How do I manage long-document workflows within this limit?

How It Works:

Use strategies like sliding windows, hierarchical chunking, or retrieval-augmented generation (RAG) to feed relevant excerpts into the model while preserving coherence.

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Key Benefits:

• Scalable summarization: Process hundreds of pages efficiently.
• Improved accuracy: Delivers focused answers by selecting pertinent chunks.
• Flexible workflows: Combine vector search with dynamic context assembly.

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Real-World Use Cases:

• Research briefs: Auto-summarize multiple academic papers.
• Customer records: Aggregate older tickets for agent handoff.