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Cohere llm api: Retrieval Augmented Generation (RAG) #553

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irthomasthomas opened this issue Feb 18, 2024 · 0 comments
Open
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Cohere llm api: Retrieval Augmented Generation (RAG) #553

irthomasthomas opened this issue Feb 18, 2024 · 0 comments
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AI-Agents Autonomous AI agents using LLMs AI-Chatbots Topics related to advanced chatbot platforms integrating multiple AI models ai-platform model hosts and APIs Algorithms Sorting, Learning or Classifying. All algorithms go here. code-generation code generation models and tools like copilot and aider RAG Retrieval Augmented Generation for LLMs Research personal research notes for a topic

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Retrieval Augmented Generation (RAG)

Retrieval Augmented Generation (RAG) is a method for generating text using additional information fetched from an external data source. Providing relevant documents to the model can greatly increase the accuracy of the response. The Chat API in combination with the Command model makes it easy to generate text that is grounded on supplementary information.

For example, the code snippet below will produce an answer to "Where do the tallest penguins live?" along with inline citations based on the provided documents.

More about Retrieval Augmented Generation (RAG)

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{'label-name': 'text-generation-method', 'label-description': 'Method for generating text using external information', 'confidence': 54.99}
@irthomasthomas irthomasthomas added Algorithms Sorting, Learning or Classifying. All algorithms go here. chat-templates llm prompt templates for chat models code-generation code generation models and tools like copilot and aider New-Label Choose this option if the existing labels are insufficient to describe the content accurately RAG Retrieval Augmented Generation for LLMs Research personal research notes for a topic AI-Agents Autonomous AI agents using LLMs ai-platform model hosts and APIs AI-Chatbots Topics related to advanced chatbot platforms integrating multiple AI models and removed New-Label Choose this option if the existing labels are insufficient to describe the content accurately chat-templates llm prompt templates for chat models labels Feb 18, 2024
@irthomasthomas irthomasthomas changed the title Retrieval Augmented Generation (RAG) Cohere llm api: Retrieval Augmented Generation (RAG) Feb 18, 2024
@irthomasthomas irthomasthomas mentioned this issue Feb 28, 2024
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This was referenced Mar 16, 2024
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AI-Agents Autonomous AI agents using LLMs AI-Chatbots Topics related to advanced chatbot platforms integrating multiple AI models ai-platform model hosts and APIs Algorithms Sorting, Learning or Classifying. All algorithms go here. code-generation code generation models and tools like copilot and aider RAG Retrieval Augmented Generation for LLMs Research personal research notes for a topic
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