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[Docs] Revamp documentation (#1010)

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Deshraj Yadav
2023-12-15 05:14:17 +05:30
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@@ -22,17 +22,6 @@ make lint format
5. **Create a pull request**: When you are ready to contribute your changes, submit a pull request to the EmbedChain repository. Provide a clear and descriptive title for your pull request, along with a detailed description of the changes you have made.
# Tech Stack
embedchain is built on the following stack:
- [Langchain](https://github.com/hwchase17/langchain) as an LLM framework to load, chunk and index data
- [OpenAI's Ada embedding model](https://platform.openai.com/docs/guides/embeddings) to create embeddings
- [OpenAI's ChatGPT API](https://platform.openai.com/docs/guides/gpt/chat-completions-api) as LLM to get answers given the context
- [Chroma](https://github.com/chroma-core/chroma) as the vector database to store embeddings
- [gpt4all](https://github.com/nomic-ai/gpt4all) as an open source LLM
- [sentence-transformers](https://huggingface.co/sentence-transformers) as open source embedding model
## Team
### Authors