{"data":{"slug":"aiplaybookin-novice-chatgpt","name":"novice-ChatGPT","tagline":"ChatGPT API Usage using LangChain, LlamaIndex, Guardrails, AutoGPT","github_url":"https://github.com/aiplaybookin/novice-ChatGPT","owner":"aiplaybookin","repo":"novice-ChatGPT","owner_avatar_url":"https://avatars.githubusercontent.com/u/83638338?v=4","primary_language":"Jupyter Notebook","stars":122,"forks":17,"topics":["autogpt","gpt4","guardrails","langchain","llamaindex"],"archived":false,"github_pushed_at":"2024-08-16T08:38:26+00:00","maintenance_label":"Dormant","stars_delta_30d":-4,"url":"https://www.graphcanon.com/tools/aiplaybookin-novice-chatgpt","markdown_url":"https://www.graphcanon.com/tools/aiplaybookin-novice-chatgpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/aiplaybookin-novice-chatgpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=aiplaybookin-novice-chatgpt","description":"ChatGPT API Usage using LangChain, LlamaIndex, Guardrails, AutoGPT and more","homepage_url":null,"license":null,"open_issues":0,"watchers":3,"ai_summary":"Explore various ChatGPT-based projects and integrations including conversion of unstructured PDF data into structured DataFrame and automatic newsletter generation.","readme_excerpt":"# Use cases/ Experimentation with ChatGPT\nChatGPT API Usage using - [Llamaindex](https://gpt-index.readthedocs.io/en/latest/index.html), [OpenAI](https://openai.com), [Guardrails](https://shreyar.github.io/guardrails/), [LangChain](https://python.langchain.com/en/latest/index.html) and more...\n\n#\n# 1. [Unstructured to Structured](./unstructuredToStructured/) ( pdfs invoices to pandas DataFrame)\n### Source PDF files e.g.\n<img src=\"./unstructuredToStructured/images/pdf.png\" alt=\"source pdf\" width=\"800\" height=\"500\"/>\n\n### Target DataFrame e.g.\n<img src=\"./unstructuredToStructured/images/table.png\" alt=\"targetdf\" width=\"800\" height=\"500\"/>\n\n#\n# 2. [NewsLetters](./newsLetter/)\n\nDemo\n\n<img src=\"./newsLetter/images/newsletter.gif\" alt=\"flow\" width=\"950\" height=\"350\"/>\n\n\n**Hit ⭐️ if you appreciate it**","github_created_at":"2023-03-28T10:32:43+00:00","created_at":"2026-07-15T10:43:14.281049+00:00","updated_at":"2026-09-20T04:26:02.000237+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"}],"tags":[{"slug":"autogpt","name":"autogpt"},{"slug":"gpt4","name":"gpt4"},{"slug":"guardrails","name":"guardrails"},{"slug":"langchain","name":"langchain"},{"slug":"llamaindex","name":"llamaindex"}],"trust":{"provenance":{"is_fork":false,"github_id":620256952,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-12T06:00:24.230Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":756,"last_release_at":null,"stars_delta_30d":-4,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T10:43:15.687Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-12T06:00:25.047Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-09-12T06:00:25.047Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Need to convert multiple PDF files efficiently into DataFrame formats","Automated newsletter generation where AI text summarization is a requirement"],"when_not_to_use":["Complex image processing is required alongside data extraction from documents","Projects where real-time interaction and decision-making with ChatGPT are prioritized over batch operations"],"source":"enrich:decision_facts","observed_at":"2026-07-16T18:43:25.029Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"novice-ChatGPT leverages LangChain, LlamaIndex, Guardrails, AutoGPT for conversions of unstructured PDFs into structured DataFrames and automatic newsletter generation."}]}}