AI Agents & Applied LLM Solutions
Integrate autonomous AI agents, RAG vector search, and custom LLM workflows into your software ecosystem.
Convert enterprise data assets into strategic advantage. We engineer Pgvector RAG (Retrieval-Augmented Generation) systems, autonomous agents with Function Calling, and secure internal AI tools.
AI Agents & Applied LLM Solutions
In 2026, AI extends far beyond simple chat widgets. It forms the core decision engine of software platforms. We integrate leading models (GPT-4o, Claude 3.5 Sonnet, Gemini Pro) seamlessly connected to your enterprise data.
Why this architecture matters
RAG (Retrieval-Augmented Generation) Architecture
Deliver context-grounded AI responses based 100% on your internal records without costly fine-tuning.
Autonomous Agents & Function Calling
Enable AI models to execute direct actions: database queries, invoice generation, and external API calls.
Prompt Injection Defense & Security
Rigorously sanitizing user prompts and maintaining strict multi-tenant vector data boundaries.
Core Technical Capabilities
Pgvector & Pinecone Vector Storage
High-dimensional document embedding indexing for sub-10ms semantic similarity queries.
Intent Parsing & Zod Validation
Strict JSON Schema & Zod output validation ensuring reliable downstream programmatic execution.
API Token Cost Governance
Real-time token usage telemetry and per-tier rate limiting to prevent API bill overruns.
Technologies We Leverage
Step-by-Step Execution
Data Audit & Use-Cases
Identifying candidate datasets for embeddings and function tools.
RAG Embedding Pipeline
Text chunking and vector indexing inside PostgreSQL / Pgvector.
Agent & Tool Engineering
Developing Function Calling handlers and system prompt guards.
Security Verification & Launch
Adversarial prompt testing and secure production launch.
What You Get Upon Delivery
Every engineering deliverable includes complete documentation and turnkey onboarding.
Frequently Asked Questions
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