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README.md
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title: Multi LLM RAG With Groundtruth Comparison
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sdk: gradio
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sdk_version: 4.44.1
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app_file: app.py
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license: apache-2.0
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short_description: ' Upload PDFs, provide
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2. **Automatic Chunking and Indexing**: The DocumentSplitter and embedding indexing functionalities demonstrate Pixeltable's ability to prepare large documents for efficient retrieval.
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3. **Declarative Data Transformations**: Computed columns for context retrieval and prompt creation show how Pixeltable can express complex data operations simply and clearly.
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4. **Seamless Integration with AI Services**: The integration with OpenAI's API illustrates how Pixeltable can incorporate external AI services into data workflows.
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5. **Efficient Querying**: The `top_k` query function demonstrates Pixeltable's powerful querying capabilities, enabling fast similarity searches over large datasets.
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By unifying data management, transformation, and AI model integration, Pixeltable significantly reduces the complexity of building and deploying AI-powered applications like this RAG system.
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title: Multi LLM RAG With Groundtruth Comparison
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emoji: 🤖
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sdk: gradio
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sdk_version: 4.44.1
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app_file: app.py
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pinned: true
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license: apache-2.0
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short_description: ' Upload PDFs, provide ground truth, and compare various LLMs'
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# Overview
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Pixeltable unifies data storage, versioning, and indexing with orchestration and model versioning under a declarative table interface, with transformations, model inference, and custom logic represented as computed columns.
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