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context-frugal-langchain

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

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

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

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    CITATION.cff file
    Found CITATION.cff file
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    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    JOSS paper metadata
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    Scientific vocabulary similarity
    Low similarity (1.0%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

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

Basic Info
  • Host: GitHub
  • Owner: jmaczan
  • Language: Python
  • Default Branch: main
  • Size: 4.88 KB
Statistics
  • Stars: 0
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed over 2 years ago
Metadata Files
Readme Citation

README.md

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

Owner

  • Name: JÄ™drzej Maczan
  • Login: jmaczan
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Maczan"
  given-names: "Jędrzej Paweł"
  orcid: "https://orcid.org/0000-0003-1741-6064"
title: "context-frugal-langchain"
date-released: 2023-08-15
url: "https://github.com/jmaczan/context-frugal-langchain"

GitHub Events

Total
Last Year

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 4
  • Total Committers: 2
  • Avg Commits per committer: 2.0
  • Development Distribution Score (DDS): 0.5
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Jędrzej Paweł Maczan j****l@m****l 2
Jędrzej Paweł Maczan j****j@E****l 2
Committer Domains (Top 20 + Academic)
maczan.pl: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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