PlanOpticon

AI-powered video analysis, knowledge extraction, and planning.

https://planopticon.dev | https://github.com/ConflictHQ/PlanOpticon

Overview

PlanOpticon transforms video recordings and documents into structured knowledge -- transcripts, diagrams, action items, key points, and knowledge graphs. Connects to 20+ source platforms, automatically discovers models across multiple AI providers, and generates rich multi-format output with an interactive companion REPL and planning agent.

Features

• Multi-provider AI -- Auto-discovers and routes to the best available model across OpenAI, Anthropic, Google Gemini
• Planning agent -- Agentic analysis that adaptively adjusts depth, focus, and strategy based on content
• Companion REPL -- Interactive chat interface for exploring your knowledge base conversationally
• 20+ source connectors -- Google Workspace, Microsoft 365, Zoom, Teams, Meet, Notion, GitHub, YouTube, Obsidian, Apple Notes
• Document export -- Export to Markdown, Obsidian, Notion, and exchange formats
• OAuth authentication -- Built-in auth for Google, Dropbox, Zoom, Notion, GitHub, and Microsoft
• Smart frame extraction -- Change detection for transitions + periodic capture
• People frame filtering -- OpenCV face detection removes webcam frames, keeps shared content
• Diagram extraction -- Vision model-based classification detects flowcharts, architecture diagrams, charts
• Knowledge graphs -- Extracts entities and relationships, builds and merges graphs across videos
• Action item detection -- Finds commitments, tasks, and follow-ups with assignees and deadlines
• Batch processing -- Process entire folders with merged knowledge graphs
• Checkpoint/resume -- Pipeline resumes from where it left off if interrupted

Quick Start

pip install planopticon
planopticon analyze -i meeting.mp4 -o ./output
planopticon companion --kb ./output
planopticon agent --kb ./output --interactive

Requirements

• Python 3.10+
• FFmpeg (for audio extraction)
• At least one API key: OPENAI_API_KEY, ANTHROPIC_API_KEY, or GEMINI_API_KEY

MIT License -- CONFLICT LLC