diff --git a/single-page b/single-page
index 1babc1e6b..62902aee9 100644
--- a/single-page
+++ b/single-page
@@ -26,7 +26,7 @@
 * ⭐ **[sdk.vercel](https://sdk.vercel.ai/)** - GPT-4o / Multiple Chatbots
 * ⭐ **[Morphic](https://www.morphic.sh/)** - GPT-4o Powered Search 
 * ⭐ **[Perplexity](https://www.perplexity.ai/)** - GPT-3.5 Powered Search / [Open Source Models](https://labs.perplexity.ai/)
-* ⭐ **[groq](https://groq.com/)** - LLama 3 and Mixtral Chatbots
+* ⭐ **[groq](https://groq.com/)** - Llama 3 and Mixtral Chatbots
 * ⭐ **[LMSYS Chat](https://chat.lmsys.org/)** - Chat and Compare Multiple Chatbots
 * [LLM Playground](https://llmplayground.net/) - Multiple Chatbots / [Discord](https://discord.com/invite/q55gsH8z5F) / [API](https://api.discord.rocks/)
 * [CoolAGI](https://coolagi.vercel.app/) - GPT-4 Turbo Chatbot / [Note](https://rentry.co/coolaginotice)
@@ -84,7 +84,7 @@
 * ⭐ **[Character AI](https://character.ai/)** - Roleplaying Chatbots / [Extract Params](https://rentry.org/reverseCAI)
 * ⭐ **[Bot Creation Guide](https://wikia.schneedc.com/bot-creation/intro)** - Character Creation Guide
 * ⭐ **[Chub](https://www.chub.ai/)** - Character Cards
-* [LLaMA + SillyTavern](https://rentry.org/llama_v2_sillytavern) - LLaMA + SillyTavern Roleplaying Setup Guide
+* [LlaMA + SillyTavern](https://rentry.org/llama_v2_sillytavern) - LlaMA + SillyTavern Roleplaying Setup Guide
 * [KoboldAI](https://github.com/henk717/KoboldAI) - GUI for Roleplaying Chatbots / [Web App](https://lite.koboldai.net/)
 * [GPT Call](https://gptcall.net/) - Roleplaying Chatbots / [Discord](https://discord.gg/88fQT5Bgfe)
 * [Figgs](https://www.figgs.ai/) - Roleplaying Chatbots
@@ -105,7 +105,7 @@
 
 * 🌐 **[EvalPlus Leaderboard](https://evalplus.github.io/leaderboard.html)** or [BigCode](https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard) - Coding AI Leaderboards
 * 🌐 **[Awesome AI Agents](https://github.com/e2b-dev/awesome-ai-agents)** - Coding / Programming AIs
-* ⭐ **[Pieces](https://pieces.app/) / [Docs](https://docs.pieces.app)** - Multi-LLM Coding AI / GPT4 for Free
+* ⭐ **[Pieces](https://pieces.app/) / [Docs](https://docs.pieces.app)** - Multi-LLM Coding AI / GPT-4 for Free
 * ⭐ **[Literally Anything](https://www.literallyanything.io/)** - Coding AI
 * [Cursor](https://cursor.sh/) - Coding AI
 * [Codeium](https://codeium.com/) - Coding AI
@@ -171,7 +171,7 @@
 
 * ⭐ **[Awesome ChatGPT Prompts](https://prompts.chat/)** - Prompt Directory / [Github](https://github.com/f/awesome-chatgpt-prompts)
 * ⭐ **[BlackFriday GPTs Prompts](https://github.com/friuns2/BlackFriday-GPTs-Prompts)** - Prompt Directory
-* ⭐ **[flowgpt](https://flowgpt.com/)** - Prompt Directory
+* ⭐ **[FlowGPT](https://flowgpt.com/)** - Prompt Directory
 * ⭐ **[Leaked Prompts](https://github.com/linexjlin/GPTs)** - Prompt Directory
 * ⭐ **[Prompt Engineering Guide](https://www.promptingguide.ai)**, [LearnPrompting](https://learnprompting.org/docs/intro), [OpenAI Guide](https://platform.openai.com/docs/guides/prompt-engineering), [Claude Guide](https://docs.anthropic.com/claude/docs/prompt-engineering), [LearningPrompt](https://learningprompt.wiki/) or [Jailbreaking ChatGPT](https://arxiv.org/pdf/2305.13860) - Prompting Guides
 * ⭐ **[quickref](https://quickref.me/chatgpt)** - Prompt Cheatsheets