Creating Winston Chatbot Knowledge Base

The Knowledge Hub is where you manage the content that powers Winston Chat’s responses to candidate questions. It helps ensure your chatbot provides accurate, consistent, and helpful answers across all candidate interactions.

It's crucial to create a dedicated ​​knowledge base​​​​​​ for SmartRecruiters Winston Chat within the Knowledge Hub because it directly impacts the ​bot's accuracy, effectiveness, and ability to scale personalized candidate experiences.

Benefits of a dedicated knowledge base for SmartRecruiters Winston Chat:

1. Ensures Accurate and Consistent Answers

   Winston Chat relies entirely on the ​​knowledge base​​​​​​ you provide to answer candidate questions. A dedicated knowledge​ ​base ensures compliance by making sure Winston provides legally accurate responses about company policies, diversity statements, or data privacy.

2. Increases Automation and Efficiency

   The primary goal of the chatbot is to automate repetitive questions and self-service tasks. By feeding Winston a comprehensive set of Questions and Answers (Q&A) tailored specifically to candidate needs (e.g., "How long is the hiring process?" or "Where are your offices located?"), you maximize the number of conversations the bot can successfully handle without human intervention. This significantly reduces the workload on recruiters and talent acquisition staff, allowing them to focus on high-value interactions.​ Human intervention is managed through the ​Unanswered Topics section.

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3. Provides Context for Advanced Features

   Winston's more advanced features, such as guiding job discovery or handing off a conversation to a human recruiter, depend on understanding the candidate's request in detail. The knowledge base provides the contextual vocabulary and phrases that Winston needs to accurately interpret natural language, match candidates to jobs, and ensure seamless transfer. This foundation enables Winston to deliver a truly personalized candidate experience, answering questions relevant to the specific job or stage the candidate is asking about.

   With the Knowledge Hub, you can create, organize, and continuously improve your knowledge base, ensuring that most of the questions candidates ask are covered.

   Each organization can maintain multiple Knowledge Bases within the Knowledge Hub. These Knowledge Bases can then be linked to one or more chatbots, allowing you to tailor responses for different locations, business units, or hiring needs.

The Published Knowledge section lists all the questions and answers available to your chatbot. You can add new entries where you’ll enter a question, select a category, and provide an answer. Each entry can also include supporting media such as blog URLs or videos to enrich the chatbot's response.

To speed up setup, you can upload a CSV file with multiple Q&A pairs or use Generate with AI. The AI option allows you to enter a company website URL or upload documents (e.g., PDFs or handbooks). Winston will then scan the content, extract relevant information, and automatically generate knowledge entries ready for review and publishing.

The Unanswered Topics section helps identify questions the chatbot could not confidently answer.

Winston automatically groups unanswered queries into Topics, such as questions about salary, working hours, or benefits. Each topic includes an AI-suggested category along with a list of the actual questions asked by candidates.

​From here, you can add new knowledge entries to fill these gaps or upload documents or URLs for Winston to learn from. You can also use Bulk Update via AI to automatically address multiple unanswered topics at once. This ensures your Knowledge Base continues to improve as more candidates interact with your chatbot.

The Source Log section provides visibility into all content generation and upload requests. You can track submissions (such as AI-generated entries or CSV uploads), check their processing status, and review the content once it’s ready.

From here, you can choose to Review & Publish completed entries or reprocess any that returned errors.

• The Knowledge Hub is where you manage the content that powers Winston Chat responses to candidate questions, ensuring accurate, consistent, and helpful answers.
• Creating a dedicated knowledge base ensures accurate and consistent answers, increases automation and efficiency, and provides context for advanced features.
• The Knowledge Hub allows you to create, organize, and continuously improve your knowledge base, with options to add new entries, upload CSV files, or use AI to generate knowledge entries.