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BullFlow

Generic AI writing sounds like nobody in particular; BullFlow writes from your own company knowledge instead. It first builds a private knowledge base from your documents, images, audio, and video plus structured records for your company, brand, products, customers, and cases. Ingestion runs entirely on local open models: OCR reads scans, semantic splitting and chunking prepare text, and hybrid vector plus full-text search retrieves passages with their sources and relevance scores shown under every answer. A creation agent then works in one conversation: it searches the knowledge base, drafts articles with images embedded in the text, generates image sets or short videos, and exports finished pieces as PDF or Word. Output adapts to where it is going, long-form articles for article platforms, multi-image posts with matching copy for image feeds. A separate distribution gateway sends one finished piece to many accounts across Chinese and international social platforms, checks account health on a schedule, and returns publish results and metrics by webhook. Around all of that sits a commercial shell: multiple tenants with isolated data, roles from super admin to finance, credit billing measured per token, image, and second, subscriptions, invoices, referral commissions, and a conversion funnel in the operations backend. Scheduled rules can generate and publish on a timetable with nobody watching, and notifications report each completion or failure. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

BullFlow
BullFlow
BullFlow
BullFlow
BullFlow

Benefits

  • Content Grounded In Your Files
  • Company, brand, product, customer, and case records plus your documents are injected into every generation, and answers list the retrieved passages with relevance scores so claims can be checked against sources.
  • Knowledge Pipeline Without API Bills
  • OCR, semantic splitting, embeddings, reranking, image search, and transcription all run on local open models, so indexing a million documents costs compute you already own and company data never leaves your network.
  • From Draft To Seventeen Platforms
  • The agent produces platform-shaped articles, image posts, and short videos, and the distribution gateway publishes to Chinese and international social networks with scheduled generation and webhook result reporting.
  • A Business, Not Just A Tool
  • Multi-tenancy, five admin roles, per-token and per-image credit billing, subscriptions, payments, invoices, referral commissions, and a nine-step conversion funnel arrive built in for teams selling content services.

Features

  • Hybrid Enterprise Retrieval
  • Milvus vector search and Elasticsearch full-text search fused with reciprocal rank fusion, optional reranking, neighboring-chunk expansion, and adaptive retrieval, evaluated with built-in Ragas tooling and automatic weight tuning.
  • Four-Level Document Ingestion
  • Twelve formats including PDF, Word, Excel, PowerPoint, EPUB, and HTML pass through OCR, Pandoc conversion, native parsers, and a binary fallback, with semantic chunking that protects tables and code blocks.
  • Streaming Creation Agent
  • A LangGraph ReAct agent streams token by token and chains knowledge search, article writing with inline generated images, image sets, short video, customer-record creation, and PDF or Word export.
  • Multi-Platform Distribution Gateway
  • One piece publishes to Douyin, Xiaohongshu, WeChat, Bilibili, LinkedIn, YouTube, X, and more, with per-platform format validation, account health patrols, sticky proxy assignment, and webhook callbacks.
  • Tenancy, Billing, And Roles
  • Tenant isolation enforced across the database and both search indexes, super admin through finance roles, credit billing per token, image, and second, subscriptions, top-up packs, and invoice handling.
  • Scheduled Unattended Publishing
  • Rules by weekday and time generate content and send it to chosen accounts automatically, with in-app, email, Feishu, and WeCom notifications reporting completions, failures, and account problems.

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