LLM Integration
OpenAI GPT-4, Claude 3, and Mistral API integration. Custom prompt engineering and optimization. Multi-model orchestration for best results. Fine-tuning and model customization.
LLM-Powered AI Systems
Intelligent Systems That Reason, Retrieve, and Respond
We design systems that leverage cutting-edge language models to reason, retrieve, and respond — integrated seamlessly into your product or process.
Back to ServicesAI Capabilities We Deliver
RAG & Knowledge Systems
Retrieval-Augmented Generation (RAG) architectures. Vector databases (Pinecone, Weaviate, Qdrant). Document processing from PDFs, Notion, and web sources. Semantic search and intelligent retrieval.
AI Frameworks & Orchestration
LangChain and LangGraph for complex workflows. CrewAI for multi-agent systems. Custom agent architectures with memory and tools. Workflow automation with AI decision-making.
GPU & Inference
RunPod and Modal for GPU-accelerated inference. Cost-optimized model deployment strategies. AWS Bedrock and Vertex AI integration. Local model hosting with Ollama and vLLM.
Key Technologies
OpenAI, Anthropic & Mistral APIs
LangChain, RAG & CrewAI
Notion, PDF & Web Data Sources
RunPod, Modal & GPU Inference
PyTorch & TensorFlow
Hugging Face Transformers
Python & TypeScript
Vector Databases (Pinecone, Weaviate)
AWS Bedrock & Vertex AI
Fine-tuning & Prompt Engineering
Semantic Search & Embeddings
Multi-Agent Systems
Real-World Applications
Intelligent Chatbots
Context-aware customer support and sales assistants with memory and personality
Document Analysis
Automated extraction, summarization, and insights from large document sets
Content Generation
AI-powered writing, code generation, and creative content at scale
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