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Lilac is an open-source AI tool that allows users to analyze, enrich, and clean unstructured data. It provides a range of functionalities to work with data effectively. Users can conduct semantic and keyword searches on large datasets, achieving instant results. The tool also offers dataset insights, providing users with a high-level overview of the dataset. Lilac allows users to enrich natural language with structured metadata, such as identifying personally identifiable information (PII), duplicates, language detection, or adding custom signals.One of the standout features of Lilac is the ability to create custom concepts tailored to specific business needs. Users can curate a set of concepts, enabling them to conceptually search and tag their data based on their own criteria. Lilac also enables users to remove unwanted or problematic data from their datasets.Lilac runs entirely on the user’s device, utilizing powerful open-source LLM technologies. The tool provides both a visual interface and a Python API, offering flexibility in how users interact with it. Installation is straightforward, and a public HuggingFace Spaces demo is available for those who prefer to use Lilac without installation.For support, users can file issues on GitHub for bugs and feature requests. General questions can be addressed on the Lilac Discord channel.
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Empower Everyone to Analyze Data with an AI Assistant.
Have a conversation with your data.
Better business insights and customer communication.
Use artificial intelligence to write SQL within Google BigQuery.
Platform for data-driven decision-making in businesses.
Simple data analysis and visualization for non-experts.
Self-service e-commerce dashboard and analytics.
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AI-Powered data analyst on your phone starting with Shopify
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Transformed non-specialist data visualization.
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Real-time analysis of visual objects and actions.
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Deep/machine-learning platform for real-time use.
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Automated predictive modeling for industry deployment.
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Insight platform for customer retention.
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Transforms media into data insights for marketing.
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Doc processing & data extraction for businesses.
Data analysis chatbot for Q&A insights.
Analyzed and modeled startups.
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Embed AI-powered data experience into your web app.
Accurate business insights from NLP analytics.
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Generating insights from data analysis.
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Research data to actionable insights for professionals.
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Advanced time series data analysis and visualization.
Meet your smartest employee, who knows everything.
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Chatbot query data in real-time.
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PlotGPT generates explanations for data analysis.
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Query and visualize databases easily for non-tech users.
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Image recognition for retail inventory management.
Analyzed cloud data with natural language.
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