AI SOLUTIONS

LLM & RAG

Large language models and retrieval-augmented generation systems for intelligent document processing and conversational AI.

APPROACH

We develop language AI systems that combine the power of large language models with retrieval-augmented generation. Our solutions enable organizations to unlock knowledge from documents, automate customer support, and build intelligent conversational interfaces.

CAPABILITIES

Solution Components

Custom LLM Fine-tuning

Domain-specific language model training and fine-tuning for your unique business requirements.

Model Selection
Dataset Preparation
Fine-tuning Pipeline
Evaluation & Testing
Deployment
Continuous Learning

Enterprise Knowledge Bases

Build searchable knowledge systems powered by RAG for accurate, contextual information retrieval.

Document Ingestion
Vector Embeddings
Semantic Search
Context Retrieval
Answer Generation
Source Attribution

Intelligent Chatbots

Conversational AI assistants that understand context and provide accurate, helpful responses.

Intent Recognition
Context Management
Multi-turn Dialogue
Integration APIs
Analytics Dashboard
Human Handoff

Document Q&A Systems

Ask questions about your documents and get precise answers with source citations.

Document Parsing
Query Understanding
Information Extraction
Answer Synthesis
Citation Linking
Confidence Scoring

Let's Discuss Your Project

We implement LLM and RAG solutions for enterprises looking to harness the power of language AI. Contact us to explore how these technologies can transform your workflows.