A production-ready 4-in-1 FastAPI backend bundle built for developers and automation agencies. Deploy AI-powered meeting intelligence, social automation, review analytics, and marketing copy generation — all from a single codebase.
Four Powerful Modules. One Codebase. Every module is a standalone FastAPI service — plug into any stack, deploy independently, or run them all together as a unified AI backend.
main.py — Whisper transcription + Claude 3.5 Sonnet intelligence
social_uploader.py — LinkedIn, X, and Telegram automation
review_analyzer.py — Sentiment analysis & brand monitoring
copywriter_generator.py — AIDA & PAS framework generation
Turn raw meeting recordings into structured, actionable summaries. Powered by OpenAI Whisper for transcription and Anthropic Claude 3.5 Sonnet for intelligent distillation — no manual notes required.
Upload any meeting recording. Whisper transcribes with speaker diarization and high accuracy.
Claude extracts key decisions, action items, and talking points in structured JSON output.
Return summaries to any frontend or downstream automation via clean FastAPI REST endpoints.
Automate your content distribution across the most important professional and social channels. The social_uploader.py module generates platform-optimized posts and publishes them directly — no manual copy-pasting.
Long-form professional posts with hashtags and engagement hooks tailored for business networks.
Thread generation and character-aware copy with viral framing mechanics.
Channel broadcasts with rich formatting and scheduled delivery automated parameters.
Aggregate, analyze, and respond to customer reviews at scale. The review_analyzer.py module uses sentiment analysis to classify feedback, flag urgent issues, and surface trends — giving your clients a real-time pulse on brand perception.
Positive, neutral, and negative scoring on every review with specialized confidence levels.
Automatically surface critical negative reviews that need immediate human support intervention.