embedchain is a framework to simply create LLM powered bots over any dataset.
It abstracts the enitre means of loading dataset, chunking it, creating embeddings after which storing in vector database.
You’ll be able to add a single or a number of dataset utilizing .add and .add_local operate after which use .question operate to search out a solution from the added datasets.
If you wish to create a Naval Ravikant bot which has 1 youtube video, 1 ebook as pdf and a pair of of his weblog posts, in addition to a query and reply pair you provide, all you could do is add the hyperlinks to the movies, pdf and weblog posts and the QnA pair and embedchain will create a bot for you.
Colab Code – https://colab.research.google.com/drive/1Cf5UCOx0xK6XKZcyI1DNlkqTJmrSY3lh?usp=sharing
Embedchain – https://github.com/embedchain/embedchain
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