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docs: fix broken readme links (#4560)

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* docs: fix broken links

* fix Azure typo
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@ -64,7 +64,7 @@ An example pipeline would consist of one `Retriever` Node and one `Reader` Node.
- **Latest models**: Haystack allows you to use and compare models available from OpenAI, Cohere and Hugging Face, as well as your own local models. Use the latest LLMs or Transformer-based models (for example: BERT, RoBERTa, MiniLM). - **Latest models**: Haystack allows you to use and compare models available from OpenAI, Cohere and Hugging Face, as well as your own local models. Use the latest LLMs or Transformer-based models (for example: BERT, RoBERTa, MiniLM).
- **Modular**: Multiple choices to fit your tech stack and use case. A wide choice of DocumentStores to store your data, file conversion tools and more - **Modular**: Multiple choices to fit your tech stack and use case. A wide choice of DocumentStores to store your data, file conversion tools and more
- **Open**: Integrated with Hugging Face's model hub, OpenAI, Cohere and various A“Azure services. - **Open**: Integrated with Hugging Face's model hub, OpenAI, Cohere and various Azure services.
- **Scalable**: Scale to millions of docs using retrievers and production-scale components like Elasticsearch and a fastAPI REST API. - **Scalable**: Scale to millions of docs using retrievers and production-scale components like Elasticsearch and a fastAPI REST API.
- **End-to-End**: All tooling in one place: file conversion, cleaning, splitting, training, eval, inference, labeling, and more. - **End-to-End**: All tooling in one place: file conversion, cleaning, splitting, training, eval, inference, labeling, and more.
- **Customizable**: Fine-tune models to your domain or implement your custom Nodes. - **Customizable**: Fine-tune models to your domain or implement your custom Nodes.
@ -74,7 +74,7 @@ An example pipeline would consist of one `Retriever` Node and one `Reader` Node.
| | | | | |
| --------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | --------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 📒 [Docs](https://docs.haystack.deepset.ai) | Components, Pipeline Nodes, Guides, API Reference | | 📒 [Docs](https://docs.haystack.deepset.ai) | Components, Pipeline Nodes, Guides, API Reference |
| 💾 [Installation](https://github.com/deepset-ai/haystack#floppy_disk-installation) | How to install Haystack | | 💾 [Installation](https://github.com/deepset-ai/haystack#-installation) | How to install Haystack |
| 🎓 [Tutorials](https://haystack.deepset.ai/tutorials) | See what Haystack can do with our Notebooks & Scripts | | 🎓 [Tutorials](https://haystack.deepset.ai/tutorials) | See what Haystack can do with our Notebooks & Scripts |
| 🎉 [Haystack Extras](https://github.com/deepset-ai/haystack-extras) | A repository that lists extra Haystack packages and components that can be installed separately. | | 🎉 [Haystack Extras](https://github.com/deepset-ai/haystack-extras) | A repository that lists extra Haystack packages and components that can be installed separately. |
| 🔰 [Demos](https://github.com/deepset-ai/haystack-demos) | A repository containing Haystack demo applications with Docker Compose and a REST API | | 🔰 [Demos](https://github.com/deepset-ai/haystack-demos) | A repository containing Haystack demo applications with Docker Compose and a REST API |
@ -82,7 +82,7 @@ An example pipeline would consist of one `Retriever` Node and one `Reader` Node.
| 💙 [Contributing](https://github.com/deepset-ai/haystack#heart-contributing) | We welcome all contributions! | | 💙 [Contributing](https://github.com/deepset-ai/haystack#heart-contributing) | We welcome all contributions! |
| 📊 [Benchmarks](https://haystack.deepset.ai/benchmarks/) | Speed & Accuracy of Retriever, Readers and DocumentStores | | 📊 [Benchmarks](https://haystack.deepset.ai/benchmarks/) | Speed & Accuracy of Retriever, Readers and DocumentStores |
| 🔭 [Roadmap](https://haystack.deepset.ai/overview/roadmap) | Public roadmap of Haystack | | 🔭 [Roadmap](https://haystack.deepset.ai/overview/roadmap) | Public roadmap of Haystack |
| 📰 [Blog](https://haystack.deepset.ai/bloh) | Learn about the latest with Haystack and NLP | | 📰 [Blog](https://haystack.deepset.ai/blog) | Learn about the latest with Haystack and NLP |
| ☎️ [Jobs](https://www.deepset.ai/jobs) | We're hiring! Have a look at our open positions | | ☎️ [Jobs](https://www.deepset.ai/jobs) | We're hiring! Have a look at our open positions |