version to 0.6.16

[takatost]

✨ What’s New in v0.6.16? ✨

Hey everyone, we’re back with another update, and this one’s packed with some exciting new features, model support, and enhancements. Let’s dive right in!

🚀 Phasing Out N-to-1: Upgrading Multi-path Knowledge Retrieval

Important

We're phasing out the N-to-1 retrieval strategy on September 1, 2024, and introducing a more flexible multi-path retrieval strategy. We recommend switching to this new approach to boost your application's retrieval efficiency.

Learn More: https://dify.ai/blog/dify-ai-blog-n-to-1-knowledge-retrieval-legacy

🧠 Models

Llama3.1 Support

• OpenRouter Provider: Added support for Llama3.1 series models by @sinomoe in feat: support llama3.1 series models for openrouter provider #6595.
• GroqCloud: Llama3.1 series models are now supported by @takatost in feat: add GroqCloud llama3.1 series models support #6596.
• Bedrock: Llama 3.1 support added by @longzhihun in [seanguo] feat: add llama 3.1 support in bedrock #6645.
• NVIDIA: Llama3.1 model support by @sulgweb in feat: nvidia add llama3.1 model #6844.

GPT-4o Mini Support

• Azure GPT-4o Mini: Added support for Azure GPT-4o Mini by @charli117 in Add azure gpt4omini #6862 and @leslie2046 in feat:Azure gpt4o mini #6866.

Other Models

• DeepSeek-Coder-v2: Added in SiliconFlow by @senseb in add deepseek-coder-v2 in siliconflow #6149.
• Novita Model Provider: New model provider added by @jasonhp in Feat/model provider novita #6717.
• Solar Model Provider: Added new provider Solar by @JuHyung-Son in add new provider Solar #6884.
• Hunyuan-Embedding: New model support by @maybemaynot in Add model hunyuan-embedding #6657.
• Xinference TTS: Added support for text-to-speech by @Weaxs in support xinference tts #6746.
• Tool-Call for Hunyuan: Added support for tool-call by @maybemaynot in Add support of tool-call for model provider "hunyuan" #6656.

🛠️ Tools

• AWS Built-in Tools: Added by @ybalbert001 in Add AWS builtin Tools #6721.
• Serper for Google Search: New tool added for Google search by @hwzhuhao in feat: add the tool Serper for Google search. (#6786) #6790.

⚙️ Enhancements

• Python 3.12 Support: Added Python 3.12 support for API Service by @bowenliang123 in dep: support for Python 3.12 #6771.
• Milvus 2.4.x Support: Initial support for Milvus 2.4.x by @bowenliang123 in dep: initial support for Milvus 2.4.x #6084.
• Docker-Compose Certbot Configurations: Added with backward compatibility by @k-brahma in Add docker-compose certbot configurations with backward compatibility #6702.
• Celery Auto-Scale: Added support for Celery auto-scaling by @ZuzooVn in feat: support Celery auto-scale #6249.
• User Session ID Search: Enhanced App Logs search capabilities by @ZhouhaoJiang in Feat/user session id search #6638.

🧹 Cleanups

• Remove TTS (Blocking Call): Removed blocking call for TTS by @ic-xu in Remove tts (blocking call) #6869.