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  # Lightning Rod Labs
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- **Train with Timestamps, Not Labels.**
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- Lightning Rod Labs automatically generates high-quality training data from your documents or public sources — no labeling or extraction required. Define your criteria in Python, and our SDK treats real-world outcomes as the label, producing high-signal supervision at scale. Models learn causal factors, not just tokens. Raw data to deployable specialized models in hours.
 
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  [Website](https://lightningrod.ai/) · [SDK](https://github.com/lightning-rod-labs/lightningrod-python-sdk) · [Blog](https://blog.lightningrod.ai/)
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  # Lightning Rod Labs
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+ **Generate training data from real-world sources.**
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+ Go from messy historical data to verified training datasets — no labeling or annotation needed.
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+ Define your criteria in Python, and our SDK treats real-world outcomes as the label, producing high-signal supervision at scale. Models learn causal factors, not just tokens. Raw data to deployable specialized models in hours.
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  [Website](https://lightningrod.ai/) · [SDK](https://github.com/lightning-rod-labs/lightningrod-python-sdk) · [Blog](https://blog.lightningrod.ai/)
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