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65 repositories

haystack
Public
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
python nlp machine-learning information-retrieval ai transformers pytorch question-answering summarization language-model
Python
•
Apache License 2.0
•2k•19k•110•15•Updated Jan 17, 2025Jan 17, 2025
haystack-experimental
Public
🧪 Experimental features for Haystack
Python
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Apache License 2.0
•13•30•7•5•Updated Jan 17, 2025Jan 17, 2025
haystack-cookbook
Public
👩🏻‍🍳 A collection of example notebooks
Jupyter Notebook
•79•411•4•6•Updated Jan 17, 2025Jan 17, 2025
haystack-streamlit-app
Public template
👾 A Template for Haystack Apps with Streamlit
demo streamlit haystack-ai
Python
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Apache License 2.0
•0•1•0•0•Updated Jan 17, 2025Jan 17, 2025
haystack-core-integrations
Public
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards
nlp ai haystack mlops llm
Python
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Apache License 2.0
•128•130•61•11•Updated Jan 17, 2025Jan 17, 2025
airbyte
Public
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
Python
•
Other
•4.3k•0•0•0•Updated Jan 17, 2025Jan 17, 2025
dc-custom-component-template
Public template
Python
•20•1•1•1•Updated Jan 16, 2025Jan 16, 2025
haystack-search-pipeline-streamlit
Public template
🚀 Template Haystack Search Application with Streamlit
python nlp haystack streamlit
Python
•10•25•0•0•Updated Jan 16, 2025Jan 16, 2025
hayhooks
Public
Deploy Haystack pipelines behind a REST Api.
ai haystack api-rest llm
Python
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Apache License 2.0
•13•43•15•0•Updated Jan 16, 2025Jan 16, 2025
deepset-cloud-sdk
Public
A Python SDK to interact with deepset Cloud
Python
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Apache License 2.0
•2•9•15•7•Updated Jan 15, 2025Jan 15, 2025
haystack-tutorials
Public
Here you can find all the Tutorials for Haystack 📓
text-generation haystack tutorials semantic-search llm generative-qa nlp
Jupyter Notebook
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Apache License 2.0
•100•297•5•0•Updated Jan 15, 2025Jan 15, 2025
haystack-home
Public
Website for Haystack, the open source LLM framework
blog nlp open-source machine-learning llm
HTML
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Apache License 2.0
•7•14•6•8•Updated Jan 15, 2025Jan 15, 2025
oclc-custom-component
Public
Python
•20•0•0•0•Updated Jan 10, 2025Jan 10, 2025
haystack-integrations
Public
🚀 A list of Haystack Integrations, maintained by the community or deepset.
nlp open-source community machine-learning
86•75•3•4•Updated Jan 8, 2025Jan 8, 2025
haystack-metrics
Public
Python
•
Apache License 2.0
•2•0•0•0•Updated Jan 7, 2025Jan 7, 2025
haystack-rag-agent
Public
Python
•0•0•0•0•Updated Dec 20, 2024Dec 20, 2024
haystack-rag-app
Public
An example of a RAG backend plus UI
python rag llm generative-ai haystack-ai
Python
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Apache License 2.0
•2•16•0•0•Updated Dec 18, 2024Dec 18, 2024
deepset-cloud-github-action-template
Public
2•1•0•0•Updated Dec 16, 2024Dec 16, 2024
haystack-demos
Public
Fully working applications that demonstrate how to use Haystack to implement common NLP use cases
python nlp semantic-search question-answering
Python
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Apache License 2.0
•24•110•7•0•Updated Nov 15, 2024Nov 15, 2024
haystack-json-schema
Public
JSON Schema for validating Haystack Pipeline YAML files
Apache License 2.0
•4•2•0•0•Updated Nov 11, 2024Nov 11, 2024
sales-gpt-custom-component
Public
Python
•20•0•0•0•Updated Nov 5, 2024Nov 5, 2024
haystack-pydoc-tools
Public
Python
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Apache License 2.0
•1•0•0•0•Updated Oct 18, 2024Oct 18, 2024
doc-threshold-custom-component
Public
Custom component (v2) for instituting a threshold score for document retrieval
Python
•20•0•0•0•Updated Oct 1, 2024Oct 1, 2024
nvidia-triton-inference
Public
This repository contains setup examples for hosting model inference using NVIDIA triton
Python
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Apache License 2.0
•2•0•0•1•Updated Oct 1, 2024Oct 1, 2024
spotinst-sdk-python
Public
Spotinst SDK for the Python programming language.
Python
•
Apache License 2.0
•18•0•0•0•Updated Sep 29, 2024Sep 29, 2024
.github
Public
3•0•0•0•Updated Sep 25, 2024Sep 25, 2024
rag-with-nvidia-nims
Public
🚀 Use NVIDIA NIMs with Haystack pipelines
ai deployment haystack llm
Python
•6•30•2•0•Updated Sep 4, 2024Sep 4, 2024
nvidia-nims-rerankers
Public
0•0•0•0•Updated Aug 26, 2024Aug 26, 2024
haystack-evaluation
Public
Using Haystack to benchmark different architectures over different datasets
Jupyter Notebook
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Apache License 2.0
•1•6•1•0•Updated Jul 19, 2024Jul 19, 2024
rag-ui-nextjs
Public
An example of a simple UI for a deepset Cloud RAG pipeline using Next.js
JavaScript
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Apache License 2.0
•1•6•0•0•Updated Jul 16, 2024Jul 16, 2024