Haystack AI is an **open-source framework** designed to facilitate the development of sophisticated AI applications. By leveraging **Large Language Models (LLMs)** and **vector search**, this framework enables developers to create intelligent systems capable of performing various tasks, including conversational AI and document search with retrieval-augmented generation. The modular architecture and powerful features of Haystack make it particularly useful for building complex AI solutions tailored to specific needs. Haystack AI boasts a variety of features that enhance its capabilities for building intelligent applications. Below is a summary of its primary features: Haystack AI can be applied in various scenarios, showcasing its versatility and capability. Here are some examples of potential use cases: To get started with Haystack AI, you can access the framework through its official GitHub repository. Here, you will find comprehensive documentation, installation guidelines, and examples to help you begin building your AI applications. Additionally, for those interested in commercial support, information about deepset Cloud can be found on the deepset website. Engaging with the community through forums and discussions can also provide valuable insights and resources.Features
Feature
Description
Modular Architecture
Seamless integration of components such as document stores, retrievers, and generators for custom pipelines.
Retrieval-Augmented Generation (RAG)
Enhances generated responses by incorporating relevant information from a document store.
Advanced Pipelines
Highly customizable data flow architecture with options for branching, joining, and cycling through components.
Multimodal Support
Ability to handle various content types including text, tables, images, and audio.
Conversational AI
Standardized chat interface for building advanced conversational agents.
Integration and Customization
Seamless integration with popular AI tools and customizable dynamic templates for LLM prompting.
Community and Ecosystem
Growing ecosystem of community integrations and custom components for various application layers.
Commercial Support
Offers enterprise-grade support via deepset Cloud for streamlined application development.
Use cases
How to get started
Pricing details for Haystack are not available.Pricing Information for Haystack