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docs: LangChain memory replacement integration guide #134

@dgenio

Description

@dgenio

Context

Split from #80. A standalone integration guide for LangChain as a memory/context replacement.

Proposal

Create docs/integration_langchain.md with:

  • Architecture diagram showing contextweaver replacing LangChain's ConversationBufferMemory / ConversationSummaryMemory
  • Code example: LangChain agent using contextweaver for context compilation instead of built-in memory
  • Key value proposition: budget-aware context vs LangChain's unbounded memory
  • Migration path from existing LangChain memory to contextweaver

Also create examples/langchain_demo.py with a runnable example.

Acceptance Criteria

  • docs/integration_langchain.md with architecture, code walkthrough, migration guide
  • examples/langchain_demo.py demonstrating memory replacement pattern
  • README examples table updated
  • Example runs without errors (mock LLM calls)

File Paths

  • docs/integration_langchain.md (new)
  • examples/langchain_demo.py (new)
  • README.md (edit)

Parent Issue

Part of #80. Tracked by #123 (framework integration guides epic).

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    complexity/averageStandard effort, moderate familiarity neededdocumentationImprovements or additions to documentationenhancementNew feature or requestexamplesExample scripts and demo improvementsmilestone/v0.6priority/mediumMedium priority — production readiness

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