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In recent months, the world of AI has changed drastically. The impact of the general availability of Large Language Models, like ChatGPT, Bard, and Dolly is hard to overstate. These only complement existing techniques in image generation, classification, speech recognition, and many others. At the time of writing this post, Hugging Face Hub, the leading repository of models, has more than 200,000 of them! The challenge is how to integrate these techniques into a broader system. AI is not a goal in itself but a tool in your journey to offer the best experience to your customers.

The possibilities are endless: Summarize the most important events in the customer's account. Generate queries to the database from a natural language description. Help customer service provide a sequence of steps to resolve an issue. Identify the important parts of a PDF invoice. These are tasks where AI can make an impact now.

However, the ecosystem is quite fragmented, usually requiring a different library for each different service. This is where enters the game: a project whose goal is to offer a convenient interface to these modern AI techniques so your team can quickly move from ideas to proofs of concepts to integrating AI into your business processes.

Just bring in your project, connect it to the right AI models and data sources, and start asking questions.