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NEWS | Enterprise Tools

Open Deep Search challenges AI giants with open-source innovation

by Cresta News Desk

published April 7, 2025

Source: Sentient (via X)

In a move that could shake up the enterprise AI search landscape, the non-profit Sentient Foundation has released Open Deep Search (ODS), an open-source framework capable of delivering performance on par with proprietary solutions like Perplexity and ChatGPT Search.

How ODS works: ODS integrates with both open-source models such as DeepSeek-R1 and proprietary models like GPT-4o and Claude. Its Open Search Tool refines user queries by rephrasing them to capture diverse perspectives, retrieves pertinent information from the web, and prioritizes reliable sources like Wikipedia, arXiv, and PubMed. ODS's Open Reasoning Agent then synthesizes this information to generate comprehensive answers.

Towards feature parity: The emergence of high-quality, cost-effective solutions like ODS is lowering barriers to AI adoption, enabling organizations to implement advanced technologies without substantial financial outlays. This democratization of AI tools allows engineers and decision-makers to shift their focus from merely acquiring technology to strategically leveraging it for optimal business outcomes.​

The power of open-source: Analysts say the open-source nature of platforms like ODS opens the door for enterprises to take greater control over their AI implementations by allowing customization to meet specific operational needs and reducing dependency on single vendors. As tools become more accessible and feature-rich, businesses are better positioned to harness AI's full potential, leading to enhanced efficiency, innovation, and competitive advantage in the marketplace.

Key points

  • Sentient Foundation releases Open Deep Search (ODS), an open-source AI framework rivaling proprietary solutions like Perplexity and ChatGPT Search.

  • ODS integrates with models like DeepSeek-R1 and GPT-4o, refining queries and synthesizing information from reliable sources.

  • The open-source nature of ODS allows enterprises to customize AI implementations, reducing vendor dependency and enhancing strategic use.

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