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68 lines
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68 lines
2 KiB
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---
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title: "RAG (Data)"
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description: "How to use our inbuilt RAG"
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icon: "database"
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---
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# Using RAG in Rowboat
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Rowboat provides multiple ways to enhance your agents' context with Retrieval-Augmented Generation (RAG). This guide will help you set up and use each RAG feature.
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<Info>RAG is called "Data" on the build view in the Rowboat UI. </Info>
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---
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## Types of RAG
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| RAG Type | Description | Configuration Required |
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|----------|-------------|------------------------|
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| **Text RAG** | Process and reason over text content directly | No configuration needed |
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| **File Uploads** | Upload PDF files directly from your device | No configuration needed |
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| **URL Scraping** | Scrape content from web URLs using Firecrawl | Requires API key setup |
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<Note> URL Scraping does not require any setup in the managed version of Rowboat. </Note>
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<Frame>
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<img src="/docs/img/rag-adding-data.png" className="w-full max-w-[800px] rounded-xl" alt="Adding data sources for RAG in Rowboat" />
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</Frame>
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## RAG Features
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### 1. Text RAG
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Process and reason over text content directly
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### 2. File Uploads
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- Upload PDF files directly from your device
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- **Open Source Version**: Files are stored locally on your machine
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- **Managed Version**: Files are stored in cloud S3 storage
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- Files are parsed using OpenAI by default
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<Note> You can also use Google's Gemini model for parsing as it is better at parsing larger files. </Note>
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#### 2.1 Using Gemini for File Parsing
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To use Google's Gemini model for parsing uploaded PDFs, set the following variables:
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```bash
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# Enable Gemini for file parsing
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export USE_GEMINI_FILE_PARSING=true
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export GOOGLE_API_KEY=your_google_api_key
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```
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### 3. URL Scraping
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Rowboat uses Firecrawl for URL scraping. You can have a maximum of 100 URLs.
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**Open Source Version**: To enable URL scraping, set the following variables:
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```bash
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export USE_RAG_SCRAPING=true
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export FIRECRAWL_API_KEY=your_firecrawl_api_key
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```
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**Managed Version**: No configuration required - URL scraping is handled automatically.
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