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rishiraj committed May 23, 2024
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"id": "381b9123-d915-4309-8aac-756b19a7c87b",
"metadata": {},
"source": [
"# **Indexing Images Based Based on Visual Description**\n",
"# **Indexing Images Based on Visual Description**\n",
"\n",
"In this notebook we show how you can index images by visual description. We use a small visual description model called MoonDream. \n",
"\n",
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63 changes: 63 additions & 0 deletions docs/docs/examples/landing.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## **PDF Extraction**\n",
"We've curated a collection of inspiring examples to showcase the versatility of PDF extraction. Check out these notebooks:\n",
"\n",
"#### RAG based Question Answering\n",
"- [Efficient and supercharged RAG for mixed context texts with Indexify's framework, Gemini's 1M context & Arctic's embeddings](./efficient_rag.ipynb)\n",
"- [Question Answering from PDF using Indexify and OpenAI](./pdfqa.ipynb)\n",
"- [Scientific Journals](./Scientific_Journals.ipynb)\n",
"\n",
"#### Schema based Extractions\n",
"- [Schema based HOA Documents](./HOA_Invoice_Data_Extraction.ipynb)\n",
"- [SEC 10-K docs](./SEC_10_K_docs.ipynb)\n",
"\n",
"#### LLM based Extractions\n",
"- [Entity Recognition from PDF using Indexify and Gemini](https://colab.research.google.com/drive/1gHru2qjEhl4cmAOTQMj7unHnQACCh7We?usp=sharing)\n",
"- [Invoices](./Invoices.ipynb): Extract and analyze invoice data like a pro!\n",
"\n",
"#### Terms and Condition Documents\n",
"- [Multi-state Terms Documents](./Sixt.ipynb)\n",
"- [Terms and Condition Documents of Car Rental](./Terms_and_Condition_Documents_of_Car_Rental.ipynb): Navigate the complex world of car rental agreements with ease.\n",
"- [Terms and Conditions Documents of Health Care Benefits](./Terms_and_Conditions_Documents_of_Health_Care_Benefits.ipynb): Demystify health care benefits and make informed decisions."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## **Audio Extraction**\n",
"Check out this inspiring example to showcase the power of audio based extraction:\n",
"\n",
"- [ASR Diarization Colab Notebook](https://colab.research.google.com/drive/1aW6DdAkxTQWZcCe1fS0QCVZ6GeQFji2S?usp=sharing): Experience the state-of-the-art ASR + diarization + speculative decoding capabilities.\n",
"- [RAG using Audio as a Context](./audio_rag.ipynb)\n",
"- [Transcribing Audio with Indexify](./audio_transcription.ipynb)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## **Image & Video Extraction**\n",
"Check out this inspiring example to showcase the power of image & video based extraction:\n",
"\n",
"- [GIF search with MiniLM-L6 and CLIP embeddings](./GifSearch.ipynb)\n",
"- [Accurate Image RAG using Yolo and CodeGemma](./Image_RAG_Structured_Extraction.ipynb)\n",
"- [Indexing Images Based on Visual Description](./Moondream_Visual_Description_Index.ipynb)\n",
"- [RAG using Video as Context](./Video_RAG.ipynb)\n",
"- [Indexing Video Based on Visual Understanding](./Visual_Understanding_Clip_Yolo.ipynb)"
]
}
],
"metadata": {
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
4 changes: 1 addition & 3 deletions docs/mkdocs.yml
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- Develop Indexify: 'develop.md'
- Extractors on GPU: 'gpu-deployment.md'
- Examples:
- Image RAG: 'examples/Image_RAG_Structured_Extraction.ipynb'
- Scientific Journals: 'examples/Scientific_Journals.ipynb'
- MoonDream Visual Description: 'examples/Moondream_Visual_Description_Index.ipynb'
- All Examples: 'examples/landing.ipynb'

plugins:
- mkdocs-jupyter
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