66 个食谱
New
Agents
Advanced Retrieval
Metadata
Agent-Powered Retrieval with Haystack
New
RAG
Calculating a Hallucination Score with the OpenAIChatGenerator
New
Agents
MCP
Build Browser Agents with Gemini + Playwright MCP
New
Guardrails
Evaluation
RAG
AI Guardrails: Content Moderation and Safety with Open Language Models
New
Multimodal
Introduction to Multimodal Text Generation
Function Calling
Agents
Build with Llama Stack and Haystack Agent
Agents
Breakpoint on Agent in a Pipeline
Function Calling
Agents
Build a GitHub PR Creator Agent
Observability
Evaluation
RAG
Trace and Evaluate RAG with Arize Phoenix
Keyword Extraction
Simple Keyword Extraction using OpenAIChatGenerator
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
Multimodal
Agents
Multimodal Agent with fastRAG and Haystack
🧪 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
Function Calling
Chat
Agents
Define & Run Tools
Advanced Retrieval
RAG
Agents
Advanced RAG: Query Decomposition and Reasoning
Advanced Retrieval
RAG
Improving Retrieval with Auto-Merging and Hierarchical Document Retrieval
Prompting
Data Scraping
Analyze Your Instagram Comments’ Vibe with Apify and Haystack
🧪 Experimental
Chat
RAG
Agents
Conversational RAG using Memory
🧪 Experimental
Advanced Retrieval
RAG
Advanced RAG: Query Expansion
RAG
Web-QA
RAG: Extract and use website content for question answering with Apify-Haystack integration
🧪 Experimental
Function Calling
Invoking APIs with OpenAPITool
Advanced Retrieval
Hybrid Retrieval with BM42
Model Serving
Chat
🧩 Quizzes and Adventures 🏰 with Character Codex and llamafile
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
Audio
Speaker Diarization with AssemblyAI
Customization
Prompting
Advanced Prompt Customization for Anthropic
Function Calling
🐦⬛ Information Extraction with Raven
RAG
Advanced Retrieval
RAG Pipeline Using FastEmbed for Embeddings Generation
Advanced Retrieval
RAG
Using Hypothetical Document Embeddings (HyDE) to Improve Retrieval
Model Serving
RAG
Getting a Daily Digest From Tech Websites
RAG
Build with Gemma and Haystack
Model Serving
Use the ⚡ vLLM inference engine with Haystack
Function Calling
Chat
Agents
Function Calling with OpenAIChatGenerator
RAG
Question Answering with Amazon Sagemaker, Chroma and Haystack
Multilingual RAG
Cohere v3 for Multilingual QA
Discovery
Streaming Model Explorer
RAG
AstraDB 🤝 Haystack Integration
RAG
PDF-Based Question Answering with Amazon Bedrock and Haystack
Advanced Retrieval
Metadata
Improve Retrieval by Embedding Meaningful Metadata
Function Calling
🦍 Information Extraction with Gorilla
Audio
Multilingual RAG
Multilingual RAG on a Podcast
Summarization
Advanced Retrieval
Legal Document Analysis with jina-embeddings-v2-base-en
Function Calling
Multimodal
Function Calling and Multimodal QA with Gemini
RAG
Vector Databases
Chroma Indexing and RAG Examples
Web-QA
Web QA with Mixtral-8x7B-Instruct-v0.1
RAG
Customization
Hacker News Summaries with Custom Components
RAG