LangChain + LangGraph Development - Canada

LangChain + LangGraph development for Canadian businesses

Custom LangChain and LangGraph applications. Multi-agent systems, RAG pipelines, complex orchestration. When you need more than a single API call.

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Production LangChain + LangGraph Builds

LangChain (and its newer LangGraph framework) is the deepest agent orchestration framework in production. We build complex multi-agent systems, RAG pipelines, and workflow engines on the LangChain stack with full observability via LangSmith.

LangChain Development Services

Complex agent systems

Multi-Agent Systems

Multiple coordinated agents for complex workflows.

  • LangGraph state machines
  • Agent-to-agent communication
  • Custom routing logic
  • Eval + monitoring
  • Production deployment

RAG Pipelines

Retrieval-augmented generation for knowledge-intensive apps.

  • Vector database setup (Pinecone, Weaviate, pgvector)
  • Document chunking + embedding
  • Hybrid search (semantic + keyword)
  • Re-ranking + filtering
  • Citation tracking

LangSmith Observability

Full eval + monitoring stack.

  • Trace inspection
  • Eval suite setup
  • A/B testing infrastructure
  • Cost monitoring
  • Production alerts

Custom Agent Frameworks

When LangChain isn't enough - hybrid + custom builds.

  • Custom orchestration code
  • LangChain + Anthropic Agent SDK
  • LangChain + custom tools
  • Multi-framework hybrid
  • Migration to/from LangChain

LangChain Development Pricing

Single Agent

$8,000 - $20,000

Production agent with eval + monitoring

3-5 weeks

  • LangChain agent build
  • 3-5 tool integrations
  • Eval suite
  • LangSmith setup
  • 30 days tuning

Multi-Agent System

$20,000 - $50,000

LangGraph multi-agent architecture

6-10 weeks

  • LangGraph state machine
  • Multiple coordinated agents
  • RAG integration
  • Production observability
  • 90 days tuning

Enterprise RAG + Agents

$50,000+

Complex enterprise deployments

10-16 weeks

  • Multi-agent + RAG hybrid
  • Custom integrations
  • SOC2-ready security
  • 6-month retainer
  • Quarterly strategy

LangChain FAQs

LangChain vs Anthropic Agent SDK vs custom?

LangChain wins for complex multi-agent + RAG. Anthropic Agent SDK wins for simpler agent loops on Claude. Custom code wins for highly specialized requirements.

Does it work with Claude?

Yes. LangChain has first-class Claude support. We commonly build LangChain orchestration on top of Claude's reasoning.

Observability story?

LangSmith is the production observability tool. We set up traces, evals, and monitoring as part of every build.

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