Feature/generative ai project 2

[YugantGotmare]

Have you read the Contributing Guidelines ?

yes

Description

I have added 2 projects one is Intermediate and another one is Advance
Project Intermediate: This script sets up an environment to translate text using Google Translate and generate images based on the translated text using a pre-trained Stable Diffusion model from Hugging Face. It installs necessary libraries, configures a CFG class for setting parameters, and defines functions for translation and image generation. The script first translates a Tamil phrase ("ஒரு பூங்காவில் யானை") to English, then uses the translated text as a prompt to generate an image. The Stable Diffusion model is configured to run on a CUDA device, with specific settings for image generation steps, image size, and guidance scale

Project Advance: This script sets up a Streamlit web application that allows users to query information about Mumbai properties and neighborhoods. It utilizes LangChain components to load property data from a CSV file, split the text into manageable chunks, and generate embeddings using the Hugging Face model. These embeddings are stored in a FAISS vector store for efficient retrieval. The app employs a conversational retrieval chain using a CTransformers language model and maintains conversation history with a buffer memory. The interface includes a sidebar for past queries and a main section for user interaction and displaying responses from the language model

Fixes #985

Checklist

• [ Yes ] I've read the contribution guidelines.
• [ Yes ] I've checked the issue list before deciding what to submit.
• [ No ] I've edited the README.md and link to my code.

Related Issues or Pull Requests

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[Kushal997-das]

@YugantGotmare Closing this PR as you already created one PR let's work on that first if approve then allow you to do another.

[Kushal997-das]

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