extract_vector_context
Extract relevant semantic passages from large documents for a given query, returning only useful chunks within a specified token budget.
Instructions
⚡ 100M Token Vector Reasoning & Hierarchical Semantic Chunker Engine. Extracts relevant semantic chunks from large documents/attachments.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Search query or topic | |
| filename | No | Source document filename | |
| full_text | Yes | Full document text to chunk and rank | |
| max_tokens | No | Maximum token budget |