docs: 📝 wiki pages start

Author: marcvergees

docs/DEPLOYMENT.md

@@ -1,6 +1,6 @@
 # FireForm Architecture
 
-FireForm is a system designed to automate the process of filling out PDF forms using information extracted from transcriptions (e.g., voice recordings) via an LLM.
+FireForm is a system designed to automate the process of filling out PDF forms using information extracted from transcriptions via an LLM.
 
 ## Pipeline Description
 
@@ -11,7 +11,7 @@ The FireForm pipeline follows a structured flow from receiving raw user input to
 1.  **Template Preparation**: A standard PDF is processed to ensure it has interactive form fields.
 2.  **Input Acquisition**: The system receives a transcript (text) and a list of target fields to extract.
 3.  **LLM Extraction**: An LLM (via Ollama) processes the transcript to find values for each target field.
-4.  **Form Filling**: extracted values are mapped and written into the PDF template.
+4.  **Form Filling**: Extracted values are mapped and written into the PDF template.
 5.  **Output Generation**: A new, filled PDF is saved with a timestamped filename.
 
 ### Component Interaction
@@ -55,7 +55,7 @@ sequenceDiagram
 ### Key Components
 
 -   **`FileManipulator`**: The high-level orchestrator that manages the overall process.
--   **`LLM`**: Handles prompt engineering and communication with the local Ollama instance (typically using the Mistral model). It extracts structured data from unstructured text.
--   **`Filler`**: Handles the low-level PDF manipulation, ensuring that extracted data is placed into the correct form fields based on their visual order.
+-   **`LLM`**: Handles prompt engineering and communication with the local Ollama instance. It extracts structured data from unstructured text.
+-   **`Filler`**: Handles the low-level PDF manipulation, ensuring that extracted data is placed into the correct form fields.
 -   **`commonforms`**: A dependency used to prepare standard PDFs for filling.
 -   **`pdfrw` / `pypdf`**: Libraries used for reading and writing PDF metadata and form field values.