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Guides API and SDK Reference

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Guides

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Guides API and SDK Reference

Getting Started

What's deepset Cloud?
- Feature List
- deepset Cloud and Haystack
What's New
Quick Start Guide
Working in deepset Cloud
Basic Concepts
Third-Party Software

Tutorials

Learn the Basics
Learn More Advanced Features
REST API Tutorials
- Tutorial: Creating a Chat App Through REST API
- Tutorial: Managing Feedback Entries Through REST API

How-To Guides

Working with Your Data
Designing Your Pipeline
Evaluating Your Pipeline
Optimizing Your Pipeline
Testing Your Pipeline
- Test Your Pipeline in Playground
- Set Default Pipeline
Productionizing Your Pipeline
Working with the SDK
Working with Jobs
Managing Access

Concepts

Pipelines
- Pipeline Examples
  - Auto Loan Payment Chatbot
Document Stores
Pipeline Components
Jobs
Data Flow in deepset Cloud
Language Models in deepset Cloud

Learn

Building an AI-Based App
- Components of an AI-Based App
- 5-Step Guide to Building a Successful Prototype
Retrieval Augmented Generation (RAG) Question Answering
Document Search
Prompt Engineering Guidelines
Extractive Question Answering
Language Models
- Large Language Models Overview

Crawlers

These components crawl websites and return their content.

DeepsetFirecrawlWebScraper: Uses the Firecrawl.dev service to scrape content from websites.

Updated about 2 months ago

Open Source
Haystack
Annotation Tool

Resources
Models
Datasets
FARM

Company
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Building a semantic layer for the modern tech stack — driven by the latest NLP and open source.

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