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@@ -37,7 +37,7 @@
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## What is Embedchain?
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-Embedchain is a production ready Open Source RAG framework - load, index, retrieve, and sync any unstructured data.
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+Embedchain is an Open Source RAG Framework that makes it easy to create and deploy AI apps. At its core, Embedchain follows the design principle of being *"Conventional but Configurable"* to serve both software engineers and machine learning engineers.
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Embedchain streamlines the creation of RAG applications, offering a seamless process for managing various types of unstructured data. It efficiently segments data into manageable chunks, generates relevant embeddings, and stores them in a vector database for optimized retrieval. With a suite of diverse APIs, it enables users to extract contextual information, find precise answers, or engage in interactive chat conversations, all tailored to their own data.
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@@ -48,15 +48,6 @@ Embedchain streamlines the creation of RAG applications, offering a seamless pro
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pip install embedchain
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```
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-### REST API
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-You can also run Embedchain as a REST API server using the following command:
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-
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-```bash
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-docker run --name embedchain -p 8080:8080 embedchain/rest-api:latest
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-```
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-
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-Then, navigate to http://127.0.0.1:8080/docs to interact with the API.
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-
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## 🔍 Usage and Demo
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<!-- Demo GIF or Image -->
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@@ -90,14 +81,14 @@ You can also try it in your browser with Google Colab:
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## 📖 Documentation
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Comprehensive guides and API documentation are available to help you get the most out of Embedchain:
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-- [Getting Started](https://docs.embedchain.ai/get-started/quickstart)
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- [Introduction](https://docs.embedchain.ai/get-started/introduction#what-is-embedchain)
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+- [Getting Started](https://docs.embedchain.ai/get-started/quickstart)
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- [Examples](https://docs.embedchain.ai/examples)
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- [Supported data types](https://docs.embedchain.ai/components/data-sources/overview)
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## 🔗 Join the Community
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-Connect with fellow developers and users by joining our [Slack Workspace](https://join.slack.com/t/embedchain/shared_invite/zt-22uwz3c46-Zg7cIh5rOBteT_xe1jwLDw). Dive into discussions, ask questions, and share your experiences.
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+Connect with fellow developers and users by joining our [Slack Workspace](https://join.slack.com/t/embedchain/shared_invite/zt-22uwz3c46-Zg7cIh5rOBteT_xe1jwLDw) or [Discord Community](https://discord.gg/CUU9FPhRNt). Dive into discussions, ask questions, and share your experiences.
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## 🤝 Schedule a 1-on-1 Session
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Deshraj Yadav