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A RAG pipeline has two separate flows. The ingestion flow runs ahead of time and builds a searchable index from your documents. The query flow runs for every user question: it finds relevant chunks and asks the model to answer from them. Keeping these two flow...
To call Claude from Python, install the anthropic package, put your API key in the ANTHROPIC_API_KEY environment variable, and call client.messages.create() with a model, a token limit and a list of messages. This post takes you from an empty folder to a worki...
An LLM API is a web service that accepts text (and sometimes images or files) and returns text generated by a large language model. You send an HTTPS request with your prompt, the provider runs the model on its own servers, and you receive the model's answer i...
