Ai powered conversational Flow manager

ai-automation-cat
For my workflow project, I built a system that integrates BERT, an LLM, and RAG with an interactive flow builder powered by Rete.js. With it, users can create and automate workflows by linking together blocks for triggers, actions, and conditions. BERT handles intent recognition, while the LLM with RAG provides multi‑file, context‑aware responses using PDFs, CSVs, TXTs, and even images. On the backend, I use Go to process the workflows as JSON, skipping nodes like the “start node.” On the frontend, I implemented a drag‑and‑drop interface in Angular 16, allowing users to build AI‑driven workflo
PythonChatbot DevelopmentVector DatabasesRAGGoPostgreSQLAngular

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Helmi D.

Junior AI Engineer / NLP Engineer

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