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International Journal of Scientific Research and Engineering Development( International Peer Reviewed Open Access Journal ) ISSN [ Online ] : 2581 - 7175 |

SynapseSQL Enterprise: A Conversational, Guarded Natural-Language Interface for Relational and NoSQL Databases
📑 Paper Information
| 📑 Paper Title | SynapseSQL Enterprise: A Conversational, Guarded Natural-Language Interface for Relational and NoSQL Databases |
| 👤 Authors | Sharath M, Darshan V, Bhavyashree G |
| 📘 Published Issue | Volume 9 Issue 5 |
| 📅 Year of Publication | 2026 |
| 🆔 Unique Identification Number | IJSRED-V9I5P289 |
📝 Abstract
SynapseSQL Enterprise is a full-stack database intelligence application that lets users ask database questions in natural language and receive generated SQL, tabular results, charts, and a short explanation. It combines a React 19 client with a FastAPI backend, LangChain-based agent services, Groq-hosted language models, SQLAlchemy for relational access, PyMongo for MongoDB inspection, and Supabase for user profiles and query auditing. A central design choice is to inspect the live database schema before SQL generation and to supply that schema to the language model, instead of relying on a separate vector store. Server-sent events (SSE) stream status, generated SQL, and explanation tokens to the browser. Safety comes from authentication, role-based access control, request limits, destructive-query filters, and a read-only mode for the bundled SQLite workflow. This paper describes the architecture, query lifecycle, implementation, functional evaluation strategy, and current limitations of the project. It deliberately reports repository-supported behavior rather than synthetic accuracy or latency numbers.
📝 How to Cite
Sharath M, Darshan V, Bhavyashree G, "SynapseSQL Enterprise: A Conversational, Guarded Natural-Language Interface for Relational and NoSQL Databases" International Journal of Scientific Research and Engineering Development, V9(5): Page(2110-2114) September - October 2026. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.
📘 Other Details
