langchain-memory ยท diff
git:20260507.313363d to git:20260507.50823d8
4 added, 0 removed. Audit A to A.
---
name: langchain-memory
description: LangChain memory integration including ConversationBufferMemory, ConversationSummaryMemory, and vector-based memory
allowed-tools:
- Read
- Write
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- Bash
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- Grep
graph:
domains: [domain:software-engineering]
+ specializations: [specialization:ai-agents-conversational]
+ skillAreas: [skill-area:natural-language-processing]
+ roles: [role:ml-engineer, role:backend-engineer]
+ workflows: [workflow:feature-development, workflow:ml-model-lifecycle]
---
# LangChain Memory Skill
## Capabilities
- Implement various LangChain memory types
- Configure ConversationBufferMemory for short-term recall
- Set up ConversationSummaryMemory for long conversations
- Integrate vector-based memory for semantic search
- Design memory retrieval strategies
- Handle memory persistence and serialization
## Target Processes
- conversational-memory-system
- chatbot-design-implementation
## Implementation Details
### Memory Types
1. **ConversationBufferMemory**: Stores full conversation history
2. **ConversationBufferWindowMemory**: Rolling window of recent messages
3. **ConversationSummaryMemory**: Summarizes older messages
4. **ConversationSummaryBufferMemory**: Hybrid approach
5. **VectorStoreRetrieverMemory**: Semantic similarity-based retrieval
### Configuration Options
- Memory key naming conventions
- Return message format (string vs messages)
- Summary LLM selection
- Vector store backend selection
- Token limits and window sizes
### Dependencies
- langchain
- langchain-community
- Vector store client (optional)