Ai in Human Resource

Discover how an LLM enhances an HRMS for context-based answers. This talk explores the tools, techniques, and workflow behind this innovative AI application.

Gemini API Supabase Angular

Overview

An HRMS software where I am using an LLM for context-based answers.

Links

https://hrmotive.com/
Unified AI-powered HRMS integrating payroll, recruitment, and real-time workforce analytics.

Tech stack

Gemini API

Integrate Google's multimodal Gemini models (Pro, Flash) into your application via REST or SDKs: generate content, process up to 1000-page PDFs, and execute code with a 2-million token context.

The Gemini API delivers Google's most advanced models (Gemini 3 Pro, 2.5 Flash) directly into your applications. Leverage its multimodal power: process text, images, video, and audio inputs for tasks like content generation, summarization, and visual understanding. Utilize key features including the 2-million token context window, structured JSON output, and function calling to build complex, reliable agents. Choose your integration: use the standard REST API, streaming endpoints (SSE), or the Live API (WebSockets) for real-time conversational experiences. Get started with the free tier and robust SDKs for Python, Java, Go, and more.

https://ai.google.dev/

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Supabase

The open-source PostgreSQL development platform: a Firebase alternative for rapid backend deployment.

Supabase is the Postgres development platform, providing a complete, open-source backend-as-a-service solution. It packages enterprise-grade tools like a full PostgreSQL database, a RESTful API (via PostgREST), and a GraphQL API (via pg_graphql) that are auto-generated from your schema. The platform includes a comprehensive suite of services: Auth (for user sign-ups and SSO), Storage (for files with S3 integration), Realtime (for database change subscriptions), and Edge Functions (for serverless logic). The core value proposition is clear: build fast with a powerful, scalable SQL database that offers 100% portability and robust security features like Row Level Security (RLS).

https://supabase.com

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Angular

Angular is a TypeScript-based, component-driven framework for building scalable, enterprise-grade single-page applications (SPAs).

Angular (developed by Google) is a comprehensive, open-source platform for building performant single-page applications (SPAs) using TypeScript . The framework enforces a robust component-based architecture, promoting modularity and code reusability . It ships with a complete toolset, including the powerful Angular CLI for project generation and task automation, plus first-party libraries for routing, forms, and client-server communication . Key features like two-way data binding and built-in dependency injection streamline development, ensuring applications scale reliably from small projects to large-scale enterprise systems .

https://angular.dev

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Ai in Human Resource

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