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CONTRIBUTING.md

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* **Suggest a Fix** - if you can't fix the bug yourself, perhaps you can point to what might be
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causing the problem (line of code or commit)
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You can file new issues by providing the above information at the corresponding repository's issues link: https://github.com/Azure-Samples/llamaindex-search-javascript/issues/new].
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You can file new issues by providing the above information at the corresponding repository's issues link: https://github.com/Azure-Samples/llama-index-vector-search-javascript/issues/new].
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## Setting up the development environment
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README.md

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- aca
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- azure
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page_type: sample
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urlFragment: llamaindex-search-javascript
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urlFragment: llama-index-vector-search-javascript
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----->
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## LlamaIndex RAG chat app with Azure OpenAI and Azure AI Search (JavaScript)
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Learn more about developing AI apps using [Azure AI Services](https://aka.ms/azai).
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[![Open in GitHub Codespaces](https://img.shields.io/static/v1?style=for-the-badge&label=GitHub+Codespaces&message=Open&color=brightgreen&logo=github)](https://github.com/codespaces/new?hide_repo_select=true&ref=main&repo=890591076&machine=standardLinux32gb&devcontainer_path=.devcontainer%2Fdevcontainer.json&location=WestUs2)
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[![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/azure-samples/llamaindex-search-javascript)
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[![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/azure-samples/llama-index-vector-search-javascript)
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## Important Security Notice
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- [Clean up](#clean-up)
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- [Guidance](#guidance)
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![Chat screen](docs/images/llamaindex-search-javascript.png)
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![Chat screen](docs/images/llama-index-vector-search-javascript.png)
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The repo includes sample data so it's ready to try end to end. In this sample application we use one of Paul Graham's essays, [What I Worked On](https://paulgraham.com/worked.html), and the experience allows you to ask questions about this essay.
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### Architecture Diagram
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![RAG Architecture](docs/images/llamaindex-search-javascript-diagram.png)
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![RAG Architecture](docs/images/llama-index-vector-search-javascript-diagram.png)
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## Azure account requirements
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3. Run this command to download the project code:
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```shell
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azd init -t llamaindex-search-javascript
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azd init -t llama-index-vector-search-javascript
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```
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> [!NOTE]
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It will look like the following:
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!['Output from running azd up'](docs/images/llamaindex-search-javascript-endpoint.png)
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!['Output from running azd up'](docs/images/llama-index-vector-search-javascript-endpoint.png)
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> [!NOTE]
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> It may take 5-10 minutes after you see 'SUCCESS' for the application to be fully deployed.
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1. Build an image for the Next.js app:
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```
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docker build -t llamaindex-search-javascript .
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docker build -t llama-index-vector-search-javascript .
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```
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1. Generate embeddings:
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-v $(pwd)/config:/app/config \
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-v $(pwd)/data:/app/data \
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-v $(pwd)/cache:/app/cache \ # Use your file system to store the vector database
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llamaindex-search-javascript \
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llama-index-vector-search-javascript \
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npm run generate
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```
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-v $(pwd)/config:/app/config \
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-v $(pwd)/cache:/app/cache \ # Use your file system to store gea vector database
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-p 3000:3000 \
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llamaindex-search-javascript
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llama-index-vector-search-javascript
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```
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## Using the app

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