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Add azure ai foundry tutorials #326

Merged
merged 5 commits into from
Jan 13, 2025
Merged

Add azure ai foundry tutorials #326

merged 5 commits into from
Jan 13, 2025

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mrmer1
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@mrmer1 mrmer1 commented Jan 2, 2025

This PR introduces a new section to the documentation, titled "Cohere on Azure". This section contains tutorials on using Cohere's models on Azure AI Foundry, covering the following topics:

  • Text Generation: This tutorial demonstrates how to use Cohere's Command model on Azure AI Foundry for text generation. It covers setting up the Cohere client, basic text generation, other use cases, and building a chatbot.
  • Semantic Search: This tutorial explores semantic search using Cohere's Embed model on Azure AI Foundry. It includes setting up the Cohere client, embedding text data, building a search index, and performing multilingual semantic search.
  • Reranking: This tutorial focuses on reranking using Cohere's Rerank model on Azure AI Foundry. It covers setting up the Cohere client, retrieving documents, reranking documents, and reranking semi-structured data.
  • Retrieval Augmented Generation (RAG): This tutorial provides a guide for performing RAG with Cohere's Command models on Azure AI Foundry. It includes setting up the Cohere client, building a RAG application, managing chat history, handling direct responses, and generating citations.
  • Tool Use & Agents: This chapter explains how to build an agentic application using Cohere's Command models on Azure AI Foundry. It covers setting up tools, defining tool schemas, and running an agent.

Changes:

  • A new section, "Cohere on Azure", has been added to the documentation, containing tutorials on using Cohere's models on Azure AI Foundry.
  • The following tutorials have been added:
    • Text Generation
    • Semantic Search
    • Reranking
    • Retrieval Augmented Generation (RAG)
    • Tool Use & Agents

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github-actions bot commented Jan 2, 2025

@mrmer1 mrmer1 changed the title Add azure ai foudnery tutorials Add azure ai foundry tutorials Jan 7, 2025
@mrmer1 mrmer1 marked this pull request as ready for review January 11, 2025 09:48
@mrmer1 mrmer1 requested review from a team as code owners January 11, 2025 09:48
@mrmer1 mrmer1 requested review from lfayoux and trentfowlercohere and removed request for lfayoux January 11, 2025 09:48
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These are great, well done!

@trentfowlercohere trentfowlercohere merged commit c9a2bf0 into main Jan 13, 2025
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@trentfowlercohere trentfowlercohere deleted the azure-ai-tutorials branch January 13, 2025 17:07
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2 participants