Update: One-Click Demo Mode Added to AI Recruiting Agent

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:counterclockwise_arrows_button: Update: One-Click Demo Mode Added to AI Recruiting Agent

I’ve added a one-click demo mode to the Candidate Assessment tab of my Hugging Face Space: AI Recruiting Agent.

:backhand_index_pointing_right: https://huggingface.co/spaces/19arjun89/AI_Recruiting_Agent

:rocket: What’s new

You can now experience the full recruiting workflow end-to-end with a single click, without uploading any files.

The One-Click Demo automatically:

  1. Clears any existing vector data

  2. Loads sample company culture documentation

  3. Loads a sample candidate resume

  4. Loads a sample job description

  5. Runs the full candidate evaluation pipeline

All using sample documents included directly in the Space repo.

:test_tube: What the demo showcases

  • Skills match analysis

  • Culture fit evaluation

  • Final hiring recommendation

  • Hallucination verification & self-correction

  • Bias audit (pedigree bias, subjective language, non-traditional paths)

This makes it much easier for first-time users, reviewers, and evaluators to understand what the system does and how responsible AI safeguards are applied—without setup friction.

:shield: Responsible by design

The demo uses the same safeguards as real usage:

  • Resume anonymization (no PII in embeddings or prompts)

  • Fact verification against source documents

  • Bias audit chain surfaced to the user

  • Human-in-the-loop framing (decision support, not automation)

If you’re exploring AI-assisted hiring workflows or interested in transparent, bias-aware evaluation pipelines, I’d love feedback.

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