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AI HR Recruitment Assistant

LangChain • LangGraph • RAG • MCP
Loading JD...
Candidates Screened 0 Parsed & Normalized
Scored Candidates 0 Evaluated vs. JD Criteria
Shortlisted Candidates 0 Score ≥ 60/100
Top Match — Avg: 0 pts

🎯 Prioritized Candidate Leaderboard

Candidates sorted by LangGraph RAG matching score with strengths & gaps breakdown.

Rank Candidate Match Score Recommendation Key Strengths Identified Gaps Actions
No candidates scored yet. Click "Run Evaluation & Ranking" or upload resumes in the Resumes tab.

📂 Bulk Resume Screening

Upload resumes in PDF, DOCX, or TXT format for automatic structured extraction.

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Drag and drop resumes here or click to browse

Supports multiple PDF and DOCX files simultaneously

Screened Candidates Pool (0)

📝 Active Job Description & RAG Knowledge Base

Chunked and embedded into Chroma vector storage for candidate grounding.

🤖 Conversational Recruitment Agent

Powered by LangGraph multi-node state machine with RAG retrieval and tool-calling.

Hello! I am your AI HR Recruitment Assistant. I can screen resumes, match candidates against the active Job Description, rank them into a shortlist, or generate targeted interview guides. How can I help with your hiring pipeline?