{"id":18674059,"url":"https://github.com/jmaczan/context-frugal-langchain","last_synced_at":"2025-09-12T00:38:50.025Z","repository":{"id":188559915,"uuid":"678931359","full_name":"jmaczan/context-frugal-langchain","owner":"jmaczan","description":"🦜️🔗 Experimental chatbot to enable longer conversations by strong context summarization and history replacement","archived":false,"fork":false,"pushed_at":"2023-08-16T12:45:25.000Z","size":5,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-09-05T06:49:29.543Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jmaczan.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-08-15T18:05:39.000Z","updated_at":"2023-08-15T20:46:11.000Z","dependencies_parsed_at":"2025-05-18T11:07:14.088Z","dependency_job_id":"cd5c807c-f402-43f1-b09b-a4aa698ab995","html_url":"https://github.com/jmaczan/context-frugal-langchain","commit_stats":null,"previous_names":["jmaczan/context-frugal-langchain"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jmaczan/context-frugal-langchain","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmaczan%2Fcontext-frugal-langchain","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmaczan%2Fcontext-frugal-langchain/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmaczan%2Fcontext-frugal-langchain/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmaczan%2Fcontext-frugal-langchain/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jmaczan","download_url":"https://codeload.github.com/jmaczan/context-frugal-langchain/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmaczan%2Fcontext-frugal-langchain/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274732454,"owners_count":25339345,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-11T02:00:13.660Z","response_time":74,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-07T09:17:22.855Z","updated_at":"2025-09-12T00:38:50.006Z","avatar_url":"https://github.com/jmaczan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# context-frugal-langchain\n\n🦜️🔗 Experimental chatbot to enable longer conversations by strong context summarization and history replacement\n\n## The idea\n\nBuild 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\n\n## Author\n\n[Jędrzej Paweł Maczan](https://maczan.pl)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjmaczan%2Fcontext-frugal-langchain","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjmaczan%2Fcontext-frugal-langchain","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjmaczan%2Fcontext-frugal-langchain/lists"}