AI Agent AI Talent Matching Orchestrator Active

Talent Scout

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Parent Worker AI Talent Matching Orchestrator

Agent ID talent_searcher

Portal Nexgile-JurisMind Nexus

Sector Legal Technology (LegalTech) - Flexible Workforce & Talent Marketplace

Status

Operational

Problem Statement

The challenge addressed

Finding the right consultant among 400+ profiles requires semantic understanding beyond keyword matching, considering experience relevance, skill adjacency, and implicit qualifications.

Core Logic

How the agent solves it

Performs vector similarity search using RAG pipeline. Converts requirements to embedding vectors, queries Pinecone index (1536 dimensions, cosine similarity), applies filters for practice area and exp... Performs vector similarity search using RAG pipeline. Converts requirements to embedding vectors, queries Pinecone index (1536 dimensions, cosine similarity), applies filters for practice area and experience, then ranks by relevance score. Returns top 15-50 candidates for deep evaluation. Uses Claude 3 Sonnet with tools: search_database, vector_similarity_search, query_knowledge_base.

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Nexgile-JurisMind Nexus

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AI Talent Matching Orchestrator

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Global Headquarters

Innovation Hub