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Update README.md
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baskaryan authored Sep 28, 2023
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Expand Up @@ -39,7 +39,7 @@ Ingestion has the following steps:
3. Split documents with LangChain's [RecursiveCharacterTextSplitter](https://api.python.langchain.com/en/latest/text_splitter/langchain.text_splitter.RecursiveCharacterTextSplitter.html)
4. Create a vectorstore of embeddings, using LangChain's [Weaviate vectorstore wrapper](https://python.langchain.com/docs/integrations/vectorstores/weaviate) (with OpenAI's embeddings).

Question-Answering has the following steps, all handled by [OpenAIFunctionsAgent](https://python.langchain.com/docs/modules/agents/agent_types/openai_functions_agent):
Question-Answering has the following steps:

1. Given the chat history and new user input, determine what a standalone question would be using GPT-3.5.
2. Given that standalone question, look up relevant documents from the vectorstore.
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