Dialogys -

| Layer | Function | Example Technologies | | :--- | :--- | :--- | | | Chat widget, voice assistant, or API endpoint | React, WebSockets, Twilio | | 2. Natural Language Understanding (NLU) | Entity extraction, intent classification | Rasa, Dialogflow, spaCy | | 3. Dialogue Manager | State tracking, context handling, disambiguation | Rasa Core, custom state machines | | 4. Query Translator | Converts intent into SQL/GraphQL/SPARQL | LangChain, custom parsers | | 5. Data Source | SQL databases, NoSQL, knowledge graphs | PostgreSQL, Neo4j, MongoDB |

Dialogys: Bridging the Gap Between Structured Data and Conversational AI dialogys