Legentic🧠Technology
The Intelligence Behind Every LegenticAI Agent
At LegenticAI, we don’t just build agents — we engineer intelligent systems that understand context, interact with your tools, and evolve with your business. Here's what powers them.
🧱Core Frameworks
LangChain
LangChain is the backbone of our agents. It allows us to chain reasoning steps, connect to external tools, and structure how agents think, decide, and act.
Think: Not just one answer — but a plan of action.
Retrieval-Augmented Generation (RAG)
We use RAG to make agents smarter and grounded in real data. Instead of relying solely on static training, our agents fetch and reference real-time, task-relevant knowledge from your documents, sites, or APIs.
Think: Agents that don’t hallucinate — they cite.
Large Language Models (LLMs)
We integrate top-tier LLMs (e.g., GPT, Claude, Mistral) to enable natural language understanding, summarization, and structured responses — in both conversations and backend logic.
Think: Interfaces you can talk to, and they get it.
🔌Agent Capabilities
Web Automation
Agents can simulate real user behavior: navigate pages, fill out forms, click buttons, extract data, and loop through pages. Powered by headless browsers + AI decision logic.
Semantic Search
Using vector databases (e.g. FAISS, Weaviate, Qdrant), agents can search based on meaning, not just keywords — making document retrieval accurate and fast.
Multi-Step Reasoning
Our agents don’t stop at one step. With LangChain’s agents & tools system, they execute a full chain of logic: gather → decide → act → verify → respond.
Memory & Feedback Loops
With persistent memory and feedback integration, agents learn from interactions, stay context-aware, and improve over time.
🔐Architecture & Security
Modular Design
Each agent is component-based — easy to extend, debug, and monitor.
Secure API Layer
Built with FastAPI + token-based auth for safe, high-speed execution.
Privacy First
We never store your data unless explicitly needed — and always encrypted.
On-Prem Option
For sensitive use cases, we support deployment on your infrastructure.
🧪Dev Stack Highlights
Frontend
Backend
Data
LLMs
Infra
🔧Integration Ready
Our agents connect with:
🚀Want to See How It Works?
Let us walk you through how an agent is built, from prompt → action → result.
Book a Demo →