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Tackety is an open-source, self-hostable support engine that sits between your customers and your developers. It clusters semantically similar issues, and tells your team what to fix first, ranked by real impact, not arrival time. No Zendesk. No vendor lock-in. Custom webhooks, developers first engine
NLP support ticket routing and summarization — TF-IDF + Naive Bayes for speed (12ms p99, 90% F1), with an extension path for transformer-based classification. FastAPI + Streamlit.
Mitra, meaning "friend'' in Sanskrit language is a Botpress-powered AI FAQ chatbot embedded into a customer-facing website to automate Tier-1 support queries and improve customer self-service.
Imagine an e-commerce store gets hundreds of support emails. Instead of humans reading every single email, a local RAG pipeline reads the email, searches ChromaDB for relevant company policies, categorizes the priority (High/Low), and drafts a response using an SLM/LLM.
Support bots that loop forever and re-ask what the user already said — fixed. AI livechat auto-reply framework: NLU + slot-filling + human escalation. Python, runs offline.
Production-shaped control plane for AI support agents: scoped routing, policy broker, tool boundaries, approval queue, replay verification, audit traces, and human handoff. Prototype on synthetic/sample data — no production users.