Overview
Haystack is an advanced open-source AI framework developed by deepset, aimed at facilitating the creation of complex AI applications leveraging large language models (LLMs). This production-ready framework offers a flexible and extensible environment for developers to build sophisticated AI solutions efficiently.
Key Features
- Highly customizable component and pipeline architecture
- Support for multiple LLM providers such as OpenAI and Mistral
- Production-ready deployment using Kubernetes native workflows
- Multimodal AI capabilities spanning text, image, and audio processing
- Standardized interfaces for chat and function calls
- Intuitive drag-and-drop pipeline construction through deepset Studio
- Serialization of pipelines for simplified deployment
Use Cases
- Retrieval-Augmented Generation (RAG)
- Conversational AI
- Content Generation
- Multimodal AI Applications
- Agentic Workflows
- Advanced Question-Answering Systems
Technical Specifications
- Installation: pip install haystack-ai
- Version: 2.0
- Supported Platforms: Cross-platform
- Integration Support: Vector databases, LLM providers
- Deployment Options: Cloud, on-premise, Kubernetes
