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[Quickstart with Python example app](https://platform.openai.com/docs/quickstart/build-your-application) \n- [OpenAI GPT-2 open-source](https://openai.com/blog/gpt-2-1-5b-release/)\n  - [HuggingFace API](https://huggingface.co/gpt2)\n  - [Official Python API](https://github.com/openai/gpt-2)\n  - [Simplified Python API](https://github.com/minimaxir/gpt-2-simple)\n  - [Dataset](https://github.com/openai/gpt-2-output-dataset)\n- [Cohere AI](https://cohere.ai/generate)  \n\n## Q\u0026A over documents\n- [Unstructured](https://github.com/Unstructured-IO/unstructured) - Python library for preprocessing of PDFs, images, HTML, Word documents etc.\n- [GPT Index](https://gpt-index.readthedocs.io/en/latest/index.html) for constructing index\n- [ColBertV2](https://github.com/stanford-futuredata/ColBERT) for searching index\n\n## Embedding Databases\n- [Pinecone](https://www.pinecone.io/)\n- [Weaviate](https://weaviate.io/)\n- [pgvector](https://github.com/pgvector/pgvector)\n\n## LLMs using external APIs\n- [LangChain](https://github.com/hwchase17/langchain)\n- [Dust.tt](https://dust.tt/)\n\n## Prompt-engineering\n- [Microsoft LMOps](https://www.infoq.com/news/2023/02/microsoft-lmops-tools/)\n- [Humanloop](https://humanloop.com/)\n- [Everyprompt](https://www.everyprompt.com/)\n\n## Deploying ML-powered apps\n- [Streamlit](https://streamlit.io/)\n- [Gradio](https://gradio.app/)\n\n## MLOps\n- [Chip Huyenn's MLOps discord](https://discord.com/invite/Mw77HPrgjF)\n- [MLFlow](https://mlflow.org/)\n- [Kubeflow](https://www.kubeflow.org/)\n- [Metaflow](https://metaflow.org/)\n- [TFServing](https://www.tensorflow.org/tfx/guide/serving)\n\n## ML Frameworks\n- PyTorch\n- Jax\n- TensorFlow\n\n## Example applications\n- [Pinecone OP Stack](https://gkogan.notion.site/gkogan/The-OP-Stack-aafcab0005e3445a8ad8491aac80446c)\n- [LangChain README](https://github.com/hwchase17/langchain)\n  - [Q\u0026A over Notion database](https://github.com/hwchase17/notion-qa)\n  - [Chat-LangChain](https://github.com/hwchase17/chat-langchain)\n  - [GPT + WolframAlpha](https://huggingface.co/spaces/JavaFXpert/Chat-GPT-LangChain)\n- [OpenAI Cookbook](https://github.com/openai/openai-cookbook)\n","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/dtch1997%2Fawesome-ml-dev-tools/projects"}