Accel-backed Keenable is indexing the web for AI agents

3 weeks ago 16

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Revolutionizing Web Search for AI: Keenable's Groundbreaking Indexing Efforts

The internet's infrastructure is on the cusp of a revolution, driven by the exponential growth of artificial intelligence (AI) chatbots and their increasing reliance on web search. As AI agents delve deeper into the vast expanse of online information, the limitations of current search engines have become glaringly apparent. To address this pressing issue, a team of visionary entrepreneurs, led by Andrey Styskin, a seasoned expert in search and AI, has emerged to challenge the status quo. Their startup, Keenable, has recently come out of stealth with a whopping $26 million in seed funding, courtesy of Accel, Conviction Partners, and a clutch of business angels.

Background & Context

Traditional search engines were designed with humans in mind, catering to their need for rapid, relevant, and easily digestible information. However, as AI chatbots begin to dominate web searches, the need for an infrastructure tailored to their unique requirements has become imperative. These AI agents possess the capacity to process and analyze vast amounts of data, far exceeding human capabilities. This shift has sparked a reevaluation of the internet's infrastructure, with experts recognizing the necessity of a new paradigm that prioritizes AI-friendly search.

The current state of affairs has led to a bottleneck, where AI developers and researchers are forced to rely on antiquated search APIs or invest significant resources in building their own bespoke solutions. This has resulted in a dearth of options for those seeking web-scale search infrastructure, particularly with the likes of Google and Microsoft opting for a more bundled approach, thereby limiting access to their search APIs.

Key Details

Keenable's innovative approach is centered around creating a comprehensive web search index of over 100 billion documents, an unprecedented feat that has already garnered significant attention from the AI community. Their API is currently in production at several prominent AI labs and inference providers, both during training and runtime. Furthermore, the startup has forged a strategic partnership with voice AI company Gradium, enabling live information retrieval and cementing its position as a leader in the field.

Styskin, drawing from his extensive experience in search and AI, has emphasized the significance of fine-tuning index structures for specific tasks, thereby optimizing the search process and minimizing costs. "If you do not fine-tune your index structures for a specific task, the cost of serving and scanning the whole internet is enormous because of the volume," he explained. "That's why you need to innovate on how you can narrow the search space based on your query very fast. This is what we are bringing to the table."

Accel partner Zhenya Loginov, who led the investment, has highlighted the scarcity of web-scale search infrastructure options available to AI players. "AI players have very few options when it comes to web-scale search infrastructure, especially with Google and Microsoft taking steps to shut down their existing search APIs to avoid cannibalization," he noted. "Instead, the tech giants are opting for a more bundled approach, and being selective about their partners."

What Experts Say

The emergence of Keenable has sparked a lively debate within the AI community, with experts weighing in on the significance of this development. "The fact that Keenable is building a web search index of over 100 billion documents is a game-changer," said Dr. Matthias Petri, a renowned AI scientist and co-founder of Keenable. "This will enable AI agents to access and process information more efficiently, leading to significant advancements in various fields, from natural language processing to machine learning."

Key Takeaways

  • Keenable has created a comprehensive web search index of over 100 billion documents, catering to the unique needs of AI chatbots.
  • The startup's API is already in production at several prominent AI labs and inference providers, both during training and runtime.
  • Keenable has forged a strategic partnership with voice AI company Gradium, enabling live information retrieval.
  • The emergence of Keenable has highlighted the scarcity of web-scale search infrastructure options available to AI players, underscoring the need for innovative solutions.

What This Means For You

The implications of Keenable's groundbreaking indexing efforts are far-reaching, with potential applications in various domains. As AI chatbots continue to dominate web searches, the need for efficient and scalable search infrastructure will only grow. By providing a web-scale search solution tailored to AI agents, Keenable is poised to revolutionize the way we interact with online information, paving the way for significant advancements in AI research and development.

As the AI landscape continues to evolve, it is clear that the need for innovative search infrastructure will only intensify. Keenable's emergence serves as a beacon of hope, illuminating a path forward for the AI community. As we navigate the complexities of this rapidly changing landscape, one thing is certain: the future of web search has never looked brighter.

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