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 #### (Sorted by Name)
 
-- [ActionSchema](https://actionschema.com)
-- [Agenta](https://github.com/Agenta-AI/agenta)
-- [AI Test Kitchen](https://aitestkitchen.withgoogle.com)
-- [AnySolve](https://www.anysolve.ai)
-- [AnythingLLM](https://github.com/Mintplex-Labs/anything-llm)
-- [betterprompt](https://github.com/stjordanis/betterprompt)
-- [Chainlit](https://github.com/chainlit/chainlit)
-- [ChatGPT Prompt Generator](https://huggingface.co/spaces/merve/ChatGPT-prompt-generator)
-- [ClickPrompt](https://github.com/prompt-engineering/click-prompt)
-- [DreamStudio](https://beta.dreamstudio.ai)
-- [Dify](https://dify.ai/)
-- [DUST](https://dust.tt)
-- [Dyno](https://trydyno.com)
-- [EmergentMind](https://www.emergentmind.com)
-- [EveryPrompt](https://www.everyprompt.com)
-- [FlowGPT](https://flowgpt.com)
-- [fastRAG](https://github.com/IntelLabs/fastRAG)
-- [Google AI Studio](https://ai.google.dev/)
-- [Guardrails](https://github.com/ShreyaR/guardrails)
-- [Guidance](https://github.com/microsoft/guidance)
-- [GPT Index](https://github.com/jerryjliu/gpt_index)
-- [GPTTools](https://gpttools.com/comparisontool)
-- [hwchase17/adversarial-prompts](https://github.com/hwchase17/adversarial-prompts)
-- [Interactive Composition Explorer](https://github.com/oughtinc/ice)
-- [Knit](https://promptknit.com)
-- [LangBear](https://langbear.runbear.io)
-- [LangChain](https://github.com/hwchase17/langchain)
-- [LangSmith](https://docs.smith.langchain.com)
-- [Lexica](https://lexica.art)
-- [LMFlow](https://github.com/OptimalScale/LMFlow)
-- [LM Studio](https://lmstudio.ai/)
-- [loom](https://github.com/socketteer/loom)
-- [Metaprompt](https://metaprompt.vercel.app/?task=gpt)
-- [ollama](https://github.com/jmorganca/ollama)
-- [OpenAI Playground](https://beta.openai.com/playground)
-- [OpenICL](https://github.com/Shark-NLP/OpenICL)
-- [OpenPrompt](https://github.com/thunlp/OpenPrompt)
-- [OpenPlayground](https://nat.dev/)
-- [OptimusPrompt](https://www.optimusprompt.ai)
-- [Outlines](https://github.com/normal-computing/outlines)
-- [Playground](https://playgroundai.com)
-- [Portkey AI](https://portkey.ai/)
-- [Prodia](https://app.prodia.com/#/)
-- [Prompt Apps](https://chatgpt-prompt-apps.com/)
-- [PromptAppGPT](https://github.com/mleoking/PromptAppGPT)
-- [Prompt Base](https://promptbase.com)
-- [PromptBench](https://github.com/microsoft/promptbench)
-- [Prompt Engine](https://github.com/microsoft/prompt-engine)
-- [prompted.link](https://prompted.link)
-- [Prompter](https://prompter.engineer)
-- [PromptInject](https://github.com/agencyenterprise/PromptInject)
-- [Prompts.ai](https://github.com/sevazhidkov/prompts-ai)
-- [Promptmetheus](https://promptmetheus.com)
-- [PromptPerfect](https://promptperfect.jina.ai/)
-- [Promptly](https://trypromptly.com/)
-- [PromptSource](https://github.com/bigscience-workshop/promptsource)
-- [PromptTools](https://github.com/hegelai/prompttools)
-- [Scale SpellBook](https://scale.com/spellbook)
-- [sharegpt](https://sharegpt.com)
-- [SmartGPT](https://getsmartgpt.com)
-- [ThoughtSource](https://github.com/OpenBioLink/ThoughtSource)
-- [Visual Prompt Builder](https://tools.saxifrage.xyz/prompt)
-- [Wordware](https://www.wordware.ai)
-- [YiVal](https://github.com/YiVal/YiVal)
+| Tool/Library | Description |
+| :----------- | :---------- |
+| [ActionSchema](https://actionschema.com) | Framework for structured description of AI agent actions |
+| [Agenta](https://github.com/Agenta-AI/agenta) | Platform for deploying, testing and monitoring LLM applications |
+| [AI Test Kitchen](https://aitestkitchen.withgoogle.com) | Google's experimental platform for testing AI models |
+| [AnySolve](https://www.anysolve.ai) | Tool for automated task solving using LLMs |
+| [AnythingLLM](https://github.com/Mintplex-Labs/anything-llm) | Personalized LLM chatbot with RAG capabilities |
+| [betterprompt](https://github.com/stjordanis/betterprompt) | Library for prompt optimization and LLM response improvement |
+| [Chainlit](https://github.com/chainlit/chainlit) | Framework for building chat interfaces for LLM applications |
+| [ChatGPT Prompt Generator](https://huggingface.co/spaces/merve/ChatGPT-prompt-generator) | Tool for generating ChatGPT prompts |
+| [ClickPrompt](https://github.com/prompt-engineering/click-prompt) | Visual prompt builder for LLMs |
+| [DreamStudio](https://beta.dreamstudio.ai) | Official interface for Stable Diffusion image generation |
+| [Dify](https://dify.ai/) | Platform for deploying and managing LLM applications |
+| [DUST](https://dust.tt) | Tool for deploying and monitoring LLMs in production |
+| [Dyno](https://trydyno.com) | Platform for creating and managing AI agents |
+| [EmergentMind](https://www.emergentmind.com) | Tool for code analysis and generation using LLMs |
+| [EveryPrompt](https://www.everyprompt.com) | Library for A/B testing prompts |
+| [FlowGPT](https://flowgpt.com) | Community platform for sharing prompts |
+| [fastRAG](https://github.com/IntelLabs/fastRAG) | Optimized framework for RAG applications |
+| [Google AI Studio](https://ai.google.dev/) | Google's tool for working with Gemini and other AI models |
+| [Guardrails](https://github.com/ShreyaR/guardrails) | Library for validating and controlling LLM outputs |
+| [Guidance](https://github.com/microsoft/guidance) | Framework for deterministic control of LLM outputs |
+| [GPT Index](https://github.com/jerryjliu/gpt_index) | Original name for LlamaIndex (data indexing for LLMs) |
+| [GPTTools](https://gpttools.com/comparisontool) | Set of utilities for working with GPT models |
+| [hwchase17/adversarial-prompts](https://github.com/hwchase17/adversarial-prompts) | Collection of adversarial prompts for LLM testing |
+| [Interactive Composition Explorer](https://github.com/oughtinc/ice) | Tool for interactive complex prompt creation |
+| [Knit](https://promptknit.com) | Platform for creating and managing LLM workflows |
+| [LangBear](https://langbear.runbear.io) | Simplified interface for LangChain |
+| [LangChain](https://github.com/hwchase17/langchain) | Framework for building LLM chains with external data |
+| [LangSmith](https://docs.smith.langchain.com) | Debugging and monitoring tool for LLM applications |
+| [Lexica](https://lexica.art) | Search engine for Stable Diffusion prompts/images |
+| [LMFlow](https://github.com/OptimalScale/LMFlow) | Framework for LLM fine-tuning and deployment |
+| [LM Studio](https://lmstudio.ai/) | Desktop app for running LLMs locally |
+| [loom](https://github.com/socketteer/loom) | Tool for recording LLM interactions |
+| [Metaprompt](https://metaprompt.vercel.app/?task=gpt) | Library for creating and managing meta-prompts |
+| [ollama](https://github.com/jmorganca/ollama) | Tool for local LLM execution |
+| [OpenAI Playground](https://beta.openai.com/playground) | Web interface for OpenAI model experimentation |
+| [OpenICL](https://github.com/Shark-NLP/OpenICL) | Framework for in-context learning with LLMs |
+| [OpenPrompt](https://github.com/thunlp/OpenPrompt) | Library for prompt templates and management |
+| [OpenPlayground](https://nat.dev/) | Alternative interface for testing various LLMs |
+| [OptimusPrompt](https://www.optimusprompt.ai) | Tool for prompt optimization |
+| [Outlines](https://github.com/normal-computing/outlines) | Library for controlled text generation |
+| [Playground](https://playgroundai.com) | General term for LLM testing environments |
+| [Portkey AI](https://portkey.ai/) | Platform for LLM request management and analysis |
+| [Prodia](https://app.prodia.com/#/) | API for Stable Diffusion image generation |
+| [Prompt Apps](https://chatgpt-prompt-apps.com/) | Ready-made mini-applications based on prompts |
+| [PromptAppGPT](https://github.com/mleoking/PromptAppGPT) | Framework for GPT-based applications |
+| [Prompt Base](https://promptbase.com) | Marketplace for buying/selling prompts |
+| [PromptBench](https://github.com/microsoft/promptbench) | Library for prompt benchmarking |
+| [Prompt Engine](https://github.com/microsoft/prompt-engine) | Tool for structured prompt generation |
+| [prompted.link](https://prompted.link) | Database of prompts for various tasks |
+| [Prompter](https://prompter.engineer) | Utility for prompt formatting |
+| [PromptInject](https://github.com/agencyenterprise/PromptInject) | Framework for prompt injection testing |
+| [Prompts.ai](https://github.com/sevazhidkov/prompts-ai) | Platform for collaborative prompt work |
+| [Promptmetheus](https://promptmetheus.com) | Tool for prompt effectiveness analysis |
+| [PromptPerfect](https://promptperfect.jina.ai/) | Service for task-specific prompt optimization |
+| [Promptly](https://trypromptly.com/) | Library for rapid LLM prototyping |
+| [PromptSource](https://github.com/bigscience-workshop/promptsource) | Collection of ready-made prompts |
+| [PromptTools](https://github.com/hegelai/prompttools) | Set of prompt testing and debugging tools |
+| [Scale SpellBook](https://scale.com/spellbook) | Platform for prompt engineering projects |
+| [sharegpt](https://sharegpt.com) | Service for sharing ChatGPT conversations |
+| [SmartGPT](https://getsmartgpt.com) | Tool for improving GPT responses via multi-step reasoning |
+| [ThoughtSource](https://github.com/OpenBioLink/ThoughtSource) | Library for analyzing LLM reasoning chains |
+| [Visual Prompt Builder](https://tools.saxifrage.xyz/prompt) | Tool for visual prompt creation (e.g., for image generation) |
+| [Wordware](https://www.wordware.ai) | Platform for creating and managing LLM workflows |
+| [YiVal](https://github.com/YiVal/YiVal) | Tool for LLM output validation and evaluation |