Chain Analyzer

A Streamlit application for visualizing and analyzing the processing workflow of Large Language Model chains through JSONL debug files.

Features

• JSONL Processing : Efficiently parse and process JSONL debug files containing LLM chain data
• Question Extraction : Automatically identify and categorize questions processed by the LLM
• Workflow Visualization : View a graphical representation of the entire processing chain
• Step-by-Step Analysis : Examine each stage of the workflow, including:
• Question classification
• Company identification
• Financial data analysis
• Corporate actions analysis
• Business operations analysis
• Final answer generation
• Document Page Viewer : See which document pages were analyzed and which were used in the final response
• Raw Data Access : Download the raw JSON data for further analysis

Configuration

The application can be configured by modifying the following variables:

• DOCUMENT_DIR: Path to the directory containing markdown files of documents referenced in the analysis

Document Directory Configuration

Before running the application, you must configure the path to your document directory:

1. Open main.py in a text editor
2. Locate the DOCUMENT_DIR variable at the top of the file
3. Replace it with the path to your markdown files folder using one of these formats:

   python
   Copy
   # Option 1: Use raw string (recommended for Windows paths)
   DOCUMENT_DIR =r"C:\Path\To\Your\Markdown\Files"
   
   # Option 2: Use double backslashes
   DOCUMENT_DIR ="C:\\Path\\To\\Your\\Markdown\\Files"
   
   # Option 3: Use forward slashes (works on all operating systems)
   DOCUMENT_DIR ="C:/Path/To/Your/Markdown/Files"

Important Notes:

• The directory should contain unpacked markdown (.md) files
• Each markdown file should contain document content with pages formatted as "Page X" headers
• The filename (without .md extension) should match the company name referenced in the JSONL file
• If you encounter a "unicodeescape" error, make sure you're using one of the path formats above

You can also change the document directory through the application's sidebar after launching.