Knowledge Sharing

Human-AI-Teams in SME

Revolutionizing Teamwork and Productivity

How AI Agents Transform Productivity in Small and Medium Businesses

SMEs live in a fast changing environment, leveraging technology to enhance productivity is crucial for both survival and growth. A new study by MIT researchers Harang Ju and Sinan Aral titled “Collaborating with AI Agents: Field Experiments on Teamwork, Productivity, and Performance” offers valuable insights into how AI can transform teamwork dynamics, particularly in small and medium enterprises (SMEs). We will explore the implications of these findings on productivity, financial outcomes, and growth opportunities for SMEs.

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Scalable RAG backend

Load-Balanced RAG Using Qdrant

Introduction to Qdrant Vector Store

Qdrant is a high-performance vector database designed specifically for AI applications, offering advanced features such as similarity search and vector management. Its unique selling points (USPs) compared to other choices include:

• Scalability: Supports horizontal scaling through sharding and replication.
• Efficiency: Built in Rust, Qdrant ensures fast performance even under high load conditions.
• Flexibility: Integrates with various frameworks and allows for distributed deployment.
• Advanced Search Capabilities: Offers hybrid search combining dense and sparse vectors for nuanced similarity searches.

These features make it an ideal choice for building robust backends for Retrieval Augmented Generation (RAG) systems - like ours ;)

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