{"id":17513022,"url":"https://github.com/alexandrehsd/evaluating-llm-systems","last_synced_at":"2026-01-30T04:40:35.074Z","repository":{"id":258418450,"uuid":"873894531","full_name":"alexandrehsd/evaluating-llm-systems","owner":"alexandrehsd","description":"LangSmith tutorial on LLM Systems evaluation","archived":false,"fork":false,"pushed_at":"2024-10-18T13:47:34.000Z","size":444,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-10T21:14:03.973Z","etag":null,"topics":["langchain","langgraph","langsmith"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/alexandrehsd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-10-16T22:51:28.000Z","updated_at":"2024-12-05T21:09:11.000Z","dependencies_parsed_at":"2024-10-18T23:11:08.747Z","dependency_job_id":null,"html_url":"https://github.com/alexandrehsd/evaluating-llm-systems","commit_stats":null,"previous_names":["alexandrehsd/evaluating-llm-systems"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/alexandrehsd/evaluating-llm-systems","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandrehsd%2Fevaluating-llm-systems","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandrehsd%2Fevaluating-llm-systems/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandrehsd%2Fevaluating-llm-systems/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandrehsd%2Fevaluating-llm-systems/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alexandrehsd","download_url":"https://codeload.github.com/alexandrehsd/evaluating-llm-systems/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandrehsd%2Fevaluating-llm-systems/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28902797,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-30T04:02:34.702Z","status":"ssl_error","status_checked_at":"2026-01-30T04:02:33.562Z","response_time":66,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["langchain","langgraph","langsmith"],"created_at":"2024-10-20T06:06:44.441Z","updated_at":"2026-01-30T04:40:35.042Z","avatar_url":"https://github.com/alexandrehsd.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Evaluating LLM Systems\n\nIn this repo, we work on a example of LLM System evaluation with a single agent with access to a SQL tool. The concepts explored here are derived from [LangSmith](https://docs.smith.langchain.com/concepts/evaluation#agents) and the code was inspired from [this](https://docs.smith.langchain.com/tutorials/Developers/agents) tutorial with some slight code modification and fixes applied to the evaluation procedures.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexandrehsd%2Fevaluating-llm-systems","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falexandrehsd%2Fevaluating-llm-systems","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexandrehsd%2Fevaluating-llm-systems/lists"}