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chore: Update README.md (#1102) 

Removed Grammatical errors
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@ -6,12 +6,12 @@
<img width="900" alt="demo" src="https://lh3.googleusercontent.com/drive-viewer/AK7aPaBasLxbp49Hrwnmi_Ctii1oIM18nFJrBO0ERSE3wpkS-syjiQBE32_tUSdqnjn6etUDjUSkdJeFa8acqRb0lZbkZ6CyAw=s1600">
PrivateGPT is a production-ready AI project that allows you to ask questions to your documents using the power
of Large Language Models (LLMs), even in scenarios without Internet connection. 100% private, no data leaves your
PrivateGPT is a production-ready AI project that allows you to ask questions about your documents using the power
of Large Language Models (LLMs), even in scenarios without an Internet connection. 100% private, no data leaves your
execution environment at any point.
The project provides an API offering all the primitives required to build private, context-aware AI applications.
It follows and extends [OpenAI API standard](https://openai.com/blog/openai-api),
It follows and extends the [OpenAI API standard](https://openai.com/blog/openai-api),
and supports both normal and streaming responses.
The API is divided into two logical blocks:
@ -40,14 +40,14 @@ DISCLAIMER: This README is not updated as frequently as the [documentation](http
Please check it out for the latest updates!
### Motivation behind PrivateGPT
Generative AI is a game changer for our society, but adoption in companies of all size and data-sensitive
Generative AI is a game changer for our society, but adoption in companies of all sizes and data-sensitive
domains like healthcare or legal is limited by a clear concern: **privacy**.
Not being able to ensure that your data is fully under your control when using third-party AI tools
is a risk those industries cannot take.
### Primordial version
The first version of PrivateGPT was launched in May 2023 as a novel approach to address the privacy
concern by using LLMs in a complete offline way.
concerns by using LLMs in a complete offline way.
This was done by leveraging existing technologies developed by the thriving Open Source AI community:
[LangChain](https://github.com/hwchase17/langchain), [LlamaIndex](https://www.llamaindex.ai/),
[GPT4All](https://github.com/nomic-ai/gpt4all),
@ -69,10 +69,10 @@ PrivateGPT if you come from the previous, primordial version.
### Present and Future of PrivateGPT
PrivateGPT is now evolving towards becoming a gateway to generative AI models and primitives, including
completions, document ingestion, RAG pipelines and other low-level building blocks.
We want to make easier for any developer to build AI applications and experiences, as well as providing
We want to make it easier for any developer to build AI applications and experiences, as well as provide
a suitable extensive architecture for the community to keep contributing.
Stay tuned to our [releases](https://github.com/imartinez/privateGPT/releases) to check all the new features and changes included.
Stay tuned to our [releases](https://github.com/imartinez/privateGPT/releases) to check out all the new features and changes included.
## 📄 Documentation
Full documentation on installation, dependencies, configuration, running the server, deployment options,