Update README.md

README.md

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 # SciPhi-SearchAgent-Alpha-7B Model Card
 
-The SciPhi-SearchAgent-Alpha-7B is a Large Language Model (LLM) fine-tuned from Mistral-7B-v0.1. This model was fine tuned with a fully synthetic dataset to specialize at performing retrieval-augmented generation (RAG) over detailed web search results. This work aims to train an agent which specializes in using search engines such as [AgentSearch](https://huggingface.co/datasets/SciPhi/AgentSearch-V1) to generate accurate and well-cited summaries from a range of search results, providing more accurate answers to user queries. Please refer to the [docs here](https://agent-search.readthedocs.io/en/latest/) for more information on how to run the agent in practice.
+The SciPhi-SearchAgent-Alpha-7B is a Large Language Model (LLM) fine-tuned from Mistral-7B-v0.1. This model was fine tuned with a fully synthetic dataset to specialize at performing retrieval-augmented generation (RAG) over detailed web search results. This work aims to train an agent which specializes in using search, such as [AgentSearch](https://huggingface.co/datasets/SciPhi/AgentSearch-V1), to generate accurate and well-cited summaries from a range of search results, providing more accurate answers to user queries. Please refer to the [docs here](https://agent-search.readthedocs.io/en/latest/) for more information on how to run the agent end-to-end.
 
 Currently, SciPhi-SearchAgent-Alpha-7B is available via hosted api at https://www.sciphi.ai.