Bobby, CTO of Tako, introduces their newly launched Knowledge Search API, which utilizes natural-language prompts to deliver visual answers and accurate, real-time data, addressing the challenges of reasoning with structured data while seeking feedback on its capabilities and limitations.
Generative Augmented Search (GAS) architecture using LLMs (Llama 3.3-70B on Cerebras)
2025-05-15
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Highlight 1
The integration of real-time structured data for accurate and timely responses is a key differentiator compared to other knowledge APIs.
Highlight 2
The deterministic retrieval system ensures a higher level of accuracy and reliability in the outputs provided, which is critical for business applications.
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The API is designed with a focus on augmenting existing large language models, allowing developers to leverage robust AI capabilities while maintaining control over content accuracy.
Improvement 1
Expanding the range of data sources for licensing could enhance the breadth of information accessible through the API.
Improvement 2
Adding support for web-sourced LLM analysis could provide developers with more flexibility, even at the cost of some accuracy.
Improvement 3
Improving performance metrics and reducing response time further would be beneficial, especially for high-demand applications requiring rapid data retrieval.
Product Functionality
Consider integrating a user-friendly dashboard for API management, allowing users to track usage metrics and customize settings more intuitively.
UI & UX
Enhancing the interface with guided onboarding for new users and clearer documentation can help them to navigate the product more effectively.
SEO or Marketing
Implementing a content marketing strategy that showcases case studies, how-to guides, and potential use cases can attract more developers and businesses to use the API.
MultiLanguage Support
Developing the capability for handling multiple languages in queries would greatly expand the product's usability and market reach.
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What types of queries can I input into the Tako Knowledge Search API?
You can input natural-language prompts related to structured data, such as historical events, statistics, and other factual information.
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How does Tako ensure the accuracy of the information provided?
Tako uses a deterministic retrieval system that sources data from authoritative providers, minimizing the inaccuracies often associated with generative language models.
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Can Tako support queries in multiple languages?
Currently, Tako focuses on English queries, but expansion to multi-language support is a goal for future development.