HuggingChat Tools: Web Search, Image Edit & More

In this video, the YouTube channel Finxter introduces viewers to HuggingChat and its integration with the Cohere large language model (LLM), specifically the CohereForAI c4ai-command-r-plus model. The presenter highlights the unique tools available in HuggingChat, such as web search, URL fetcher, document parser (RAG), image generation, image editing, and a calculator.

The video begins with a demonstration of the document parser tool, where the presenter uploads a 161-page dissertation and tests the model’s ability to explain a specific algorithm. The CohereForAI model successfully identifies and explains the subgraph isomorphism algorithm, showcasing its advanced understanding and processing capabilities.

Next, the presenter tests the URL fetcher tool, which can access open-source URLs like those on Hugging Face, although it encounters limitations with some external websites due to legal restrictions. The web search tool is also demonstrated, with the model providing a detailed analysis of the Finxter Academy based on information from various sources, including Trustpilot and GitHub.

The calculator tool is tested with a simple arithmetic problem, and it accurately computes the result, demonstrating its utility for basic calculations. The image generation tool is then used to create an image of a turtle swimming in an ocean of milk, which is quickly generated. The image editing tool is subsequently tested by adding a crown to the turtle’s head, further illustrating the model’s capabilities.

The presenter emphasizes the power of the open-source community in enhancing these tools and models, noting that HuggingChat supports various models, including Google’s, Meta’s, and Microsoft’s. The CohereForAI model stands out due to its comprehensive tool integrations, making it a versatile choice for users.

Overall, the video showcases the impressive functionalities of HuggingChat and the CohereForAI model, highlighting their potential for various applications. The presenter encourages viewers to explore these tools and join the open-source community in advancing AI technology.