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complexity/averageStandard effort, moderate familiarity neededStandard effort, moderate familiarity neededdocumentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or requestexamplesExample scripts and demo improvementsExample scripts and demo improvementsmilestone/v0.6priority/mediumMedium priority — production readinessMedium priority — production readiness
Description
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.mdwith architecture, code walkthrough, migration guide -
examples/langchain_demo.pydemonstrating 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 neededStandard effort, moderate familiarity neededdocumentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or requestexamplesExample scripts and demo improvementsExample scripts and demo improvementsmilestone/v0.6priority/mediumMedium priority — production readinessMedium priority — production readiness