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templates: Update README.md - Fixing a typo (#17689)

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- **Description:** PR to fix typo in readme
    - **Issue:** typo in readme
    - **Dependencies:** no
    - **Twitter handle:** p_moolrajani
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templates/rag-multi-modal-local/README.md
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@ -9,7 +9,7 @@ This template demonstrates how to perform private visual search and question-ans
It uses OpenCLIP embeddings to embed all of the photos and stores them in Chroma. It uses OpenCLIP embeddings to embed all of the photos and stores them in Chroma.
Given a question, relevat photos are retrieved and passed to an open source multi-modal LLM of your choice for answer synthesis. Given a question, relevant photos are retrieved and passed to an open source multi-modal LLM of your choice for answer synthesis.
![Diagram illustrating the visual search process with OpenCLIP embeddings and multi-modal LLM for question-answering, featuring example food pictures and a matcha soft serve answer trace.](https://github.com/langchain-ai/langchain/assets/122662504/da543b21-052c-4c43-939e-d4f882a45d75 "Visual Search Process Diagram") ![Diagram illustrating the visual search process with OpenCLIP embeddings and multi-modal LLM for question-answering, featuring example food pictures and a matcha soft serve answer trace.](https://github.com/langchain-ai/langchain/assets/122662504/da543b21-052c-4c43-939e-d4f882a45d75 "Visual Search Process Diagram")