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3 Oct
Posted by
Nandan
Employee hiring advisor
The AI agent is designed to enhance the recruitment process by optimizing candidate sourcing efforts and streamlining collaboration between hiring managers and recruiters. It assists in creating job requisitions and offers, effectively reducing the time it takes to hire new employees. The AI agent supports organizations in managing formal requests for new positions, replenishing existing roles, an…
4 Sep
Posted by
Nandan
CRAG – Comprehensive RAG Benchmark
Retrieval-Augmented Generation (RAG) is an emerging solution to address the hallucination issue in Large Language Models (LLMs) for Question Answering (QA). RAG systems search external sources to retrieve relevant information and provide grounded answers, alleviating LLMs’ deficiency in lack of knowledge. However, existing benchmarks do not adequately represent the diverse and dynamic nature of re…
4 Sep
Posted by
Nandan
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
Large language models (LLMs) are rapidly advancing, enabling efficient processing of lengthy contexts. However, the trade-off between retrieval-augmented generation (RAG) and long-context (LC) LLMs remains a critical consideration for developers and businesses seeking optimal performance and cost-effectiveness.
Balancing Performance and Efficiency
While LC LLMs like Gemini-1.5 and GPT-…