Vector Database — Meaning & DefinitionA database purpose-built to store and search embeddings efficiently, the retrieval backbone behind most RAG systems.एम्बेडिंग्स कार्यक्षमतेने साठवण्यासाठी व शोधण्यासाठी विशेष-निर्मित डेटाबेस, बहुतांश RAG प्रणालींमागील रिट्रीव्हल कणा.

A vector database indexes documents by their embeddings so a system can find the most relevant institutional records for a query in milliseconds, rather than scanning every document.

व्हेक्टर डेटाबेस दस्तऐवजांना त्यांच्या एम्बेडिंग्सनुसार अनुक्रमित करतो जेणेकरून प्रणाली प्रत्येक दस्तऐवज स्कॅन न करता मिलीसेकंदांत प्रश्नासाठी सर्वात संबंधित संस्थात्मक नोंदी शोधू शकेल.

Home · Founder's Vision · Roadmap · Maha-1 · Solutions · AI Governance · Trust · Compliance & Security · Pilot · Approach · Company · Contact · Sovereignty Assessment · Resources · FAQs · AI Glossary · What is Maha AI? · What is Sovereign AI? · What is Governance Intelligence? · What is Decision Intelligence? · What is Explainable AI? · What is Government AI? · State Intelligence Infrastructure · District Intelligence · Municipal Intelligence · RTS Intelligence · Cooperative Banking Intelligence · Welfare Intelligence · AI for Maharashtra · AI for Banking · AI for Healthcare · AI for Police & Public Safety · AI for Revenue Administration · AI for Transport & Mobility · AI for Education · AI for Disaster Management · AI Security · Data Privacy · Auditability · Human Oversight · AI Governance Framework · Sovereign AI Architecture · Responsible AI Framework · State of AI in Governance, 2026 · AI Readiness Index for States · Governance Intelligence vs Traditional GovTech · RAG vs Fine-Tuning · AI Governance Best Practices · How to Implement Governance Intelligence · AI for Government · What is AI Governance? · What is Responsible AI? · What is Public Sector AI? · AI Policy · AI Architecture · AI Infrastructure · Future of Government AI in India · Explainable AI in Public Services · SearchContact: fin100x.ai@gmail.com · Fin100X.AI Pvt. Ltd., Maharashtra, IndiaAI outputs are advisory; final decision authority rests with authorised government officials.