Fast responses
Answers routine HR policy questions immediately, while preserving enough context for follow-up questions.
Qwen2.5 3BHR policy intelligence
Nexora AI
Enterprise AI assistant built for HR policy intelligence. Give employees instant, grounded answers without turning HR teams into a ticket queue.
HR Policy Console
Live employee support
EmployeeCan I carry forward unused leave into next quarter?
NexoraYes. Up to 6 earned leaves can be carried forward, subject to manager approval and HR policy section 3.2.
Ask anything about company policies...
Capabilities
Built for HR teams that need answers, not another queue.
Nexora AI pairs a polished employee experience with an architecture prepared for real enterprise workflows.
Context aware
Designed around employee intent, policy language, and conversation history for more useful answers.
Secure by default
The interface is ready for private deployments, access control, and audit-friendly enterprise flows.
Fine tuned
Optimized around Nexora HR policies using a Qwen2.5 3B fine-tuning workflow.
Natural conversations
A chat surface that feels familiar to modern AI users without sacrificing business clarity.
Enterprise ready
Structured for future RAG, files, history, multiple models, and employee authentication.
Workflow
Build locally. Answer online.
Two simple paths explain how Nexora is trained, tested, and deployed.
Experiment
Local model testing
Compare fine-tuned models on your machine before choosing the best approach.
01
Training data
Domain examples
02
Fine-tune
Hugging Face + Unsloth
03
Test models
Domain · SFT · DPO
04
Evaluate
Groq LLM
Production
Online RAG inference
Retrieve relevant company knowledge so deployed answers stay grounded.
01
Documents
Domain knowledge
02
Prepare data
Parser + chunking + embeddings
03
Store & search
Vector database
04
Answer query
LLM + retrieved context
Demo
The interface employees already understand.
Online mode uses RAG retrieval + the fine-tuned DPO model. Local mode compares SFT and DPO side by side. Groq evaluates both answers in a floating panel.
nexora.ai/chat
Nexora AI
Online product — RAG + DPO model
Local Online
What is the work-from-home policy?
DPO modelEmployees may work remotely up to two days per week with manager approval. Attendance at mandatory collaboration sessions is required per policy section 4.1.
Can I carry forward unused leave?
DPO modelYes. Up to 6 earned leave days may be carried forward into the next quarter, subject to manager approval. See policy section 3.2.
Evaluate2
FAQ
Built with the next product milestones in mind.
The first version looks complete, but the system has room for the features teams usually ask for next.
Is Nexora AI only for HR policies?+
The current product is optimized for HR policy intelligence, but the component architecture leaves room for onboarding, IT support, and internal knowledge workflows.
Does the chat support future RAG workflows?+
Yes. The frontend separates chat state, settings, history, and message rendering so retrieval-backed responses can be added without redesigning the UI.
Can this connect to the Gradio backend?+
The chat page is structured around a single send action and can be wired to the existing Nexora model endpoint when the API contract is ready.
Why Qwen2.5 3B?+
It is compact enough for practical deployment while still offering strong instruction-following behavior after fine-tuning.