Human User Interaction (Icon placeholder)

Agent UI User input types ✓ Text ✓ Audio ✓ Video ✓ Documents (pdf, image, ppt) User input channels ✓ Teams ✓ WebApp ✓ APIs ✓ WhatsApp ✓ Agent GUI

Conversational Intelligence

Input Processing • Input Extraction • Pre-processing and validations • Data sufficiency

Task decomposition Task 1 Task 2 Task 3 ...

Task Delegation Task prioritisation

Task Execution Self capability Assisted

Skills Retrieval Agent 🐍 LangChain 🐍 Python Action Agent 🐍 Python UiPath Automation Anywhere

Model Security Layer Applied based on the platform

Prompt Library Postgress Mongo

Memory + Knowledge Base MemGPT LangMent nemo

Model Hardware/Infra Azure AWS GCP

ANTHROPIC Gemini GenAI Layer Ollama OpenAI

Conversational Intelligence

Response validation • Response formulation • Translation

Human User Interaction (Icon)

Agent UI User input types ✓ Text ✓ Audio ✓ Video ✓ Documents (pdf, image, ppt) User input channels ✓ Teams ✓ WebApp ✓ APIs ✓ WhatsApp ✓ Agent GUI

Skills Retrieval Agent 🐍 LangChain 🐍 Python Action Agent 🐍 Python UiPath Automation Anywhere