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Submitted URL: http://haystack.deepset.ai/
Effective URL: https://haystack.deepset.ai/
Submission: On January 13 via api from US — Scanned from DE
Effective URL: https://haystack.deepset.ai/
Submission: On January 13 via api from US — Scanned from DE
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This website stores cookies on your computer. These cookies are used to improve your website experience and provide more personalized services to you, both on this website and through other media. To find out more about the cookies we use, see our Privacy Policy. We won't track your information when you visit our site. But in order to comply with your preferences, we'll have to use just one tiny cookie so that you're not asked to make this choice again. Accept Decline * Overview * What is Haystack? * Get Started * Demo * Roadmap * 2.0-Beta Documentation * 2.0-Beta Tutorials * Integrations * Blog * Community * Resources * PromptHub * deepset Blog * Benchmarks * NLP Resources Get Started * Overview * What is Haystack? * Get Started * Demo * Roadmap * 2.0-Beta Documentation * 2.0-Beta Tutorials * Integrations * Blog * Community * Resources * PromptHub * deepset Blog * Benchmarks * NLP Resources Get Started Complete Advent of Haystack 2023 Challenges 🌲 OPEN-SOURCE LLM FRAMEWORK TO BUILD PRODUCTION-READY APPLICATIONS * Use the latest LLMs: hosted models by OpenAI or Cohere, open-source LLMs, or other pre-trained models * All tooling in one place: preprocessing, pipelines, agents & tools, prompts, evaluation and finetuning * Choose your favorite database: Elasticsearch, OpenSearch, Weaviate, Pinecone, Qdrant, Milvus and more * Scale to millions of documents: use Haystack's proven retrieval architecture Learn more Stars |12.3k PEOPLE IN OUR COMMUNITY WORK FOR ENABLING SEMANTIC SEARCH QUESTION ANSWERING Ask questions in natural language and find granular answers in your documents using the latest QA models with the help of Haystack pipelines. Explore Docs DOCUMENT SEARCH Perform semantic search and retrieve ranked documents according to meaning, not just keywords! Explore Docs LATEST MODELS Make use of and compare latest pre-trained transformer based language models like OpenAI’s GPT-3, BERT, RoBERTa, DPR and more. Explore Docs LATEST MODELS Pick any Transformer model from Hugging Face's Model Hub, experiment, find the one that works. FLEXIBLE DOCUMENT STORE Use Haystack NLP components on top of Elasticsearch, OpenSearch, or plain SQL. VECTOR DATABASES Boost search performance with Pinecone, Milvus, FAISS, or Weaviate vector databases, and dense passage retrieval. SCALABLE Build semantic search and question answering applications that can scale to millions of documents. END-TO-END Building blocks for the entire product development cycle such as file converters, indexing functions, models, labeling tools, domain adaptation modules, and REST API. PIPELINES It's not one-size-fits-all! Combine nodes into flexible and scalable pipelines and launch powerful natural language processing systems. START EXPLORING HAYSTACK! Check on Github * 12.3k Stars * 224 Contributors JOIN OUR COMMUNITY Our community on Discord is for everyone interested in NLP, using Haystack or even just getting started! Join Discord SIGN UP FOR COMMUNITY UPDATES Stay tuned for the latest Haystack community news and events. Submit Thanks! You'll soon receive a confirmation email 📧 By submitting my email, I agree to allow deepset to store and process my personal data. * Community * GitHub Discussions * Discord * Hugging Face * Open NLP Meetup * Resources * Models * Datasets * Company * About * Jobs SIGN UP FOR COMMUNITY UPDATES Submit Thanks! You'll soon receive a confirmation email 📧 By submitting my email, I agree to allow deepset to store and process my personal data. Building products, technology and solutions for LLM-enabled applications. * * * * * * Privacy * Imprint © 2024 deepset GmbH. All rights reserved. word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word word mmMwWLliI0fiflO&1 mmMwWLliI0fiflO&1 mmMwWLliI0fiflO&1 mmMwWLliI0fiflO&1 mmMwWLliI0fiflO&1 mmMwWLliI0fiflO&1 mmMwWLliI0fiflO&1