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AI Brewery Inc
LANCERProject Description
AI Brewery Inc, an innovation-driven firm focused on AI-powered solutions, aimed to build an intelligent recruitment agent to streamline candidate discovery and engagement. The requirement involved developing a scalable backend system with semantic search capabilities, supported by a well-defined SRS for structured and efficient workflow automation.
Scope Of Work
The client sought Oodles to address challenges in handling large candidate datasets and inefficient search processes. The requirement included backend development, semantic search implementation using vector databases, and system design based on SRS to enable intelligent candidate matching, automated indexing, and efficient data retrieval.
Our Solution
A scalable backend system for the Recruitment Agent was developed using an SRS-driven approach.
Key features implemented include:
- AI-Powered Semantic Search: Enabled context-based candidate matching using vector embeddings.
- Automated Data Indexing: Crawled and indexed data into pgvector for real-time search readiness.
- SRS-Driven Development: Defined workflows and system logic for structured and accurate implementation.
- Secure REST APIs: Built APIs with JWT authentication to ensure safe data access and communication.
- LLM Integration: Used IBM watsonx (Llama 3) for embedding generation and intelligent search.
- Scalable Backend Architecture: Designed to efficiently handle large datasets and concurrent operations.