Alexander Kireyev
@chatman-media
AI/LLM automation, chatbots & web products · Founder of Timeline Studio · Available for projects
8
Published Tools
33
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Published Tools
1 MCP Server7 Skillsacross 4 categorieschatman-media
Generate Telegram group member count badges for GitHub README
chatman-media
Revolutionary multilingual AI orchestration framework with cultural awareness and DDD architecture
Alexander Kireev
PostgreSQL storage adapters for @chatman-media/sales — Drizzle ORM implementations of all engine interfaces.
Alexander Kireev
Per-tenant LLM routing: BYOK / platform-managed / Ollama. Маршрутизирует (tenantId, purpose) → конкретный ChatClient/EmbeddingClient.
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Channel-agnostic pipeline обработки inbound сообщений: contact-resolve → conversation lookup → mode routing → AI-reply / queued / human → outbound. Сердце data plane.
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Production-grade RAG engine for conversational bots — hybrid retrieval (pgvector + BM25), pluggable LLM providers, sales-style prompt composition, hallucination guard, query rewriting.
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LLM-powered sales funnel engine — persona composition, A/B testing, ELO rating, self-play evaluation for conversational bots.
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Tenant-scoped Knowledge Base: hybrid retrieval (pgvector + BM25), ingest, answer pipeline, persona/skill composition. LLM I/O живёт в @chatman-media/llm-router.
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