What drives individuals and teams to adopt a growth mindset? How do they overcome obstacles and maintain momentum in their journey of self-improvement? The answer lies in the concept of Agentive Radical Agenda Grouping (Agentic RAG), a novel framework that empowers agents to create positive change by setting clear goals, fostering collaboration, and cultivating resilience. In this primer, we’ll delve into the evolution of RAG, its core principles, and the benefits it offers for personal and professional growth. By understanding how individuals and teams can leverage Agentic RAG to achieve their objectives, you’ll gain insights into how to apply this framework in various contexts, from personal development to organizational transformation.

What’s RAG (Retrieval-Augmented Technology)?

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The Current RAG Panorama

Challenges with Conventional RAG Architectures

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Three Main Agentic Methods

Agentic Layers for  RAG Pipelines

Agentic RAG and LLMaIndex

Can the software handle diverse formats? The design should accommodate various file types, allowing users to easily integrate their data. Implementing a robust parser will ensure seamless integration, and support for popular formats such as CSV, JSON, and XML can be included. This versatility will attract a broader user base, increasing its market appeal.

1. Instrument Use and Routing

2. Lengthy-Time period Context Retention

3. Subquestion Engines for Planning

4. Reflection and Error Correction

5. Advanced agentic reasoning:

LlamaCloud and LlamaParse

Conclusion