https://github.com/jmaczan/context-frugal-langchain

🦜️🔗 Experimental chatbot to enable longer conversations by strong context summarization and history replacement
https://github.com/jmaczan/context-frugal-langchain

Last synced: 9 months ago
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🦜️🔗 Experimental chatbot to enable longer conversations by strong context summarization and history replacement

• Host: GitHub
• URL: https://github.com/jmaczan/context-frugal-langchain
• Owner: jmaczan
• Created: 2023-08-15T18:05:39.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-08-16T12:45:25.000Z (almost 3 years ago)
• Last Synced: 2025-09-05T06:49:29.543Z (9 months ago)
• Language: Python
• Size: 4.88 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Citation: CITATION.cff

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README

          
# context-frugal-langchain

🦜️🔗 Experimental chatbot to enable longer conversations by strong context summarization and history replacement

## The idea

Build a summary of conversation, similarly to ConversationSummaryMemory but with more compression of conversation. As the conversation is going on, keep only a summary, summarize strongly `N` last messages, summarize midly `M` last messages and repeat the process after each message

## Author

[Jędrzej Paweł Maczan](https://maczan.pl)