Fix various issues

[juntao]

No description provided.

[juntao]

Hello, I am a PR summary agent on flows.network. Here are my reviews of code commits in this PR.

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Overall Summary

Potential Issues and Errors:

• The changes in position fields across multiple _category_.json files (embeddings, multimodal, speech-to-text, text-to-speech, text-to-image) suggest a potential inconsistency or confusion about the new ordering. Ensure that the new order aligns with user expectations and documentation structure.
• Removing sections, like the registration for embedding API server in MCP Server Quick Start, should be verified to ensure it doesn't impact any necessary functionality.

Most Important Findings:

• Documentation Updates: Extensive updates to index.md including corrected links, added new AI models (Gemma-3, Qwen-VL, Llava, GPT-SOVITs, Piper, Stable Diffusion, FLUX), and removed outdated ones. This ensures the documentation is up-to-date.
• Position Adjustments: Multiple _category_.json files had their position fields updated (embeddings, multimodal, speech-to-text, text-to-speech, text-to-image). This likely aims to improve navigation and user experience but should be reviewed for consistency across the entire documentation.
• CLI Command Prioritization: Changed sidebar position of cli.md from 6 to 4, indicating a shift in priority within the documentation hierarchy.
• MCP Server Updates: Updated URLs, filenames, and commands related to MCP servers (gaia-mcp-servers to cardea-mcp-servers, version update). Ensure these updates are compatible with existing systems.
• New Documentation Section: Added extensive instructions for setting up "agentic search" in agentic-search.md. This includes detailed setup steps, database configuration (Qdrant and TiDB), MCP server installation, and testing instructions. This is a significant addition to the documentation.

Recommendations:

1. Verify the consistency of the new order across all affected categories.
2. Ensure that removed sections or commands do not affect existing functionality.
3. Validate that updated URLs and filenames are correct and accessible.
4. Test the newly added "agentic search" setup instructions for accuracy and completeness.

Details

Commit 3689320ba054ed001a72b6b12e5f666ab3fab513

Key Changes:

• Updated links and sections in index.md for various AI model categories.
• Added new models and removed outdated ones from documentation.
• Corrected minor inconsistencies in section titles and descriptions.

Most Important Findings:

• Updated links to reflect the correct paths for LLM, Multimodal, Embeddings, Speech-to-Text, Text-to-Speech, and Text-to-Image sections.
• Added new models like Gemma-3, Qwen-VL, Llava, GPT-SOVITs, Piper, Stable Diffusion, and FLUX.
• Corrected the section title for Embeddings from "➔ Embeddings" to "🔎 Embeddings".

Commit 446d2ea0e514ffee693a622cd20e291be4c627ea

Key Changes:

1. Updated Position Field: Changed the "position" field from 3 to 4 in _category_.json.
2. File Modified: The only file modified is docs/ai-models/embeddings/_category_.json.

This change likely reorders or updates the category's position within a set of documents related to AI models and embeddings.

Commit 366df20a4c58b2d70226141fdfce1bee0f749d01

The key change in this GitHub patch is:

• Changed the "position" field from 5 to 3 in the _category_.json file for the "Multimodal" category under /docs/ai-models/multimodal/.

Commit 04879c585ee770d924dfe8d1beb5bdafc4b268e5

Key Changes:

1. Position Update: Changed the position of "Speech to Text" category from 2 to 5 in _category_.json.
   • Reason: Likely for better organization or prioritization.
2. Minor Documentation Change:
   • Updated docs/ai-models/speech-to-text/_category_.json with a single change.

Impact: This update primarily affects the ordering of categories on the website, potentially improving navigation or user experience based on new requirements or feedback. The change is minimal and localized to one JSON file.

Commit 3f1aa327da715a9e96892626eb4e1fd6f394327a

Key Changes

1. Position Update:

   • The position field in _category_.json has been changed from 4 to 6.

2. File Change:

   • Only one file (docs/ai-models/text-to-speech/_category_.json) was modified with a single line change.
   • One deletion and one insertion were made, affecting the position field.

Summary

• The primary change is the update of the position field in _category_.json, shifting it from 4 to 6. This alteration likely affects the ordering or categorization within the documentation structure for text-to-speech models.

Commit ba099fde2da3773b06aa87b98cfd454d9213f2d5

Key Changes in the Patch

1. Update JSON Property:

   • Changed "position": 4 to "position": 7 within docs/ai-models/text-to-image/_category_.json.

2. Add Newline at End of File:

   • Added a newline at the end of the file, adhering to common formatting standards.

These changes indicate an update in the positioning attribute and ensuring proper file formatting.

Commit 78c4a6966ae894f65d3b4bf584a986ae7685a656

Key Changes:

1. Doc Update - CLI Command Order: Changed the sidebar position of cli.md from 6 to 4 in the documentation, potentially prioritizing it over other topics.

2. Formatting Fix: Added a trailing newline at the end of cli.md.

Commit 3a045ca756309dbfaa674be26fe23ef1b7a22621

Key Changes:

1. Updated position in _category_.json:
   • Changed "position": 3 to "position": 5.
2. Purpose of Change:
   • This likely adjusts the order or placement of a section in the documentation related to MCP servers within Llama Nexus.

Summary:

• The primary change is updating the position value in _category_.json from 3 to 5, which affects the ordering or arrangement of documentation sections for working with MCP servers in Llama Nexus.

Commit 5119e6350df96985755abae098d9f7e205638003

Key Changes Summary

1. Updated MCP Server Download URLs and Filenames:

   • Changed the download link from gaia-mcp-servers to cardea-mcp-servers.
   • Updated the version from 0.6.0 to 0.7.0.

2. Modified Server Execution Command:

   • Replaced ./gaia-weather-mcp-server with ./cardea-weather-mcp-server.

3. Removed Registration for Embedding API Server:

   • Deleted the section that registers an embedding API server for the /embeddings endpoint.

Detailed Changes

• Updated URLs and filenames in the setup instructions to reflect a new MCP server version.
• Removed unnecessary steps related to registering an embedding API server, simplifying the quick-start guide.

Commit 46097603760ab7bc2a905cae85b3a05d2094286c

Summary of Key Changes

1. Image Files Added:

   • Four new image files were added to the docs/llama-nexus/mcp/ directory:
     • agentic-search-add-qa.png
     • agentic-search-kb.png
     • agentic-search-process.png
     • agentic-search-qdrant.png

2. Binary Patches:

   • Each image file is represented by a binary patch, indicating they were added as binary files.

3. File Sizes:

   • The sizes of the images range from approximately 546 KB to 773 KB.

These are the primary changes introduced in this pull request.

Commit 028b23bdc9ee77e7886cd075ccb1fcffd5808109

Key Changes:

1. Major Documentation Addition:

   • Extensive update to agentic-search.md, adding 287 lines and replacing a placeholder line.
   • Introduced detailed steps for setting up and configuring "agentic search" using Qdrant and TiDB databases.

2. Database Setup Instructions:

   • Added guidelines for creating and connecting to Qdrant cloud clusters and TiDB clouds, including API key retrieval.
   • Included SQL commands for database creation in TiDB.

3. Knowledge Base Configuration:

   • Detailed instructions for configuring the knowledge base, embedding service, and LLM service settings.
   • Explained how to add and process QA pairs into the knowledge base.

4. MCP Server Setup:

   • Provided steps for installing and starting the agentic search MCP server on Linux x86 platforms.
   • Included environment variable settings and command examples for running the server with specified parameters.

5. Llama-Nexus Configuration:

   • Detailed instructions for downloading, configuring, and starting llama-nexus.
   • Added steps to register downstream API servers for chat completions and embeddings.

6. Testing Instructions:

   • Included example commands for testing the /chat/completions endpoint via curl.

Overall, this PR significantly expands the documentation by providing comprehensive instructions on setting up "agentic search" using the specified databases and services.