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docs: update gpt index references to LlamaIndex (#1856)
The GPT Index project is transitioning to the new project name, LlamaIndex. I've updated a few files referencing the old project name and repository URL to the current ones. From the [LlamaIndex repo](https://github.com/jerryjliu/llama_index): > NOTE: We are rebranding GPT Index as LlamaIndex! We will carry out this transition gradually. > > 2/25/2023: By default, our docs/notebooks/instructions now reference "LlamaIndex" instead of "GPT Index". > > 2/19/2023: By default, our docs/notebooks/instructions now use the llama-index package. However the gpt-index package still exists as a duplicate! > > 2/16/2023: We have a duplicate llama-index pip package. Simply replace all imports of gpt_index with llama_index if you choose to pip install llama-index. I'm not associated with LlamaIndex in any way. I just noticed the discrepancy when studying the lanchain documentation.
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@@ -76,7 +76,7 @@ Examples of vector database companies include [Pinecone](https://www.pinecone.io
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Although this is perhaps the most common way of document retrieval, people are starting to think about alternative
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data structures and indexing techniques specifically for working with language models. For a leading example of this,
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check out [GPT Index](https://github.com/jerryjliu/gpt_index) - a collection of data structures created by and optimized
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check out [LlamaIndex](https://github.com/jerryjliu/llama_index) - a collection of data structures created by and optimized
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for language models.
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## Augmenting
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