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Fix typos and increase langchain version to 0.0.100
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@ -9,13 +9,13 @@
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"This notebook presents how to implement a Question Answering system with Langchain, Qdrant as a knowledge based and OpenAI embeddings. If you are not familiar with Qdrant, it's better to check out the [Getting_started_with_Qdrant_and_OpenAI.ipynb](Getting_started_with_Qdrant_and_OpenAI.ipynb) notebook.\n",
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"\n",
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"This notebook presents an end-to-end process of:\n",
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"1. Using ra embeddings created by OpenAI API.\n",
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"1. Calculating the embeddings with OpenAI API.\n",
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"2. Storing the embeddings in a local instance of Qdrant to build a knowledge base.\n",
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"3. Converting raw text query to an embedding with OpenAI API.\n",
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"4. Using Qdrant to perform the nearest neighbour search in the created collection to find some context.\n",
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"5. Asking LLM to find the answer in given context.\n",
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"5. Asking LLM to find the answer in a given context.\n",
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"\n",
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"All the steps will be simplified to a calling some corresponding Langchain methods."
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"All the steps will be simplified to calling some corresponding Langchain methods."
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]
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},
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{
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@ -108,7 +108,7 @@
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},
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"outputs": [],
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"source": [
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"! pip install openai qdrant-client \"langchain==0.0.87\" wget"
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"! pip install openai qdrant-client \"langchain==0.0.100\" wget"
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]
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},
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{
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