https://github.com/anuj0456/advance_rag_with_images
This project leverages SOTA techniques to retrieve relevant information from large datasets and generate coherent, contextually accurate text that includes image data references.
https://github.com/anuj0456/advance_rag_with_images
chatbot embeddings genai gpt llm rag
Last synced: 7 days ago
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This project leverages SOTA techniques to retrieve relevant information from large datasets and generate coherent, contextually accurate text that includes image data references.
- Host: GitHub
- URL: https://github.com/anuj0456/advance_rag_with_images
- Owner: anuj0456
- License: mit
- Created: 2024-06-08T15:27:00.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-06-10T04:01:40.000Z (about 2 years ago)
- Last Synced: 2025-10-23T04:58:00.765Z (9 months ago)
- Topics: chatbot, embeddings, genai, gpt, llm, rag
- Language: Python
- Homepage:
- Size: 297 KB
- Stars: 7
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
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README
# Advanced RAG with Images and Tables
git clone the application
```bash
git clone https://github.com/anuj0456/advance_rag_with_images.git
```
Install the necessary packages
```bash
pip install -r requirements.txt
```
Setup before running the app
```bash
$ export FLASK_APP=main
$ export FLASK_ENV=development
$ flask run
```
Ask question through postman
```bash
http://127.0.0.1:5000/qa
{
"query": "What percentage of CPI is dedicated to Housing, and how does it compare to the combined percentage of Medical Care, Apparel, and Other Goods and Services?"
}
```