Extend Context From Files
extend_context_from_filesLoad multiple files, compress them into temporary libraries, and retrieve context for any query to understand large codebases without permanent storage.
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 |
|---|---|---|---|
| file_paths | Yes | Array of file paths to load and compress | |
| query | Yes | The question to answer using extended context | |
| top_k | No | Number of chunks to retrieve per file (default: 8) |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | ||
| files_processed | Yes | ||
| total_chunks_retrieved | Yes | ||
| extended_context | Yes | ||
| total_words | Yes | ||
| compression_stats | Yes |