Agent Description

AI Investigator is an automated AI system designed to analyze enterprise AI case studies, extracting insights from provided URLs or company websites using the Claude 3.5 Sonnet API and Firecrawl. Its flexible Python framework generates detailed, structured reports, adaptable for various content analysis tasks beyond case studies.

Key Features

• Analyzes case studies from URLs in a CSV file for targeted content extraction.
• Discovers and processes case studies from company websites using Firecrawl’s map endpoint.
• Employs Claude 3.5 Sonnet for intelligent case study identification and relevance filtering.
• Generates structured reports with sections like Executive Summary and AI Strategy Analysis.
• Uses Firecrawl’s scrape endpoint to extract content in markdown format with metadata.
• Supports customizable parameters, e.g., 5000-link limit and subdomain inclusion.
• Fully open-source, enabling community contributions and custom adaptations.

Use Cases

• Enterprise Research: Analyzes AI adoption in firms, producing reports for consultants, saving 20 hours weekly, per github.com/muratcankoylan/AI-Investigator.
• Market Analysis: Extracts competitor AI strategies from websites, aiding strategic planning, as noted in medium.com posts.
• Academic Studies: Supports researchers studying AI implementation trends, streamlining data collection, per towardsdatascience.com.
• Content Aggregation: Compiles case studies for training datasets, enhancing AI model development, per analyticsvidhya.com.

Differentiation Factors

• Dual-mode operation (CSV and website crawling) offers flexibility unlike single-mode tools like CaseStudyAI.
• Claude 3.5 Sonnet’s advanced reasoning surpasses Weaviate’s simpler vector search for nuanced analysis.
• Firecrawl integration for dynamic link discovery outshines static URL-based tools like InsightExtractor.

Frequently Asked Questions (FAQs)

• What is AI Investigator?
  AI Investigator is an open-source Python tool that analyzes enterprise AI case studies using Claude 3.5 Sonnet and Firecrawl, generating structured reports.
• What are its two modes of operation?
  CSV Mode analyzes URLs from a CSV file, while Website Mode crawls company websites to discover and process case studies.
• Can it be used for non-AI case studies?
  Yes, its architecture is adaptable for analyzing various website content types with minor configuration changes.
• Is coding required to use AI Investigator?
  Basic Python knowledge is needed for setup, but the framework includes clear instructions for non-experts.