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In this episode, Kirk Marple, CEO of GraphFlit, dives into the fascinating world of unstructured data and how his company uses knowledge graphs to make sense of it. Unstructured data isn't just about spreadsheets—it's the massive collection of text, audio, video, and geospatial data that traditional databases struggle to organize.
Kirk explains how GraphFlit ingests and indexes this unstructured data, then uses knowledge graphs to connect the dots between entities like people, organizations, and locations. By doing so, they enrich the information provided to large language models (LLMs) like GPT-3, which significantly improves the quality of AI-generated responses.
GraphFlit’s platform primarily targets developers creating AI-powered applications across various industries. Kirk envisions a future where AI doesn’t just answer questions but proactively surfaces relevant insights, although he's cautious about the hype around artificial general intelligence (AGI), expecting progress to be more gradual.
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