47 recipes
New
Agents
OpenStreetMap
Agentic Itinerary Planning with OpenStreetMap
New
Agents
MCP
Data Processing
Tabular Data Processing with Prior Labs MCP
🧪 Experimental
New
Agents
Chat
Memory
Using Mem0 Memory Store with Haystack Agents
New
RAG
Web-QA
LinkedIn, Company Intelligence & Lead Enrichment with Haystack, MongoDB Atlas, and Bright Data
New
Agents
Customization
Domain-Aware UI/UX Reviewer Agent: Custom Tools with Retry and Fallback
New
RAG
Agents
Multimodal
Build with Gemma 4 and Haystack
New
Model Serving
Use the ⚡ vLLM inference engine with Haystack
Advanced Retrieval
Customization
Improving PostgreSQL Keyword Search to Avoid Empty Results
Agents
Advanced Retrieval
Metadata
Agent-Powered Retrieval with Haystack
RAG
Calculating a Hallucination Score with the OpenAIChatGenerator
Agents
MCP
Build Browser Agents with Gemini + Playwright MCP
Guardrails
Evaluation
RAG
AI Guardrails: Content Moderation and Safety with Open Language Models
Function Calling
Agents
Build a GitHub PR Creator Agent
Observability
Evaluation
RAG
Trace and Evaluate RAG with Arize Phoenix
Multimodal
Introduction to Multimodal Text Generation
Function Calling
Agents
DevOps Support Agent with Human in the Loop
Advanced Retrieval
RAG
Hybrid RAG Pipeline with Breakpoints
AzureAISearch
Agents
RAG
Building an Interactive Feedback Review Agent with Azure AI Search and Haystack
Metadata
Extracting Metadata with an LLM
Function Calling
Agents
Build a GitHub Issue Resolver Agent
Web-QA
Data Scraping
RAG
RAG: Web Search and Analysis with Apify and Haystack
Async
Running Haystack Pipelines in Asynchronous Environments
Function Calling
Chat
Agents
Create a Swarm of Agents
Agents
Web-Enhanced Self-Reflecting Agent
🧪 Experimental
Evaluation
Evaluating AI with Haystack
Function Calling
Chat
Agents
Newsletter Sending Agent with Tools
Advanced Retrieval
RAG
Metadata
Advanced RAG: Automated Structured Metadata Enrichment
RAG
Agents
Web-QA
Agentic RAG with Llama 3.2 3B
Advanced Retrieval
RAG
Agents
Advanced RAG: Query Decomposition and Reasoning
Advanced Retrieval
RAG
Improving Retrieval with Auto-Merging and Hierarchical Document Retrieval
🧪 Experimental
Advanced Retrieval
RAG
Advanced RAG: Query Expansion
RAG
Web-QA
Crawl Website Content for Question Answering with Apify
Evaluation
RAG Evaluation with Prometheus 2
Customization
Prompting
Prompt Optimization with DSPy
RAG
Model Serving
Haystack RAG Pipeline with Self-Deployed AI models using NVIDIA NIMs
Advanced Retrieval
Metadata
Extract Metadata Filters from a Query
RAG
Advanced Retrieval
Sparse Embedding Retrieval with Qdrant and FastEmbed
RAG
RAG with Llama 3.1
Chat
SQL
Agents
Chat With Your SQL Database
Evaluation
RAG Pipeline Evaluation Using DeepEval
Evaluation
RAG Pipeline Evaluation Using RAGAS
RAG
Advanced Retrieval
RAG Pipeline Using FastEmbed for Embeddings Generation
Advanced Retrieval
RAG
Using Hypothetical Document Embeddings (HyDE) to Improve Retrieval
RAG
PDF-Based Question Answering with Amazon Bedrock and Haystack
Audio
Multilingual RAG
Multilingual RAG on a Podcast
Summarization
Advanced Retrieval
Legal Document Analysis with jina-embeddings-v2-base-en
RAG
Vector Databases