How to Build a Document Pipeline With Kimi K2.5
Long context is not a replacement for retrieval. How to combine Kimi K2.5 with chunking, structured output, and validation in a real document pipeline.
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Long context is not a replacement for retrieval. How to combine Kimi K2.5 with chunking, structured output, and validation in a real document pipeline.
Kimi K2.5 reads enormous documents without chunking. Here is how to feed it long context, keep it accurate, and where attention degrades.