diff --git a/README.md b/README.md
index 9f9b69cc..d4821e97 100644
--- a/README.md
+++ b/README.md
@@ -141,11 +141,11 @@ _Libraries for building AI applications, LLM integrations, and autonomous agents
 - Orchestration
   - [langchain](https://github.com/langchain-ai/langchain) - A framework for building agents and LLM-powered applications.
   - [langgraph](https://github.com/langchain-ai/langgraph) - Low-level orchestration framework for building stateful, long-running LLM agents.
-  - [crewai](https://github.com/crewAIInc/crewAI) - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
   - [pydantic-ai](https://github.com/pydantic/pydantic-ai) - A Python agent framework for building generative AI applications with structured schemas.
+  - [crewai](https://github.com/crewAIInc/crewAI) - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
 - Vendor Agent SDKs
-  - [openai-agents](https://github.com/openai/openai-agents-python) - OpenAI's framework for building and managing AI agents.
   - [claude-agent-sdk](https://github.com/anthropics/claude-agent-sdk-python) - Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
+  - [openai-agents](https://github.com/openai/openai-agents-python) - OpenAI's framework for building and managing AI agents.
 - Personal Assistants
   - [hermes-agent](https://github.com/nousresearch/hermes-agent) - An adaptive personal AI assistant that grows with you.
   - [AstrBot](https://github.com/AstrBotDevs/AstrBot) - A multi-platform AI assistant that connects LLMs to chat apps like Telegram, Slack, and QQ, extensible with Python plugins.
@@ -164,19 +164,17 @@ _Libraries for building AI applications, LLM integrations, and autonomous agents
   - [vllm](https://github.com/vllm-project/vllm) - A high-throughput and memory-efficient inference and serving engine for LLMs.
   - [mlx-lm](https://github.com/ml-explore/mlx-lm) - Run and fine-tune large language models on Apple Silicon with MLX.
 - LLM Gateways
-  - [LiteLLM](https://github.com/BerriAI/litellm) - Call 100+ LLMs using OpenAI format.
+  - [litellm](https://github.com/BerriAI/litellm) - Call 100+ LLMs using OpenAI format.
 - Image and Video Generation
   - [diffusers](https://github.com/huggingface/diffusers) - A library that provides pre-trained diffusion models for generating and editing images, audio, and video.
 - Fine-tuning
   - [peft](https://github.com/huggingface/peft) - A library for parameter-efficient fine-tuning of large pretrained models.
-  - [unsloth](https://github.com/unslothai/unsloth) - A library for faster LLM fine-tuning and training with reduced memory usage.
+  - [unsloth](https://github.com/unslothai/unsloth) - Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
   - [axolotl](https://github.com/axolotl-ai-cloud/axolotl) - A framework for fine-tuning and post-training large language models.
 - Speech
   - [openai-whisper](https://github.com/openai/whisper) - A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
-  - [funasr](https://github.com/modelscope/FunASR) - Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
-  - [vibevoice](https://github.com/microsoft/VibeVoice) - A family of open-source voice AI models from Microsoft for text-to-speech and long-form speech recognition.
   - [gTTS](https://github.com/pndurette/gTTS) - Python library and CLI tool for converting text to speech using Google Translate TTS.
-  - [kittentts](https://github.com/KittenML/KittenTTS) - Lightweight ONNX text-to-speech library with small CPU-friendly models.
+  - [funasr](https://github.com/modelscope/FunASR) - Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
 
 ### Deep Learning