IntelliCase Bot (GPT)
Topcoder’s first Innovation Challenge, IntelliCase Bot (GPT), attracted brilliant AI experts from the Topcoder community to push the possibilities of conversational chatbots.
Challenge overview
The Topcoder community was asked to make a chatbot capable of searching, analyzing, and presenting case studies to website visitors.
The project used open-source Large Language Models (LLMs) to address customer concerns that the chatbot keeps customer information private, lets the owners manage how it works, and controls what messages it sends.
Winning solution features
- Data Preparation: Case study documents, including PPTs, images, PDFs, and Word documents, are processed to extract relevant text.
- Text Summarization with AI: An open-source LLM provides summaries of the extracted text from each case study.
- Organized for Quick Search: An embedding model organizes the text for quick retrieval, storing it in a searchable database.
335 registrants
participated in the challenge
$10,000
prize pot attracted top talent
8 winning solutions
All diverse and innovative
Impact
- Accelerate Sales, Empower Customers:
The IntelliCase Bot streamlines case study discussions, helping customers quickly grasp key insights and make confident decisions. - Data Privacy and Control:
The IntelliCase Bot prioritize data privacy, ensuring local ownership and control. This addresses critical user concerns and builds trust. - Technical Innovation:
Leveraging advanced technologies like Mistral’s MOE design and RAG frameworks, the Topcoder community pushed the boundaries of conversational AI.
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IntelliCase Bot (GPT)
Topcoder’s first Innovation Challenge, IntelliCase Bot (GPT), attracted brilliant AI experts from the Topcoder community to push the possibilities of conversational chatbots.