Patched patchwork/steps/FileAgent/README.md

Author: patched.codes[bot]

patchwork/steps/FileAgent/README.md

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+# Documentation: FileAgent Module
+
+This documentation covers the `FileAgent` module found within the `patchwork.steps.FileAgent` package, which consists of three main Python files: `typed.py`, `FileAgent.py`, and `__init__.py`. This module is designed to assist with tasks related to structured file data processing in an agentic manner, utilizing language models and other tools.
+
+## Sections
+
+- [File: patchwork/steps/FileAgent/typed.py](#file-patchworkstepsfileagenttypedpy)
+- [File: patchwork/steps/FileAgent/FileAgent.py](#file-patchworkstepsfileagentfileagentpy)
+- [File: patchwork/steps/FileAgent/__init__.py](#file-patchworkstepsfileagentinitpy)
+
+---
+
+## File: patchwork/steps/FileAgent/typed.py
+
+This file defines the input and output data structures for the FileAgent using Python's `TypedDict` system. It is primarily focused on outlining the schema for inputs and outputs that are used elsewhere in the module.
+
+### Inputs
+
+- `task`: A string representing the task to be executed.
+- `base_path`: A (optional) string indicating the file base directory path.
+- `prompt_value`: A dictionary of correlated values required for the prompt.
+- `max_llm_calls`: An integer capped configuration for maximum language model calls.
+- `anthropic_api_key`: A string for API authentication, marked as a configuration item.
+
+### Outputs
+
+- `request_tokens`: An integer count of tokens used in the request.
+- `response_tokens`: An integer count of tokens returned in the response.
+
+---
+
+## File: patchwork/steps/FileAgent/FileAgent.py
+
+This file implements the core `FileAgent` class. It inherits from the `Step` class and utilizes specific tools for file processing and language model interaction. The agent is configured to assist with tabular data files, such as CSV or Excel files, converting them if necessary and applying various analytical tools.
+
+### How it Works
+
+- **Initialization**: The `FileAgent` is initialized with inputs that define the base path, task, prompt value, and configurations for language model interactions.
+- **Tools Supported**: 
+  - Converts spreadsheets into CSV format using `In2CSVTool`.
+  - Searches text within files using `FindTextTool`.
+  - Provides file views with `FileViewTool`.
+  - Conducts SQL operations on CSV files with `CSVSQLTool`.
+- **Execution**: It operates within a temporary directory, executing strategies using the Agentic Strategy V2 approach, which manages the interaction with the language model.
+
+### Code Utilization
+
+Users can employ the `FileAgent` class to automate and streamline processing structured (and semi-structured) file formats, leveraging sophisticated model-driven workflows. It is particularly suited for scenarios that involve data extraction and transformation requirements.
+
+---
+
+## File: patchwork/steps/FileAgent/__init__.py
+
+This file stands empty and serves as the entry point to make the `FileAgent` module a package. It allows other parts of the Python program to import and use the `FileAgent` implementation.
+
+### Purpose
+
+Though devoid of code, this file is essential for Python's package structure, facilitating organized code management within the `patchwork.steps.FileAgent` directory.