Ingénierie des prompts

  • QueryCraft is a toolkit for designing, debugging, and optimizing AI agent prompts, with evaluation and cost analysis capabilities.
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    What is QueryCraft?
    QueryCraft is a Python-based prompt engineering toolkit designed to streamline the development of AI agents. It enables users to define structured prompts through a modular pipeline, connect seamlessly to multiple LLM APIs, and conduct automated evaluations against custom metrics. With built-in logging of token usage and costs, developers can measure performance, compare prompt variations, and identify inefficiencies. QueryCraft also includes debugging tools to inspect model outputs, visualize workflow steps, and benchmark across different models. Its CLI and SDK interfaces allow integration into CI/CD pipelines, supporting rapid iteration and collaboration. By providing a comprehensive environment for prompt design, testing, and optimization, QueryCraft helps teams deliver more accurate, efficient, and cost-effective AI agent solutions.
  • Promptr: Save and share AI prompts effortlessly with an intuitive interface.
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    What is Promptr?
    Promptr is an advanced AI prompt repository service designed specifically for prompt engineers. It enables users to save and share prompts seamlessly by copying and pasting ChatGPT threads. This tool helps users manage their AI prompts more effectively, enhancing productivity and the quality of prompt outputs. With Promptr, sharing and collaboration become straightforward, as users can easily access saved prompts and utilize them for various AI applications. This service is essential for anyone looking to streamline their prompt engineering process, making it faster and more efficient.
  • sma-begin is a minimal Python framework offering prompt chaining, memory modules, tool integrations, and error handling for AI agents.
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    What is sma-begin?
    sma-begin sets up a streamlined codebase to create AI-driven agents by abstracting common components like input processing, decision logic, and output generation. At its core, it implements an agent loop that queries an LLM, interprets the response, and optionally executes integrated tools, such as HTTP clients, file handlers, or custom scripts. Memory modules allow the agent to recall previous interactions or context, while prompt chaining supports multi-step workflows. Error handling catches API failures or invalid tool outputs. Developers only need to define the prompts, tools, and desired behaviors. With minimal boilerplate, sma-begin accelerates prototyping of chatbots, automation scripts, or domain-specific assistants on any Python-supported platform.
  • Split long prompts into ChatGPT-friendly chunks with Split Prompt for effortless processing.
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    What is Split Prompt?
    Split Prompt is a specialized tool designed to handle long prompts by splitting them into smaller, ChatGPT-compatible chunks. Catering to extensive texts, it precisely divides them using token-counting methods, ensuring minimal segments for optimized processing. This tool simplifies the interaction with ChatGPT, removing the constraints of character limits, thus enabling more seamless and efficient usage of the AI model for detailed and expanded textual inputs.
  • TypeAI Core orchestrates language-model agents, handling prompt management, memory storage, tool executions, and multi-turn conversations.
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    What is TypeAI Core?
    TypeAI Core delivers a comprehensive framework for creating AI-driven agents that leverage large language models. It includes prompt template utilities, conversational memory backed by vector stores, seamless integration of external tools (APIs, databases, code runners), and support for nested or collaborative agents. Developers can define custom functions, manage session states, and orchestrate workflows through an intuitive TypeScript API. By abstracting complex LLM interactions, TypeAI Core accelerates the development of context-aware, multi-turn conversational AI with minimal boilerplate.
  • An AI agent that generates frontend UI code from natural language prompts, supporting React, Vue, and HTML/CSS frameworks.
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    What is UI Code Agent?
    UI Code Agent listens to natural language prompts describing desired user interfaces and generates corresponding frontend code in React, Vue, or plain HTML/CSS. It integrates with OpenAI's API and LangChain for prompt processing, offers a live preview of generated components, and allows style customization. Developers can export code files or copy snippets directly into their projects. The agent runs as a web UI or CLI tool, enabling seamless integration into existing workflows. Its modular architecture supports plugins for additional frameworks and can be extended to incorporate company-specific design systems.
  • A hands-on course teaching developers to build AI agents using LangChain for task automation, document retrieval, and conversational workflows.
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    What is Agents Course by Justinvarghese511?
    Agents Course by Justinvarghese511 is a structured learning program that equips developers with the skills to architect, implement, and deploy AI agents. Through step-by-step tutorials, participants learn to design agent decision flows, integrate external APIs, and manage context and memory. The course includes hands-on code examples, Jupyter notebooks, and practical exercises for building agents that automate data extraction, respond conversationally, and perform multi-step tasks. By the end, learners will have a portfolio of working AI agent projects and best practices for production deployment.
  • AI Prompt Search is a comprehensive search engine for AI-generated prompts.
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    What is AI Prompt Search?
    AI Prompt Search is a robust platform designed to help users explore, create, and enhance AI-generated prompts. Featuring a comprehensive library and advanced search capabilities, it aids users in discovering prompts for a variety of AI models including ChatGPT, Bard, Claude 2, Llama, Midjourney, Dalle, and Stable Diffusion. With AI Prompt Search, you can refine prompt engineering skills, save time, and improve the quality of outputs while reducing API costs.
  • AIExperts.me connects businesses with vetted AI experts and prompt engineers for custom AI projects.
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    What is AiExperts.me?
    AIExperts.me is a platform where businesses can hire vetted AI experts and prompt engineers for their custom AI development projects. Whether you need AI prompt engineering, AI application development, or custom AI chatbots, the platform connects you with professionals who specialize in these areas. By combining human expertise with advanced AI, AIExperts.me aims to provide high-quality, tailored solutions that enhance business operations and improve customer engagement.
  • AIFlow Guru is a low-code AI agent orchestration platform enabling visual creation of autonomous agent workflows integrating LLMs, databases, APIs.
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    What is AIFlow Guru?
    AIFlow Guru is a comprehensive AI agent orchestration platform that empowers developers, data scientists, and business analysts to build autonomous agent workflows using a visual flowchart-like interface. By connecting pre-built components such as prompt templates, LLM connectors (OpenAI, Anthropic, Cohere), retrieval tools, and custom logic blocks, users can compose complex pipelines that automate tasks like data extraction, summarization, classification, and decision support. The platform supports scheduling, parallel execution, error handling, and metrics dashboards for end-to-end visibility and scale. It abstracts away infrastructure details, supporting both cloud and on-prem deployments, ensuring security and compliance. AIFlow Guru accelerates AI adoption in enterprises by reducing development time and unlocking reusable workflows across teams.
  • AIPE is an open-source AI agent framework providing memory management, tool integration, and multi-agent workflow orchestration.
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    What is AIPE?
    AIPE centralizes AI agent orchestration with pluggable modules for memory, planning, tool use, and multi-agent collaboration. Developers can define agent personas, incorporate context via vector stores, and integrate external APIs or databases. The framework offers a built-in web dashboard and CLI for testing prompts, monitoring agent state, and chaining tasks. AIPE supports multiple memory backends like Redis, SQLite, and in-memory stores. Its multi-agent setups allow assigning specialized roles—data extractor, analyst, summarizer—to tackle complex queries collaboratively. By abstracting prompt engineering, API wrappers, and error handling, AIPE speeds up deployment of AI-driven assistants for document QA, customer support and automated workflows.
  • CL4R1T4S is a lightweight Clojure framework to orchestrate AI agents, enabling customizable LLM-driven task automation and chain management.
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    What is CL4R1T4S?
    CL4R1T4S empowers developers to build AI agents by offering core abstractions: Agent, Memory, Tools, and Chain. Agents can use LLMs to process input, call external functions, and maintain context across sessions. Memory modules allow storing conversation history or domain knowledge. Tools can wrap API calls, allowing agents to fetch data or perform actions. Chains define sequential steps for complex tasks like document analysis, data extraction, or iterative querying. The framework handles prompt templates, function calling, and error handling transparently. With CL4R1T4S, teams can prototype chatbots, automations, and decision support systems, leveraging Clojure’s functional paradigm and rich ecosystem.
  • Enables natural language queries on SQL databases using large language models to auto-generate and execute SQL commands.
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    What is DB-conv?
    DB-conv is a lightweight Python library designed to enable conversational AI over SQL databases. After installation, developers configure it with database connection details and LLM provider credentials. DB-conv handles schema introspection, constructs optimized SQL from user prompts, executes queries, and returns results in tables or charts. It supports multiple database engines, caching, query logging, and custom prompt templates. By abstracting prompt engineering and SQL generation, DB-conv simplifies building chatbots, voice assistants, or web interfaces for self-service data exploration.
  • Tool to manage and save all your AI prompts efficiently.
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    What is Prompt Dress?
    Prompt Dress is an innovative browser extension tailored to organize and save your generative AI prompts effortlessly. Whether you're a casual user of AI models or an advanced prompt engineer, this tool simplifies the management and retrieval of various prompts. It supports a multitude of platforms, ensuring that you always have your essential AI prompts at your fingertips. Boost your productivity and streamline your prompting processes with Prompt Dress. Enhance your AI interaction, and never lose track of your prompts again.
  • Collection of pre-built AI agent workflows for Ollama LLM, enabling automated summarization, translation, code generation and other tasks.
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    What is Ollama Workflows?
    Ollama Workflows is an open-source library of configurable AI agent pipelines built on top of the Ollama LLM framework. It offers dozens of ready-made workflows—like summarization, translation, code review, data extraction, email drafting, and more—that can be chained together in YAML or JSON definitions. Users install Ollama, clone the repository, select or customize a workflow, and run it via CLI. All processing happens locally on your machine, preserving data privacy while allowing you to iterate quickly and maintain consistent output across projects.
  • Open-source Python framework enabling developers to build contextual AI agents with memory, tool integration, and LLM orchestration.
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    What is Nestor?
    Nestor offers a modular architecture to assemble AI agents that maintain conversation state, invoke external tools, and customize processing pipelines. Key features include session-based memory stores, a registry for tool functions or plugins, flexible prompt templating, and unified LLM client interfaces. Agents can execute sequential tasks, perform decision branching, and integrate with REST APIs or local scripts. Nestor is framework-agnostic, enabling users to work with OpenAI, Azure, or self-hosted LLM providers.
  • A repository offering code recipes for LangGraph-based LLM agent workflows, including chains, tool integration, and data orchestration.
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    What is LangGraph Cookbook?
    The LangGraph Cookbook provides ready-to-use recipes for constructing sophisticated AI agents by representing workflows as directed graphs. Each node can encapsulate prompts, tool invocations, data connectors, or post-processing steps. Recipes cover tasks such as question answering over documents, summarization, code generation, and multi-tool coordination. Developers can study and adapt these patterns to rapidly prototype custom LLM-powered applications, improving modularity, reusability, and execution transparency.
  • A macOS IDE for GPT prompt engineering with versioning and full-text search.
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    What is Lore?
    Lore is a native macOS IDE tailored for prompt engineering in GPT models. Key features include time travel to revisit past versions, versioning for better management of code, and full-text search to quickly locate important prompt details. Lore aims to simplify and enhance your development workflow by making interactions with GPT models more intuitive and efficient.
  • Social prompt engineering platform for AI developers to refine, share, and deploy prompts.
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    What is Promptblocks?
    PromptBlocks is a pioneering social prompt engineering platform designed for AI developers. It allows users to save, reuse, and refine their prompts, collaborate with other developers, and share their work with the community. This facilitates efficient prompt management and deployment in AI applications. With its user-friendly interface and comprehensive features, PromptBlocks aims to enhance the productivity and creativity of AI developers.
  • MultiChat AI offers pre-built assistants powered by crafted Prompts and suitable LLM integrations.
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    What is MultiChat AI?
    MultiChat AI provides an array of pre-built assistants tailored toward different functions such as coding, personal development, and more. By leveraging finely-tuned prompts alongside the best-suited LLMs, users can experience enhanced productivity, creativity, and efficiency. With easy access to multiple powerful language models within a single platform, MultiChat AI simplifies the process of obtaining assistance, guidance, and automation in diverse domains.
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