{"id":30887867,"url":"https://github.com/intellectronica/llms-beyond-chat","last_synced_at":"2025-09-08T14:46:22.795Z","repository":{"id":243690692,"uuid":"798342957","full_name":"intellectronica/llms-beyond-chat","owner":"intellectronica","description":"LLMs: Beyond Chat","archived":false,"fork":false,"pushed_at":"2025-01-31T16:35:41.000Z","size":1357,"stargazers_count":10,"open_issues_count":1,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-31T17:36:15.264Z","etag":null,"topics":["ai","azure","instructor","llm","openai","pydantic"],"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/intellectronica.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":"2024-05-09T15:31:12.000Z","updated_at":"2025-01-31T16:35:45.000Z","dependencies_parsed_at":"2024-06-10T17:57:22.652Z","dependency_job_id":"a20590ab-44ce-40c8-865e-8b237776d7cb","html_url":"https://github.com/intellectronica/llms-beyond-chat","commit_stats":null,"previous_names":["intellectronica/llms-beyond-chat"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/intellectronica/llms-beyond-chat","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intellectronica%2Fllms-beyond-chat","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intellectronica%2Fllms-beyond-chat/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intellectronica%2Fllms-beyond-chat/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intellectronica%2Fllms-beyond-chat/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/intellectronica","download_url":"https://codeload.github.com/intellectronica/llms-beyond-chat/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intellectronica%2Fllms-beyond-chat/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274201798,"owners_count":25240361,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":["ai","azure","instructor","llm","openai","pydantic"],"created_at":"2025-09-08T14:46:19.281Z","updated_at":"2025-09-08T14:46:22.770Z","avatar_url":"https://github.com/intellectronica.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LLMs: Beyond Chat\n\nThis tutorial covers using [Pydantic](https://docs.pydantic.dev/) and [Instuctor](https://python.useinstructor.com/) with OpenAI GPT-4o to use the LLM as a software device for implementing different tasks.\n\n- **Notebooks**:\n  - [llms-beyond-chat.ipynb](llms-beyond-chat.ipynb) - the notebook with complete solutions and outputs.\n  - [llms-beyond-chat---practice.ipynb](llms-beyond-chat---practice.ipynb) - the tutorial notebook with solutions and outputs ommitted. Use this version to complete the tutorial yourself.\n  - [llms-beyond-chat-typescript.ipynb](llms-beyond-chat-typescript.ipynb) - JS/TS + Vercel AI SDK port\n\nTo run: `cp dot.env .env`, update the variables to an Open AI (or Azure Open AI) GPT-4o, and launch with Jupyter.\n\n[![Watch the video](https://img.youtube.com/vi/u_OAL5gmmcQ/hqdefault.jpg)](https://youtu.be/u_OAL5gmmcQ)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fintellectronica%2Fllms-beyond-chat","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fintellectronica%2Fllms-beyond-chat","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fintellectronica%2Fllms-beyond-chat/lists"}