Context-Aware ChatGPT For Knowledge Management With Citations

We are incredibly excited to announce the latest addition to our AI chatbot, CustomGPT, built on the advanced large language models (LLMs): the Citations/Sources feature! This new functionality adds even more value to your knowledge management and topic research by providing clear, easily accessible sources for every response generated by our chatbot.

Our CustomGPT chatbot is already renowned for its fantastic responses to user queries, but we understand that for businesses, it’s equally important to know where that information is coming from. With the Citations/Sources feature, users can now not only access the most accurate and relevant information but also verify its origin.

In this blog post, we will dive into the benefits of this game-changing feature and how it’s paving the way for the future of enterprise search powered by large-language-models (LLMs).

The Power of Citations/Sources in CustomGPT

As a state-of-the-art AI chatbot designed for businesses, CustomGPT leverages the capabilities of OpenAI LLMs and ChatGPT to ingest and contextualize  your business content. It then uses this knowledge to generate precise and contextually relevant responses to user queries. 

However, we recognized that our users needed a way to trace the origin of the information provided by the chatbot. That’s where the Citations/Sources feature comes in.

Notice the example below — not only did the chatbot give a response from the content, powered by advanced large language models (LLMs) without hallucinating, it also showed the source of the information from which the answer came from. In this example, the chatbot was trained with multi-gig of research data from 500+ research papers and 100+ Youtube video talks.

Benefits of Citations/Sources

Transparency

In today’s fast-paced digital landscape, having access to accurate and reliable information is more important than ever. The Citations/Sources feature in CustomGPT takes transparency to the next level by providing clear and precise sources for each response generated by the AI chatbot. 

This heightened level of transparency offers a range of benefits for users:

1. Verify Validity: With the ability to trace the origin of the information, users can confirm the accuracy and credibility of the data provided by CustomGPT. This instills confidence in the AI-generated responses and the decisions made based on them.
2. Contextual Understanding: Knowing the sources of the information not only helps verify its accuracy but also provides valuable context. Users can gain deeper insights into the background of the data, helping them make more informed decisions and better understand the nuances of the subject matter.
3. Reduce Misinformation: In a world where misinformation spreads quickly, the Citations/Sources feature acts as a safeguard against false or misleading information. By providing transparent sources, users can easily identify and disregard any unreliable data, ensuring the highest level of integrity in their research and decision-making processes.
4. Enhance Collaboration: When working in teams, having access to the original sources of information makes it easier to collaborate effectively. Team members can share and discuss the sources, promoting a better understanding of the data and fostering a more cohesive and informed approach to problem-solving.
5. Efficient Source Evaluation: In research and knowledge management, evaluating the quality and relevance of sources is crucial. The transparency provided by the Citations/Sources feature allows users to quickly assess the reliability and applicability of the sources, leading to more efficient research and knowledge acquisition.

Trustworthiness

Trust is a fundamental component of any relationship, and the relationship between users and AI is no exception. The Citations/Sources feature in CustomGPT is designed to enhance the credibility of the information provided by the chatbot, fostering a strong bond of trust between users and the AI. This improved trustworthiness offers several advantages:

1. Confidence in Decision-Making: Trusting the information provided by the AI chatbot empowers users to make decisions with greater confidence. When users know they can rely on the AI’s responses, they can focus on evaluating options and making strategic choices based on accurate information.
2. Increased Adoption: As trust in the AI chatbot grows, users are more likely to adopt and integrate the technology into their daily workflows. A higher level of trust leads to a more seamless and productive interaction with the chatbot, maximizing the benefits of AI assistance.
3. Reduced Skepticism: Users who are skeptical about AI-generated responses may be hesitant to rely on them for important tasks. By providing credible and transparent sources, the Citations/Sources feature addresses this skepticism and encourages users to embrace the AI’s capabilities.
4. Risk Management: Trustworthy information is essential for managing risk, as it enables users to make informed decisions that minimize potential negative consequences. The Citations/Sources feature ensures that users have access to reliable data, helping them to effectively evaluate risks and make prudent choices.
5. Positive Reputation: A trustworthy AI chatbot can significantly improve a company’s reputation. As users share their positive experiences with the AI chatbot, the organization can benefit from increased brand loyalty, customer satisfaction, and potential referrals.

Efficient Knowledge Management

In the age of information, managing knowledge effectively has become crucial for both individuals and organizations. The Citations/Sources feature in CustomGPT brings efficiency to knowledge management by providing users with rapid access to the original content from which a response was generated. This capability offers numerous benefits:

1. Time Savings: Locating the source of information can be a time-consuming process, especially when dealing with large volumes of data. The Citations/Sources feature enables users to quickly access the original content, reducing the time spent on research and allowing them to focus on other important tasks.
2. Improved Organization: By providing direct access to source material, the Citations/Sources feature helps users maintain a well-organized knowledge management system. Users can easily reference the source content, making it simpler to catalog, categorize, and retrieve information when needed.
3. Deeper Analysis: Having quick access to original content allows users to delve deeper into the subject matter and analyze it from different perspectives. Users can explore the context and nuances of the information, leading to a more comprehensive understanding of the topic.
4. Knowledge Sharing: Efficient knowledge management also encompasses the ability to share information with colleagues and collaborators. The Citations/Sources feature simplifies the process of sharing source materials, fostering a more collaborative and informed environment within teams and organizations.
5. Accurate Record-Keeping: Tracking and documenting sources is an essential aspect of knowledge management, particularly in research and academic settings. The Citations/Sources feature in CustomGPT streamlines the process of record-keeping, ensuring that users maintain accurate and up-to-date documentation of the sources they consult.

Improved Decision-Making

In today’s competitive environment, making well-informed decisions is crucial to achieving success. The Citations/Sources feature in CustomGPT provides access to reliable sources, empowering users to make better-informed decisions based on the information generated by the AI chatbot. The advantages of improved decision-making are numerous:

1. Reduced Uncertainty: By providing credible sources, the Citations/Sources feature minimizes the uncertainty that often comes with decision-making. Users can trust the information provided by CustomGPT and make choices with greater confidence, reducing the risk of negative outcomes.
2. Enhanced Strategic Thinking: Access to reliable sources allows users to analyze various perspectives and consider multiple factors when making decisions. This broader understanding leads to more strategic thinking, as users can identify potential opportunities, challenges, and trends that inform their choices.
3. Increased Adaptability: Informed decision-making enables users to be more adaptable in the face of change. By basing their decisions on reliable information, users can anticipate and respond to shifting circumstances more effectively, ensuring they stay ahead in dynamic environments.
4. Competitive Advantage: Organizations that make well-informed decisions are better positioned to outperform their competitors. By leveraging the reliable information provided by the CustomGPT chatbot, along with the citations, businesses can make strategic choices that drive growth, innovation, and overall success.

The Future of Enterprise Search with LLMs

The introduction of the Citations/Sources feature in CustomGPT signifies a major step forward in the evolution of enterprise search. By harnessing the power of large-language-models, CustomGPT offers a modern, AI-driven approach to information retrieval and knowledge management.

As the world of AI and LLMs continues to grow and evolve, the potential applications for CustomGPT and similar technologies will expand. This new feature is just the beginning of an exciting journey into the future of AI-powered enterprise search and knowledge management.

Frequently Asked Questions

1. Can I set my CustomGPT to display the source link where it found the information while answering a query?

Yes, the new Citations/Sources feature in CustomGPT automatically displays the source link for the information provided in the response. This enhances transparency and helps users verify the credibility of the information they receive.

For example: This chatbot was constructed with 30 years of biotech research documents and Youtube videos. When asked a question, it shows the source links from which the response was constructed. This allows for quickly surfacing important information that would otherwise have been hidden within PDF files. 

2. What happens when I upload 100 documents to my chatbot? Will it show which documents were used in the response?

Yes – you will see a list of document names in the citations/sources list. Also, if when uploading the documents, you chose the option to “retain the documents for viewing”, then you can even download or view the document straight from the response. This allows for quick topic research. 

For example, law firms prefer to build a CustomGPT chatbot with all the documents related to a case, and then when the lawyer queries the chatbot, it instantly shows the relevant information and the source documents from which the response was generated. This greatly reduces the time spent in doing document research. 

3. Will the chatbot be context-savvy and provide information relevant to the product or category the user is currently exploring?

CustomGPT is designed to be highly adaptive and context-aware. So if the response was generated using information from a certain product page or category, it will show those pages in the citations. 

For example, this chatbot was generated using over 1000+ webpages. Notice how it is showing the original source from which the answer came from. 

4. What if the response was generated using content from different parts of my website?

When answering a user’s query, CustomGPT can extract relevant information from different pages or documents from your data. After ChatGPT constructs the response based on these different sources, CustomGPT ranks them based on their relevance to the response. 

So the user can then see a full scrollable-list of sources and citations.

Advanced Tip: Your documents could be in different languages and ChatGPT will be able to understand them and construct an accurate response irrespective of the language used. 

5. I see that CustomGPT shows nice preview images and information. Where does that information come from?

That information comes from the OpenGraph settings from the page. When we show a Citation, we automatically fetch the OpenGraph information from your page – thus enhancing the user experience. 

6. Is it possible to retrieve the names of source files used by the bot to answer a query via the REST API?

Yes. With the Citations/Sources feature and REST API integration, you can retrieve the names of source files used by CustomGPT to generate its responses. 

This enables better tracking of the content sources and improves overall transparency.

7. Is it possible to turn the citation display off?

Yes – it is possible to change the settings such that the citations are no longer visible. You have complete control. Simply navigate to Settings > Chatbot Settings > Citations, and select your preferred settings.

Conclusion

Our CustomGPT chatbot, with its new Citations/Sources feature, is set to revolutionize the way businesses manage and utilize their data. By providing not only accurate and relevant responses but also clear, easily accessible sources, this cutting-edge AI solution is reshaping the landscape of knowledge management and enterprise search.

Don’t miss out on the opportunity to leverage the full potential of CustomGPT and its latest Citations/Sources feature. Unlock the future of enterprise search and knowledge management with CustomGPT today!