UppuluriKalyani · UppuluriKalyani · Oct 23, 2024 · Oct 22, 2024
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+# Image Retrieval Bot - README
+
+### Overview
+Image Retrieval Bot allows users to search and retrieve relevant images based on text queries. It uses CLIP for image-text embeddings, FAISS for efficient similarity search, and Flan-T5 for query processing. The bot can be extended to handle PDFs, videos, and larger datasets.
+Note: Using a better LLM like llama 3.2 or openAI will generate a much more efficent response.
+
+### Features
+- **CLIP Embeddings**: Maps images and text into a common space for comparison.
+- **FAISS Search**: Enables fast similarity-based image retrieval.
+- **Query-Based Retrieval**: Finds images matching text descriptions.
+- **Text Generation**: Utilizes Flan-T5 for text-based queries and responses.
+- **Scalable**: Easily adaptable to larger datasets and multimedia.
+
+Extending
+- **PDF/Video Search**: Adapt document processing for cross-media retrieval.
diff --git a/Generative Models/Image Retriever Bot/generateimageRAG_llamaindex.ipynb b/Generative Models/Image Retriever Bot/generateimageRAG_llamaindex.ipynb
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diff --git a/Generative Models/Image Retriever Bot/images/software.jpeg b/Generative Models/Image Retriever Bot/images/software.jpeg
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