Deepset AI Development Framework and Platform

Key Features

• Haystack Open-Source Framework

  A Python-based framework providing building blocks to compose modular AI pipelines.

• Custom AI Agents

  Supports the creation of agents that reason, plan, and execute multi-step workflows using specific tools and data.

• Retrieval Augmented Generation (RAG)

  Helps ground LLM responses in enterprise knowledge through indexing and hybrid retrieval.

• Visual Pipeline Builder

  Included in the Enterprise Platform to help teams visually design and test AI pipelines.

• Text-to-SQL Translation

  Translates natural language queries into validated SQL for querying structured databases.

• Intelligent Document Processing (IDP)

  Uses OCR and layout understanding to extract information from complex documents.

• Flexible Deployment

  Supports deployment across cloud, VPC, or on-premise environments.

Use Cases

• Custom AI Agent Workflows

  Building multi-step agents that use business logic and tools to complete complex tasks.

• Enterprise Knowledge Retrieval

  Creating RAG pipelines to provide answers based on internal company documents.

• Natural Language Data Querying

  Converting plain-English questions into SQL queries to access structured database information.

• Automated Document Analysis

  Using multimodal pipelines to extract and structure data from PDFs, images, and scanned files.

Integrations

• Langfuse
• Weights & Biases Weave

FAQ

What is the difference between the Haystack framework and the Enterprise Platform?

Haystack is the open-source Python framework used for building AI pipelines. The Enterprise Platform adds managed infrastructure, a visual pipeline builder, and production-grade monitoring.

Who is Deepset's software designed for?

It is designed for AI engineers, data scientists, and software developers who need to build scalable and customizable AI solutions.

Can Deepset be deployed on-premise?

Yes, the Haystack Enterprise Platform supports deployment in the cloud, VPC, or on-premise to support data sovereignty.

Is there a way to try the Enterprise Platform for free?

Deepset offers a free single-user trial of the Haystack Enterprise Platform for building, testing, and prototyping AI pipelines.