deepset ORG

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Here you can find all the Tutorials for Haystack 📓

🚀 A list of Haystack Integrations, maintained by the community or deepset.

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack

👩🏻‍🍳 A collection of example notebooks using Haystack

🧪 Experimental features for Haystack

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.

No description.

Easily deploy Haystack pipelines as REST APIs and MCP Tools.

Fully working applications that demonstrate how to use Haystack to implement various use cases

An example of a RAG backend plus UI

No description.

Contents moved to https://github.com/deepset-ai/haystack-home

🚀 Use NVIDIA NIMs with Haystack pipelines

🚀 Template Haystack Search Application with Streamlit

A component orchestration engine

Website for Haystack, the open source LLM framework

A Python SDK to interact with deepset Cloud

🚀 This repo is a showcase of how you can use models deployed on AWS SageMaker in your Haystack Retrieval Augmented Generative AI pipelines

FastAPI router factory for OpenAI-compatible Chat Completion endpoints

A ready-to-use docker-compose with Hayhooks and open-webui

A Redis-based Human-in-the-Loop implementation for Haystack Agents, integrated with Open WebUI for interactive tool approval workflows.

GitHub Issue Resolver Agent with Anthropic Claude 3.7 Sonnet and Haystack

Using Haystack to benchmark different architectures over different datasets

No description.

👾 A Template for Haystack Apps with Streamlit

Repo containing haystack helm charts

An example of a simple UI for a deepset Cloud RAG pipeline using Next.js

No description.

Source text for deepset Cloud pipeline nodes

MCP Server for deepset platform

A template repository that can be used to create and publish custom Haystack components.

An AI-powered travel itinerary planning system that combines Hayhooks (Haystack AI pipeline serving), a sophisticated multi-agent itinerary planning system, and Open-WebUI for an intuitive chat interface.

No description.

JSON Schema for validating Haystack Pipeline YAML files

No description.

No description.

A Collection of BM25 Algorithms in Python

🌱 Sprout an Agent with Haystack & MCP

Leverage the flexibility of Jupyterlab through the power of your NVIDIA GPU to run your code from Tensorflow and Pytorch in collaborative notebooks on the GPU.

No description.

No description.

No description.

No description.

Trigger Hayhooks pipelines from Gmail via n8n

Terraform Provider of SigNoz

A minimal GitHub composite action that sends a Slack notification when a CI job fails

An enterprise-class UI design language and React UI library

No description.

No description.

No description.

The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.

Common ACK runtime and type system

Helm Chart & Documentation for deploying JupyterHub on Kubernetes

Code generator for AWS Controllers for Kubernetes

A template for creating new controller repositories on the github.com/aws-controllers-k8s organization

Testing framework for AWS Controllers for Kubernetes (ACK)

A template repository showing how to build a Github Agent and deploy it on the deepset AI platform

Nix Packages collection

Terraform Spotinst provider.

No description.

Terraform AWS provider

No description.

Custom component (v2) for instituting a threshold score for document retrieval

Spotinst SDK for the Python programming language.

This repository contains setup examples for hosting model inference using NVIDIA triton

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

No description.

No description.

MilvusDocumentStore for Haystack

No description.

Simple Python client to interact with Haystack and Haystack Hub instances to embed search functionality in other applications.

Terraform Cloud Backup