Update README.md
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README.md
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README.md
@@ -11,6 +11,26 @@ A composable DSPy agent that optimizes tweets using a reflective generate-evalua
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- **Structured Evaluation**: 1-9 scoring with detailed reasoning per category
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- **Easy Configuration**: Flexible model, iteration, and patience settings
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### Quick Usage
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```python
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# Load this pre-trained agent from Modaic Hub
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from modaic import AutoAgent
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tweet_optimizer = AutoAgent.from_precompiled("farouk1/tweet-optimizer-v2")
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results = tweet_optimizer(
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input_text="Your tweet content here",
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iterations=20,
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patience=7
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)
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print(f"Original: {results.initial_text}")
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print(f"Optimized: {results.final_tweet}")
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print(f"Score: {results.best_score:.2f}")
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print(f"Iterations: {results.iterations_run}")
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```
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## Installation
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### Prerequisites
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@@ -98,27 +118,6 @@ agent.push_to_hub(
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)
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```
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### Load from Hub
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```python
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# Load this pre-trained agent from Modaic Hub
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from modaic import AutoAgent
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tweet_optimizer = AutoAgent.from_precompiled("farouk1/tweet-optimizer-v2")
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# Use immediately
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results = tweet_optimizer(
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input_text="Your tweet content here",
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iterations=20,
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patience=7
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)
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print(f"Original: {results['initial_text']}")
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print(f"Optimized: {results['final_tweet']}")
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print(f"Score: {results['best_score']:.2f}")
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print(f"Iterations: {results['iterations_run']}")
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```
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### Configuration Options
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#### TweetOptimizerConfig
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