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.
| Technology | Icon | Description |
|---|---|---|
| LangChain | Framework designed for building and managing pipelines of language models, facilitating integration and orchestration of different models. | |
| LlamaIndex | Tool for efficiently managing and querying large collections of language models, enabling seamless interaction and retrieval. | |
| Pinecone | Vector database optimized for high-performance similarity search and retrieval, essential for scalable machine learning applications. | |
| OpenAI GPT | State-of-the-Art language model developed by OpenAI for advanced text and image generation, as well as comprehensive understanding tasks. | |
| Google Gemini | Google's cutting-edge AI model that enhances language processing capabilities, offering advanced features for diverse NLP tasks. | |
| OLLAMA | Versatile platform providing access to and interaction with a variety of language models, facilitating experimentation and deployment. | |
| Hugging Face | Leading hub for state-of-the-art machine learning models and datasets. |