Featured · Production · WisdmLabs
AI BotKit
Multi-tenant RAG chatbot platform live on 1,000+ websites, serving 100,000+ users across web, WhatsApp, Telegram and more.
Scans a customer's website and documents, builds a knowledge base, and embeds a chat widget with one JavaScript snippet. Pinecone hybrid search (dense + sparse), cross-encoder reranking, relevance gating with query reformulation, LangGraph agentic engine with tool calling, PostgreSQL checkpointed memory with summarization, a strict grounding policy with an honest fallback and human handover, OpenAI and Gemini, LangSmith tracing, WhatsApp/Telegram channels and multilingual Whisper voice.
- Website + documents
- Hybrid retrieval + reranking
- LangGraph agent + memory
- Web, WhatsApp, Telegram + voice