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“RAG-in-a-Box” Solution

Elevate Your Company Intranet with a GenAI Chatbot


Overview


Traditional, static intranets no longer meet the dynamic information needs of modern organizations. Employees often struggle to find the right information quickly, leading to inefficiencies and missed opportunities. Kosmoy’s RAG-in-a-Box solution replaces your outdated intranet with a Generative AI chatbot—enabling employees to instantly retrieve relevant internal documents, policies, and knowledge, all through a user-friendly interface.


Key Benefits


1. Intelligent Retrieval via Vector Databases



Data Pipeline for Unstructured Data Vectorization
Kosmoy Data Pipeline for unstructured data vectorization and chunkification

Contextual Answers: Instead of searching through disconnected intranet pages, employees pose natural language questions and receive tailored, relevant responses.

Vectorized Data: Kosmoy converts all your company’s PDFs, Word docs, or other files into vector representations, enabling the chatbot to pinpoint the precise information employees need.


2. Streamlined Data Pipelines

Automated Pre-Processing: Kosmoy’s platform automates the process of chunkifying and vectorizing unstructured data from various sources (e.g., S3 buckets, local drives).

Seamless Storage: Once transformed, this data is automatically stored in a vector database for fast, context-aware retrieval.




3. Easy Creation of a “GenAI Assistant”

No Heavy Coding: Kosmoy simplifies the typically complex development of AI chatbots—eliminating the need for building custom integrations or writing extensive back-end code.

Drag-and-Drop Workflows: Define how your chatbot should behave, what data it can access, and how it presents answers to employees—all through a user-friendly interface.


4. RAG-in-a-Box Implementation

Integration-Ready: “RAG-in-a-Box” (Retrieval-Augmented Generation) from Kosmoy provides pre-built connectors, indexing tools, and chatbot templates so you can get up and running in days, not months.




Retrieval flow from vector database
Retrieval Flow from vector DB

Built-In Governance: Ensure the chatbot adheres to organizational policies, automatically enforces access controls, and respects compliance requirements.


5. Effortless Overhaul Compared to In-House Builds

Reduced Complexity: From the data ingestion to the final chatbot interface, Kosmoy handles the heavy lifting so teams can focus on customizing the knowledge flow and user experience.

Scalability & Flexibility: Whether you’re dealing with thousands of documents or millions, Kosmoy’s cloud-native architecture scales as your needs grow.


6. Governance & Monitoring

Real-Time Oversight: Track usage analytics, monitor who’s accessing what information, and ensure best practices around data security.



GenAI Monitoring Dashboard
GenAI Monitoring Dashboard


Built-In Compliance: Stay aligned with industry regulations and internal governance standards, all maintained by Kosmoy’s robust monitoring capabilities.




Why Kosmoy?


By consolidating unstructured company data into a single, intelligent “GenAI assistant,” your organization can replace a siloed intranet with a streamlined, AI-powered knowledge hub. Kosmoy’s RAG-in-a-Box simplifies the entire process—from ingestion to deployment—while incorporating comprehensive governance and monitoring.


Transform your static intranet into an on-demand, context-aware information experience with Kosmoy.


To learn more, visit kosmoy.com or contact us today at sales@kosmoy.com.


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