JobIntel AI is a premium, agentic intelligence platform designed to automate the most tedious parts of the job hunt. Leveraging Lyzr AI's Automata orchestration and Llama-3.1-8B-Instant's reasoning, it transforms raw job markers into structured, actionable intelligence.
Manual job searching is a fragmented and exhausting process. Candidates spend hours scrolling through LinkedIn, manually filtering roles, and tracking them in spreadsheets. Most "automated" tools lack the intelligence to understand context or filter duplicates effectively.
JobIntel AI isn't just a scraper; it's an Autonomous Recruiter Assistant that thinks, remembers, and organizes.
- Intelligent Parsing: Extracts Roles, Skills, Experience, and Contact Info using Llama-3.1-8B.
- Context Awareness: Understands the "nuance" of job descriptions beyond simple keywords.
- Smart Enrichment: Automatically fills in missing details using secondary intelligence lookups.
- Agentic Console: A real-time, terminal-style visualization of the AI's "thinking" process. Watch as the agent scans, verifies, and syncs data in real-time.
- Zero-Duplicate Core: Powered by Qdrant Vector DB to ensure you never see the same job twice, even if it's listed across different platforms.
- Semantic Matching: Identifies similar roles across different titles using high-dimensional embeddings.
- One-Click Pipeline: Automatically pushes verified, cleaned leads directly to a Google Sheets dashboard.
- Structured Outputs: No more messy CSVs; get clean, formatted intelligence reports.
| Layer | Technology | Purpose |
|---|---|---|
| Frontend | Next.js 14, Framer Motion, Shadcn UI |
Premium glassmorphism dashboard. |
| Backend | FastAPI (Python 3.11) |
High-performance asynchronous API. |
| Orchestration | Lyzr Automata SDK |
Complex multi-agent workflow management. |
| AI Reasoning | Groq (Llama-3.1-8B-Instant) |
Sub-millisecond latent intelligence. |
| Vector DB | Qdrant Cloud |
Long-term memory and de-duplication. |
| Integrations | Google Sheets API |
Automated data persistence. |
graph TD
User([User]) -->|Keyword Search| NextJS[Next.js Dashboard]
NextJS -->|REST API| FastAPI[FastAPI Backend]
subgraph AI Intelligence Layer
FastAPI -->|Orchestratue| Lyzr[Lyzr Automata Agent]
Lyzr -->|Fetch Raw| API[Global Job APIs]
Lyzr -->|Analyze| LLM[Groq Llama-3.1-8B]
LLM -->|Structured Intel| Memory[(Qdrant Vector DB)]
end
Memory -->|Unique Matches| Sync[Google Sheets Sync]
Sync -->|UI Live Update| NextJS
- Python 3.11+
- Node.js 18+
- API Keys:
GROQ_API_KEY,LYZR_API_KEY,QDRANT_API_KEY,GOOGLE_SHEETS_CREDENTIALS
# Clone the repository
git clone https://github.com/VishnuVardhanCodes/JobIntel-AI-Agent.git
cd JobIntel-AI-Agent
# Set up Backend
cd backend
pip install -r requirements.txt
python main.py
# Set up Frontend
cd ../frontend
npm install
npm run devTo interact with this project in a highly efficient manner using an AI assistant like AntiGravity, use the following prompt to context-load the agent:
"You are an expert full-stack developer working on the JobIntel AI Agent. This project uses a FastAPI backend, a Next.js frontend, and Lyzr AI for agentic orchestration. The core goal is to extract intelligence from job listings and sync it to Google Sheets while maintaining a vector memory in Qdrant.
When editing, maintain the Premium Glassmorphism aesthetic of the UI. Ensure all backend changes are optimized for the Lyzr Automata workflow. If you are adding features, consider how the 'Agentic Console' should reflect those changes."
Built with 💜 for the Lyzr Online Hackathon. Special recognition to the Lyzr and Groq teams for their incredible infrastructure.
Developed by Vishnu Vardhan