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Fix grammatical errors in markdown files by Gitfix #90

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Oct 31, 2024
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Fix grammatical errors in markdown files by Gitfix #90

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12 changes: 6 additions & 6 deletions README.md
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Expand Up @@ -5,14 +5,14 @@ The `@upstash/rag-chat` package makes it easy to develop powerful retrieval-augm
Features:

- Next.js compatibility with streaming support
- Ingest entire websites, PDFs and more out of the box
- Built-in Vector store for your knowledge base
- Ingest entire websites, PDFs, and more out of the box
- Built-in vector store for your knowledge base
- (Optional) built-in Redis compatibility for fast chat history management
- (Optional) built-in rate limiting
- (Optional) disableRag option to use it as LLM + chat history
- (Optional) Analytics via [Helicone](https://www.helicone.ai/), [Langsmith](https://www.langchain.com/langsmith) and [Cloudflare AI Gateway](https://developers.cloudflare.com/ai-gateway/)
- (Optional) Analytics via [Helicone](https://www.helicone.ai/), [Langsmith](https://www.langchain.com/langsmith), and [Cloudflare AI Gateway](https://developers.cloudflare.com/ai-gateway/)

## Getting started
## Getting Started

### Installation

Expand All @@ -26,7 +26,7 @@ bun add @upstash/rag-chat
npm i @upstash/rag-chat
```

### Quick start
### Quick Start

1. Set up your environment variables:

Expand Down Expand Up @@ -82,4 +82,4 @@ console.log(response.output);

### Docs

Checkout [the documentation](https://upstash.com/docs/vector/sdks/rag-chat/gettingstarted) for integrations and advanced options.
Checkout [the documentation](https://upstash.com/docs/vector/sdks/rag-chat/gettingstarted) for integrations and advanced options.
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