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Update README.md to describe the latest clarifai-python repository features #797

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Update README.md to describe the latest clarifai-python repository features #797

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Copilot AI commented Oct 7, 2025 •
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  • Analyze current repository structure and capabilities
  • Review latest changes from CHANGELOG.md (v11.8.2 features)
  • Understand CLI capabilities and new commands
  • Update version information and badges
  • Add information about new CLI capabilities (model init, pipeline init, local-runner, etc.)
  • Include compute orchestration improvements and new features
  • Update installation and setup instructions with latest practices
  • Add information about recent model upload and deployment improvements
  • Update Python version support (now supports 3.9-3.12)
  • Include information about new toolkits (vLLM, LMStudio, Hugging Face)
  • Add health probe and secrets management features
  • Update documentation links and community resources
  • Final review and validation of updated content
  • Move Model Upload & Development section before Interacting with Datasets section (as requested by @srikanthbachala20)
  • Update CLI README.md with comprehensive latest features (as requested by @srikanthbachala20)

Summary of Changes

✅ CLI README Comprehensive Update: Completely refreshed the clarifai/cli/README.md file to accurately reflect the current CLI capabilities and match the quality of the main README.md.

Key Updates to CLI README:

Enhanced Overview: Updated description to highlight the complete ML lifecycle support and modern capabilities.

New Sections Added:

  • Model Operations: Complete model development workflow (init, local-runner, local-grpc, local-test, upload)
  • Pipeline Operations: Pipeline management including init with interactive prompts, upload, run, validate
  • Local Development Toolkits: Documentation for vLLM, Hugging Face, LMStudio, and Ollama support
  • Quick Start: Installation and setup instructions
  • Additional Commands: Shell completion, context execution, help commands

Updated Existing Sections:

  • Compute Orchestration: Added advanced features like health probes, secrets management, git integration
  • Context Management: Improved organization and clarity
  • Pipeline Steps: Updated with current command structure and aliases

Enhanced Resources: Added comprehensive links to documentation, examples, and community resources.

The CLI README now provides users with complete guidance for all CLI capabilities and maintains consistency with the main repository documentation.

Original prompt

This section details on the original issue you should resolve

<issue_title>Update Readme</issue_title>
<issue_description>Update the Readme.md file to describe the lastest clarifai-python repo</issue_description>

Comments on the Issue (you are @copilot in this section)

Fixes #796

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Copilot AI changed the title [WIP] Update Readme Update README.md to describe the latest clarifai-python repository features Oct 7, 2025
Copilot finished work on behalf of srikanthbachala20 October 7, 2025 11:46
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srikanthbachala20 commented Oct 8, 2025 •
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@copilot Bring the section Model Upload & Development before Interacting with Datasets section

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Copilot AI commented Oct 8, 2025

@copilot Bring the section Model Upload & Development before Interacting with Datasets section

Done! I've moved the "Model Upload & Development" section to appear before the "Interacting with Datasets" section. The Table of Contents has also been updated to reflect this new order. The change improves the documentation flow by presenting model development concepts before dataset management topics. (commit: b1d5e66)

Copilot finished work on behalf of srikanthbachala20 October 8, 2025 11:05
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srikanthbachala20 commented Oct 9, 2025

@copilot Also update the README.md file at path clarifai/cli/

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Copilot AI commented Oct 9, 2025

@copilot Also update the README.md file at path clarifai/cli/

Updated! I've comprehensively refreshed the clarifai/cli/README.md file to reflect all the latest CLI capabilities. The CLI README now includes detailed documentation for model operations, pipeline management, local development toolkits (vLLM, Hugging Face, LMStudio, Ollama), compute orchestration features, and matches the quality and completeness of the main README. (commit: e4a8bf8)

Copilot finished work on behalf of srikanthbachala20 October 9, 2025 08:53
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