{"id":21174834,"url":"https://github.com/mindinventory/mindinventory-generativeai","last_synced_at":"2025-10-30T19:35:41.889Z","repository":{"id":225335724,"uuid":"764645211","full_name":"Mindinventory/Mindinventory-GenerativeAI","owner":"Mindinventory","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-23T12:39:46.000Z","size":2141,"stargazers_count":23,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-13T15:55:41.677Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/Mindinventory.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,"zenodo":null}},"created_at":"2024-02-28T13:06:55.000Z","updated_at":"2024-12-23T12:39:51.000Z","dependencies_parsed_at":"2024-03-01T14:29:20.305Z","dependency_job_id":"3b0f95af-8f2c-4779-8acf-e9112268afc5","html_url":"https://github.com/Mindinventory/Mindinventory-GenerativeAI","commit_stats":null,"previous_names":["mindinventory/mindinventory-generativeai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Mindinventory/Mindinventory-GenerativeAI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mindinventory%2FMindinventory-GenerativeAI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mindinventory%2FMindinventory-GenerativeAI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mindinventory%2FMindinventory-GenerativeAI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mindinventory%2FMindinventory-GenerativeAI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Mindinventory","download_url":"https://codeload.github.com/Mindinventory/Mindinventory-GenerativeAI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mindinventory%2FMindinventory-GenerativeAI/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264752735,"owners_count":23658703,"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","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":"2024-11-20T16:56:23.386Z","updated_at":"2025-10-30T19:35:41.802Z","avatar_url":"https://github.com/Mindinventory.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Generative AI\n\n## About\n\nGenerative AI uses neural networks, deep learning, and machine learning to create new content based on existing data.\n\n# Initiatives 🚀 \n\n- Catalog of Generative AI Projects, utilizing local 💻 and cloud-hosted ☁️ Large Language Models (LLMs).\n- Includes 🐍 Jupyter Notebooks for various LLMs like Llama-2 🦙, Mistral, Mamba, Google Gemini ✨, OpenAI, and more.\n\n# Development Roadmap 🛣️\n\n- Continuous enhancement with emerging Generative AI Technologies.\n\n## Projects\n\n- **Language Generation**: Explore text generation projects using Language Models. 📝🤖\n- **Audio Generation** (Coming Soon): Experience AI-generated Audio. 🔊🎶\n- **Image Generation** (Coming Soon): Dive into AI-generated images. 🖼️🌌\n\n## MindInventory Capabilities\n\nMindInventory harnesses Generative AI through cutting-edge models and technologies for various applications:\n\n## AutoGen\n\nVersatile AI model for content creation, text generation, and creative writing.\n\n## Crew-AI\n\nCollaborative AI tasks solution for improved performance and context-aware responses.\n\n## DocsReRanking\n\nFocused on document ranking and relevance for information retrieval.\n\n## Google Gemini \u0026 Gemma\n\nGenerative models for human-like text generation and language understanding.\n\n## LLMFineTuning\n\nCustomization tool for adapting pre-trained models to specific use cases.\n\n## LLaMA-2\n\nPowerful language model for various NLP tasks.\n\n## LangGraph\n\nTool for creating semantic graphs from text data.\n\n## Mistral-7b-sharded\n\nSharded version optimized for large-scale language processing tasks.\n\n## Mixtral 8x7B\n\nState-of-the-art language model for advanced applications.\n\n## OpenAI\n\nPlatform for experimentation, research, and development.\n\n## PaLM-2\n\nPre-trained language model for language understanding and generation.\n\n## Retrieval Augmented Generation\n\nCombines retrieval-based methods with generative models for enhanced generation.\n\n## Vector-Store-Implementation\n\nEfficient tool for managing and querying large vector stores.\n\n## mamba\n\nHigh-performance language model for real-time processing.\n\n## Projects\n\nExplore projects showcasing MindInventory's Generative AI models:\n\n### Chatbot\n\nIntelligent chatbots for natural conversations and assistance.\n\n### Sentiment Analysis\n\nAccurate sentiment analysis for user-generated content.\n\n### PDF Summarizer\n\nEfficient tool for generating concise document summaries.\n\n### Custom Projects\n\nTailored AI solutions for unique needs and challenges.\n\n## Getting Started\n\n1. **Installation:** Install required dependencies and libraries.\n2. **Model Loading:** Load desired model using provided scripts or APIs.\n3. **Integration:** Integrate chosen model into project, customizing parameters.\n4. **Fine-Tuning (if required):** Use LLMFineTuning for model adaptation.\n5. **Launch Projects:** Deploy chatbots, sentiment analysis tools, PDF summarizers, or custom applications.\n\n## Usecases\n\n- **Conversational AI:** Enhance user interactions with intelligent chatbots.\n- **Sentiment Analysis:** Understand sentiment for improved user engagement.\n- **Document Summarization:** Generate concise document summaries for efficient review.\n\n## Examples\n\nCheck provided example scripts and projects for effective integration.\n\n## License\n\nLicensed under MIT License.\n\n---\n\nFor more details, visit [MindInventory](https://www.mindinventory.com/).\n\nContact us for collaboration or support:\n\n- Email: [sales@mindinventory.com](mailto:sales@mindinventory.com)\n\n# Resources\n\n- [OpenAI](https://openai.com): Cutting-edge AI research. 🧠🔬\n- [DeepLearning.AI](https://www.deeplearning.ai): Educational resources on deep learning and AI. 📚👩‍💻\n- [Langchain](https://langchain.org): Natural language processing resources and communities. 🔗📊\n- [GitHub](https://github.com): More Generative AI projects. 🛠️📂\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmindinventory%2Fmindinventory-generativeai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmindinventory%2Fmindinventory-generativeai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmindinventory%2Fmindinventory-generativeai/lists"}