https://github.com/luluw8071/generative-ai

Learn GenAI by integrating OpenAI GPT, Google Gemini, Ollama and HuggingFace models using LangChain, LlamaIndex and Pinecone.
https://github.com/luluw8071/generative-ai

Last synced: 2 days ago
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Learn GenAI by integrating OpenAI GPT, Google Gemini, Ollama and HuggingFace models using LangChain, LlamaIndex and Pinecone.

• Host: GitHub
• URL: https://github.com/luluw8071/generative-ai
• Owner: LuluW8071
• Created: 2024-04-04T09:21:36.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-08-25T17:20:39.000Z (3 months ago)
• Last Synced: 2024-08-25T18:36:57.181Z (3 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 868 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# LangChain-Generative-AI



  

  



Welcome to the **Generative AI** repository! This repository demonstrates how to leverage **LangChain** and **LlamaIndex** to integrate various **LLMs (Large Language Models)** such as **OpenAI GPT**, **Google Gemini**, and **LLAMA** with **Pinecone** for advanced LLM applications, using **APIs** or **open-source models** from **OLLAMA** or **Hugging Face**.

### 🛠️ Technologies Used

| Technology       | Icon                                                                                                  | Description                                               |

|------------------|-------------------------------------------------------------------------------------------------------|-----------------------------------------------------------|

| **LangChain**    | ![LangChain](https://go-skill-icons.vercel.app/api/icons?i=langchain)                                 | Framework designed for building and managing pipelines of language models, facilitating integration and orchestration of different models. |

| **LlamaIndex**   | ![LlamaIndex](https://go-skill-icons.vercel.app/api/icons?i=llamaindex)                                | Tool for efficiently managing and querying large collections of language models, enabling seamless interaction and retrieval.          |

| **Pinecone**     | ![Pinecone](https://go-skill-icons.vercel.app/api/icons?i=pinecone)                                    | Vector database optimized for high-performance similarity search and retrieval, essential for scalable machine learning applications. |

| **OpenAI GPT**   | ![OpenAI GPT](https://go-skill-icons.vercel.app/api/icons?i=chatgpt)                                  | State-of-the-Art language model developed by OpenAI for advanced text and image generation, as well as comprehensive understanding tasks.     |

| **Google Gemini**| ![Google Gemini](https://go-skill-icons.vercel.app/api/icons?i=gemini)                                 | Google's cutting-edge AI model that enhances language processing capabilities, offering advanced features for diverse NLP tasks. |

| **OLLAMA**       | ![OLLAMA](https://go-skill-icons.vercel.app/api/icons?i=ollama)                                       | Versatile platform providing access to and interaction with a variety of language models, facilitating experimentation and deployment. |

| **Hugging Face**       | ![Hugging Face](https://go-skill-icons.vercel.app/api/icons?i=huggingface)                                       | Leading hub for state-of-the-art machine learning models and datasets. |