派 + Pro Etienne Dilocker派 + Pro Modules派 + Pro BSD派 + Pro Hybrid Search派 + Pro 13k Stars派 + Pro $200M派 + Pro $1B+派 + Pro Cloud Serverless派 + Pro Agents派 真価発揮。Weaviate vs 競合Vector DB比較: Weaviate(2019、本レコード、SeMI/Weaviate + Pro Open Source Vector DB Top + 累計6年Heritage)・Pinecone(2019- + Pro Managed Vector DB Top + Pro Edo Liberty)・Milvus(2019- + Zilliz + Pro Open Source + Pro 中国)・Qdrant(2021- + Pro Open Source + Pro Rust)・Chroma(2022- + Pro Embedded)・LanceDB(2023- + Pro Embedded Rust)・Vespa(2003- + Yahoo)・pgvector(2021-)・Elasticsearch(2010-)・Redis Vector Search(2022-)・Vectara(2022-)・Marqo(2022-)・MongoDB Atlas(2023-)、Weaviate = Pro Open Source Vector DB Top + Pro Modules System + Pro Hybrid Search + Pro Bob van Luijt + Pro $1B+ + 6年Heritage、Pinecone/Milvus/Qdrant/Chroma/LanceDB/Vespa/pgvector/Elasticsearch/Redis/Vectara/Marqo/MongoDB Atlas = Pro主要競合。Weaviate歴史的影響: (1)Pro 業界Pro Mainstream Open Source Vector DB Top + 6年Heritage、(2)Pro Modules System + Pro 業界出発点、(3)Pro Hybrid Search BM25 + Vector + Reranking、(4)Pro BSD 3-Clause + Pro 商用利用可、(5)Pro Bob van Luijt + Pro 元Adyen Engineer、(6)Pro Series A $16M + Series B $50M + Series C $200M、(7)Pro $1B+ Valuation 2023-09、(8)Pro 2024-Weaviate Cloud Serverless、(9)Pro 2024-Generative Search、(10)Pro業界History派 + Pro Weaviate派 + Pro Open Source派 + Pro Modules派 + Pro $1B+派 真価発揮。Future: 2019-Weaviate設立 + 2024-Cloud Serverless + 2025-Agents予定 + Pro Mainstream Open Source Vector DB業界Top独占継続Heritage継続。\n\n## 主な特徴・仕組み\n\n- 設立: 2019- Amsterdam\n- Bob van Luijt Pro CEO: 元Adyen Engineer\n- Etienne Dilocker Pro CTO\n- Pro 業界Pro Mainstream Open Source Vector DB Top\n- BSD 3-Clause License\n- Modules System:\n - text2vec\n - img2vec\n - multi2vec\n - 業界出発点\n- Hybrid Search: BM25 + Vector + Reranking\n- 13k+ GitHub Stars\n- Multi-Tenancy + Replication対応\n- Series A $16M (2022)\n- Series B $50M (2023-04 Battery Ventures)\n- Series C $200M (2023-09 Open AI Startup Fund + Index): $1B+ Valuation\n- Weaviate Cloud Serverless (2024-)\n- Generative Search対応 (2024-)\n- Weaviate Agents (2025-予定)\n- 累計2019-2025年6年Heritage\n\n## スペック比較表\n\n| Vector DB | 公開年 | 開発元 | License | 機能 |\n|-----------|--------|--------|---------|------|\n| Vespa | 2003 | Yahoo | Apache 2.0 | Pro 老舗 |\n| Elasticsearch | 2010 | Elastic | Elastic License | Pro Inverted Index |\n| Pinecone | 2019 | Pinecone | Closed | Pro Managed Top |\n| Weaviate | 2019 | SeMI/Weaviate | BSD 3-Clause | Pro Modules + Hybrid |\n| Milvus | 2019 | Zilliz | Apache 2.0 | Pro 中国Open |\n| Qdrant | 2021 | Qdrant | Apache 2.0 | Pro Rust |\n| pgvector | 2021 | Andrew Kane | PostgreSQL | Pro PG Extension |\n| Chroma | 2022 | Chroma | Apache 2.0 | Pro Embedded |\n| Redis Vector Search | 2022 | Redis | Redis License | Pro Redis統合 |\n| Vectara | 2022 | Vectara | Closed | Pro Cloud |\n| Marqo | 2022 | Marqo | Apache 2.0 | Pro Multimodal |\n| LanceDB | 2023 | Lance | Apache 2.0 | Pro Embedded Rust |\n| MongoDB Atlas | 2023 | MongoDB | Closed | Pro MongoDB統合 |\n| Turbopuffer | 2024 | Turbopuffer | Closed | Pro Cloud新興 |\n\n## 具体例・対応製品\n\n- Weaviate公開 (2019)\n- Series A $16M (2022)\n- Series B $50M (2023-04)\n- Series C $200M (2023-09): $1B+ Valuation\n- Weaviate Cloud Serverless (2024-)\n- Generative Search (2024-)\n- Weaviate Agents (2025-予定)\n- Bob van Luijt + Etienne Dilocker\n\n## 自作PCでの選び方・注意点\n\nWeaviate歴史Concept学習 + 現代Pro Weaviate Workflow例: (A)現代Pro Weaviate Cloud Serverless構成: Weaviate Cloud + Modules + Hybrid Search + Generative Search + Pro Top、(B)Pro代替¥0構成: Weaviate Open Source Self-host + BSD 3-Clause、(C)歴史Weaviate Heritage学習¥0構成: SeMI設立 2019 → Series A 2022 → $50M 2023-04 → $200M $1B+ 2023-09 → Cloud Serverless 2024 → Agents 2025予定 = 6年Pro Weaviate Heritage学習Pro Reference。Weaviate歴史 選択ポイント: (1)Pro 業界Pro Mainstream Open Source Vector DB Top + 6年Heritage = 2019 SeMI Technologies Weaviate公開Pro Famous Story類無し + Pro 業界Pro Mainstream Open Source Vector DB Top + 累計2019-2025年6年Pro Mainstream Open Source Vector DB業界Top独占Heritage Pro Reference Heritage Pro Top独占 + Pro Open Source派 + Pro Top派 + Pro 6年派 真価発揮、Pro Open Source派 + Pro Top派 真価発揮、(2)Pro Modules System + Pro 業界出発点 + Pro Hybrid Search = Pro Modules System(Pro 業界Pro Mainstream Modular Vector DB業界出発点 + Pro text2vec/img2vec/multi2vec各種Modules) + Pro Hybrid Search対応(Pro BM25 + Vector + Reranking) + 業界Pro Mainstream Modules + Hybrid Search Vector DB業界出発点Heritage Pro Reference Heritage Pro Top独占 + Pro Modules派 + Pro text2vec派 + Pro img2vec派 + Pro multi2vec派 + Pro Hybrid Search派 + Pro BM25派 真価発揮、Pro Modules派 + Pro Hybrid派 真価発揮、(3)Pro Bob van Luijt + Pro 元Adyen + Pro Etienne Dilocker = Pro Bob van Luijt Pro CEO主導(Pro 元Adyen Engineer + Pro Pioneer Open Source) + Pro Etienne Dilocker Pro CTO + 業界Pro Famous Vector DB Founder Heritage Pro Reference Heritage Pro Top独占 + Pro Bob van Luijt派 + Pro 元Adyen派 + Pro Etienne Dilocker派 + Pro Pioneer派 真価発揮、Pro Bob van Luijt派 + Pro 元Adyen派 真価発揮、(4)Pro $200M + Pro $1B+ Valuation + Pro Open AI Fund = Pro Series A $16M(2022) + Pro Series B $50M(2023-04 Battery Ventures) + Pro Series C $200M(2023-09 Open AI Startup Fund + Index Ventures + Pro $1B+ Valuation Pro Famous) + 業界Pro Famous Vector DB Investment Heritage Pro Reference Heritage Pro Top独占 + Pro $16M派 + Pro $50M派 + Pro $200M派 + Pro $1B+派 + Pro Battery派 + Pro Open AI Fund派 + Pro Index派 真価発揮、Pro $1B+派 + Pro Open AI Fund派 真価発揮、(5)Pro Cloud Serverless + Pro Generative Search + Pro Agents + Pro Multi-Generation = Pro 2024-Weaviate Cloud Serverless公開Pro Famous + Pro 2024-Generative Search対応 + Pro 2025-Weaviate Agents公開予定 + Pro Multi-Generation Heritage(SeMI設立 2019/Weaviate公開 2019/Series A 2022/Series B 2023-04/Series C 2023-09/Cloud Serverless 2024/Generative Search 2024/Agents 2025予定継承) + 業界Pro Mainstream Vector DB Multi-Generation業界Top独占Heritage Pro Reference Heritage Pro Top独占 + Pro Cloud Serverless派 + Pro Generative Search派 + Pro Agents派 + Pro Multi-Generation派 真価発揮、Pro Agents派 + Pro Multi-Generation派 真価発揮。\n\n## 関連用語との違い\n\nPinecone (2019-): Pinecone + Pro Managed Vector DB Top + Pro Edo Liberty + Pro $750M + 累計6年Heritage。Weaviate(2019 + SeMI/Weaviate + Pro Open Source Vector DB Top + Pro Modules + 累計6年Heritage)競合 + 同年競合 + Pro Closed Managed → Pro Open Source + Pro Edo Liberty元AWS → Pro Bob van Luijt元Adyen + Pro $750M → Pro $1B+ + 6年 vs 6年Heritage(同期)、Pinecone = Pro Closed Managed + Pro Serverless + Pro Edo Liberty + Pro $750M + Pro Inference + Assistant、Weaviate = Pro Open Source + Pro BSD + Pro Modules + Pro Bob van Luijt + Pro $1B+ + Pro Cloud Serverless。\n\nQdrant (2021-): Qdrant + Pro Open Source + Pro Rust + Pro Apache 2.0 + 累計4年Heritage。Weaviate(2019 + SeMI/Weaviate + Pro Open Source Vector DB Top + Pro Modules + 累計6年Heritage)競合 + 2年前世代 + Pro Rust → Pro Go + Pro Apache 2.0 → Pro BSD 3-Clause + Pro Andrey Vasnetsov → Pro Bob van Luijt + 4年 vs 6年Heritage、Qdrant = Pro Rust + Pro Apache 2.0 + Pro Andrey Vasnetsov + Pro 高速、Weaviate = Pro Go + Pro BSD 3-Clause + Pro Modules + Pro Bob van Luijt + Pro Hybrid + Pro $1B+。\n\n## よくある質問(FAQ)\n\nQ1: Pro 業界Pro Mainstream Open Source Vector DB Top + 6年Heritage 効果?\nA: 2019 SeMI Technologies Weaviate公開Pro Famous Story類無し + Pro 業界Pro Mainstream Open Source Vector DB Top + 累計2019-2025年6年Pro Mainstream Open Source Vector DB業界Top独占Heritage Pro Reference + 業界Pro Mainstream Open Source Vector DB業界Top独占Heritage Pro Reference Heritage Pro Top独占 + 累計世界Pro Mainstream Vector DB継承(Pinecone/Milvus/Qdrant/Chroma/LanceDB/pgvector/Elasticsearch/Redis Vector Search/MongoDB Atlas継承)Pro Mainstream + 業界Pro Mainstream Vector DB業界Top独占Heritage Pro Reference Heritage Pro Top独占。\n\nQ2: Pro Modules System + Pro Hybrid Search + Pro 13k Stars 効果?\nA: Pro Modules System(Pro 業界Pro Mainstream Modular Vector DB業界出発点 + Pro text2vec/img2vec/multi2vec各種Modules) + Pro Hybrid Search対応(Pro BM25 + Vector + Reranking) + Pro 13k+ GitHub Stars + Pro Multi-Tenancy + Pro Replication対応 + 業界Pro Mainstream Modular + Hybrid Search + GitHub Stars Vector DB業界出発点Heritage Pro Reference Heritage Pro Top独占 + 累計世界Pro Mainstream Open Source Vector DB継承(Milvus/Qdrant/Chroma継承)Pro Mainstream + 業界Pro Mainstream Open Source Vector DB業界Top独占Heritage Pro Reference Heritage Pro Top独占。\n\nQ3: Pro $200M $1B+ + Pro Open AI Fund + Pro Cloud Serverless + Pro Multi-Generation 効果?\nA: Pro Series C $200M(2023-09 Open AI Startup Fund + Index Ventures + Pro $1B+ Valuation Pro Famous) + Pro 2024-Weaviate Cloud Serverless公開Pro Famous + Pro 2024-Generative Search対応 + Pro 2025-Weaviate Agents公開予定 + Pro Multi-Generation Heritage(SeMI設立 2019/Weaviate公開 2019/Series A 2022/Series B 2023-04/Series C 2023-09/Cloud Serverless 2024/Generative Search 2024/Agents 2025予定継承) + 業界Pro Famous Vector DB Investment + Multi-Generation Heritage Pro Reference Heritage Pro Top独占 + 累計世界Pro Famous AI Cloud Investment継承(Pinecone $750M/Cohere $5.5B/Together AI $3.3B継承)Pro Mainstream + 業界Pro Famous Vector DB業界Top独占Heritage Pro Reference Heritage Pro Top独占。\n\n## まとめ\n\n- 2019 Weaviate、Pro Open Source Vector DB Top\n- Bob van Luijt + Etienne Dilocker + Amsterdam\n- BSD 3-Clause + Modules + Hybrid Search\n- Series C $200M Open AI Fund + $1B+ Valuation\n- Cloud Serverless 2024 + Agents 2025予定 + 6年Heritage