RAG As A Service
Connect LLMs directly to your private enterprise databases, PDF archives, and Notion/Google Drive wikis. Accurate citations, zero hallucinations, and hybrid semantic-lexical search.
- Chunking, embedding & vector indexing
- Pinecone / Qdrant / pgvector setups
- Cross-encoder reranking algorithms
Agentic AI Development
Design goal-directed autonomous agents that reason, plan, call external APIs (Model Context Protocol / MCP), and execute complex multi-step workflows without human babysitting.
- LangGraph & AutoGen multi-agent swarms
- MCP tool integrations & sandboxed shells
- Self-reflection & deterministic guardrails
Applied & Generative AI
Fine-tune open-weights models (Llama 3.3, Mistral, DeepSeek) or orchestrate frontier APIs (Gemini 2.0, Claude 3.7, OpenAI o3) for automated content, support bots, and predictive analytics.
- LoRA fine-tuning & domain adaptation
- Automated prompt evaluations & CI/CD
- Token cost optimization & caching