README.md

metadata

title: Client Chatbot
emoji: 💬
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false

Stacklogix Consultant Chatbot

A consultant-style chatbot for Stacklogix that gathers client requirements and explains how Stacklogix will address their needs. Powered by LangGraph + Groq (Llama 3.3 70B). Designed to be embedded on the Stacklogix website where clients interact with it instead of a sales representative.

Features

• Dual mode: Handles both clear requests (e.g. build a chatbot, build a dashboard) and problems or vague situations (e.g. inventory moving slowly, issues with an existing project).
• Structured requirement collection: Asks relevant questions (e.g. type of deliverable, data and format, behavior, look and feel, constraints, expectations) in a natural, consultant-like flow.
• Consultant-style explanations: Explains how the problem will be addressed, high-level implementation or solution steps, and what the company will do to deliver or resolve the issue (and, for problems, prevent recurrence).
• Domain-agnostic: Works across technology, operations, business processes, inventory, and any other domain.
• 5-phase flow: Discovery → Exploration → Constraints → Solution → Refinement, with session management and SQLite persistence.

Flow

1. Discovery — Understand what the client wants or what is going wrong.
2. Exploration — Gather requirements: data, format, behavior, look, constraints, success criteria.
3. Constraints — Confirm understanding and explain the proposed approach.
4. Solution — Summarize needs, how you will address it, steps, and what you will deliver.
5. Refinement — Full proposal, implementation steps, and next steps.

Clients can start with a clear request (“we want to build X”) or a problem (“Y isn’t working”); the chatbot adapts its questions and explanations accordingly.