• Stars
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    46
  • Rank 613,923 (Top 13 %)
  • Language
    Python
  • Created about 3 years ago
  • Updated over 1 year ago

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Repository Details

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1

haystack

πŸ” LLM 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.
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2

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🏑 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
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3

haystack-cookbook

πŸ‘©πŸ»β€πŸ³ A collection of example notebooks
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362
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4

COVID-QA

API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.
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5

haystack-tutorials

Here you can find all the Tutorials for Haystack πŸ““
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238
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6

prompthub

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7

haystack-demos

Fully working applications that demonstrate how to use Haystack to implement common NLP use cases
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102
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8

haystack-core-integrations

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards
Python
81
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9

haystack-integrations

πŸš€ A list of Haystack Integrations, maintained by the community or deepset.
54
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10

haystack-website

Contents moved to https://github.com/deepset-ai/haystack-home
TypeScript
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11

hayhooks

Deploy Haystack pipelines behind a REST Api.
Python
30
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12

rag-with-nvidia-nims

πŸš€ Use NVIDIA NIMs with Haystack pipelines
Python
28
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13

canals

A component orchestration engine
Python
27
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14

haystack-search-pipeline-streamlit

πŸš€ Template Haystack Search Application with Streamlit
Python
21
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15

haystack-home

Website for Haystack, the open source LLM framework
HTML
13
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16

haystack-sagemaker

πŸš€ This repo is a showcase of how you can use models deployed on AWS SageMaker in your Haystack Retrieval Augmented Generative AI pipelines
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13
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17

haystack-helm

Repo containing haystack helm charts
Smarty
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18

haystack-experimental

Python
8
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19

deepset-cloud-sdk

A Python SDK to interact with deepset Cloud
Python
8
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20

biqa-llm

Python
8
star
21

visualizer-source-text

Source text for deepset Cloud pipeline nodes
5
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22

haystack-evaluation

Using Haystack to benchmark different architectures over different datasets
Jupyter Notebook
5
star
23

haystack-rest-api

Python
5
star
24

document-store

Python
5
star
25

rag-ui-nextjs

An example of a simple UI for a deepset Cloud RAG pipeline using Next.js
JavaScript
4
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26

templates

Usable templates for your work.
3
star
27

prompthub-py

Python
3
star
28

charts

Smarty
1
star
29

haystack-json-schema

JSON Schema for validating Haystack Pipeline YAML files
1
star
30

.github

1
star