Extend Context From Files
extend_context_from_filesLoad multiple files, compress them into temporary libraries, and retrieve relevant context for queries to understand large codebases or document sets without creating permanent libraries.
Instructions
Loads multiple files, compresses them into temporary libraries, and retrieves relevant context for a given query. Perfect for quickly understanding large codebases or document sets without creating permanent libraries.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | The question to answer using extended context | |
| top_k | No | Number of chunks to retrieve per file (default: 8) | |
| file_paths | Yes | Array of file paths to load and compress |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | ||
| total_words | Yes | ||
| files_processed | Yes | ||
| extended_context | Yes | ||
| compression_stats | Yes | ||
| total_chunks_retrieved | Yes |