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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with haystack

A curated list of projects in awesome lists tagged with haystack .

https://github.com/deepset-ai/haystack-tutorials

Here you can find all the Tutorials for Haystack 📓

generative-qa haystack llm nlp semantic-search text-generation tutorials

Last synced: 08 Apr 2025

https://github.com/deepset-ai/haystack-core-integrations

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack

ai haystack llm mlops nlp

Last synced: 14 May 2025

https://github.com/bennylope/elasticstack

:card_index: Configurable indexing and other extras for Haystack (with ElasticSearch biases)

django elasticsearch haystack python

Last synced: 08 Apr 2025

https://github.com/deepset-ai/haystack-demos

Fully working applications that demonstrate how to use Haystack to implement various use cases

demo-app haystack haystack-ai llms nlp python question-answering rest-api semantic-search

Last synced: 05 Apr 2025

https://github.com/anakin87/mistral-haystack

Mistral + Haystack: build RAG pipelines that rock 🤘

haystack large-language-models llm rag retrieval-augmented-generation

Last synced: 14 Apr 2025

https://github.com/ExpediaGroup/kubernetes-sidecar-injector

Kuberbetes mutating webhook that injects a sidecar container to a pod

golang haystack kubernetes mutating-webhook oss-portal-listed

Last synced: 30 Apr 2025

https://github.com/anakin87/autoquizzer

Generates a quiz from a URL. You can play the quiz, or let the LLM play it.

groq haystack large-language-models llama3 llm

Last synced: 25 Oct 2025

https://github.com/tuanacelik/should-i-follow

🦄 An NLP application just for the lols: built with Haystack to get an overview of what a user is posting about on Twitter

haystack llm nlp twitter

Last synced: 02 Sep 2025

https://github.com/kezabelle/django-haystackbrowser

View and debug the data in your Haystack search indexes, from within the Django admin.

django django-admin haystack python

Last synced: 21 Mar 2025

https://github.com/deepset-ai/rag-with-nvidia-nims

🚀 Use NVIDIA NIMs with Haystack pipelines

ai deployment haystack llm

Last synced: 07 Apr 2025

https://github.com/deepset-ai/haystack-search-pipeline-streamlit

🚀 Template Haystack Search Application with Streamlit

haystack nlp python streamlit

Last synced: 06 Jul 2025

https://github.com/deepset-ai/hayhooks

Deploy Haystack pipelines behind a REST Api.

ai api-rest haystack llm

Last synced: 07 Apr 2025

https://github.com/expediadotcom/haystack-docker

Repository with docker-compose files to start Haystack components in sandbox

distributed-tracing docker docker-compose haystack opentracing zipkin

Last synced: 11 Apr 2025

https://github.com/anakin87/llama2-haystack

Using Llama2 with Haystack, the NLP/LLM framework.

haystack large-language-models llama llm nlp

Last synced: 20 Aug 2025

https://github.com/tuanacelik/unstructuredio-haystack

💙 Unstructured Data Connectors for Haystack 2.0

haystack llm nlp python unstructured-data

Last synced: 06 May 2025

https://github.com/Mouez-Yazidi/WhisperMesh

WhisperMesh is an advanced chatbot that integrates voice and text interactions, delivering personalized responses through LLM models and a sophisticated vector database. Leveraging the RAG framework from Haystack, it ensures engaging, data-driven conversations that adapt to your preferred style.

agent chatbot generative-ai haystack haystack-pipeline rag speach-to-text text-to-speech voice-assistant

Last synced: 07 May 2025

https://github.com/arzelaascoii/haystack-github-bot

🤖 A GitHub bot that summarizes your actions throughout a day and lists all your achievements. Built with Haystack and OpenAI

haystack llm python

Last synced: 07 Apr 2025

https://github.com/deepset-ai/haystack-sagemaker

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

aws haystack llm nlp opensearch sagemaker

Last synced: 23 Jul 2025

https://github.com/vblagoje/openapi-service-client

Enables LLM integration with OpenAPI-defined services through function-calling JSON

anthropic cohere haystack llm openapi openapi-spec openapi-specification

Last synced: 15 Aug 2025

https://github.com/anakin87/who-killed-laura-palmer

Simple Question Answering system, based on data crawled from Twin Peaks Wiki. It is built using 🔍 Haystack, an awesome open-source framework for building search systems that work intelligently over large document collections.

haystack information-retrieval natural-language-processing neural-search nlp python question-answering semantic-search space streamlit streamlit-webapp transformers

Last synced: 21 Jul 2025

https://github.com/justwheel/django-rit-grasa

Django web application used by Greater Rochester After-School Alliance (GRASA) to improve access to after-school programs for youth in Monroe County, NY

django django-application django2 educators grasa haystack monroe-county mysql nonprofit python python3 rochester rochester-institute-of-technology school-programs senior-project university whoosh

Last synced: 14 Aug 2025

https://github.com/jwflory/django-rit-grasa

Django web application used by Greater Rochester After-School Alliance (GRASA) to improve access to after-school programs for youth in Monroe County, NY

django django-application django2 educators grasa haystack monroe-county mysql nonprofit python python3 rochester rochester-institute-of-technology school-programs senior-project university whoosh

Last synced: 22 Mar 2025

https://github.com/dtaivpp/opensearch-haystack-demo

This is a short demo of using Haystack with OpenSearch as a context store.

demo haystack llm opensearch

Last synced: 26 Apr 2025

https://github.com/tuanacelik/what-would-mother-say

💁‍♀️ A Tweet creation Agent that fetches usernames last k tweets and generates a tweet about the requested topic

agent haystack llm nlp opensource

Last synced: 24 Mar 2025

https://github.com/awinml/voyage-embedders-haystack

Custom components for Haystack for creating embeddings and reranking documents using the VoyageAI Models.

embeddings haystack voyageai

Last synced: 30 Dec 2025

https://github.com/anakin87/try-agents-haystack

Trying the Agents 🕵️ --> new feature introduced in Haystack 1.15.0 to make Large Language Models resolve complex queries and tasks

generative-ai haystack language-model large-language-models natural-language-processing nlp

Last synced: 12 May 2025

https://github.com/gurpreetkaurjethra/youtube-video-transcribe-summarizer-llm-app

YouTube Video Summarization App built using open source LLM and Framework like Llama 2, Haystack, Whisper, and Streamlit. This app smoothly runs on CPU as Llama 2 model is in GGUF format loaded through Llama.cpp.

generative-ai haystack haystack-ai large-language-models llama2 llamacpp llm streamlit whisper-api

Last synced: 28 Jul 2025

https://github.com/kmcleste/oracle-of-ammon

CLI utility for creating Search APIs

cli fastapi haystack nlp question-answering search typer

Last synced: 25 Jul 2025

https://github.com/awinml/llama-cpp-haystack

Custom component for Haystack (2.x) for running LLMs using the Llama.cpp LLM framework.

haystack llamacpp

Last synced: 25 Jan 2026

https://github.com/expediadotcom/opentracing-spring-haystack-starter

Integration library to enable haystack integration with opentracing-spring-cloud-starter @ https://github.com/opentracing-contrib/java-spring-cloud

blobs distributed-tracing haystack java opentracing spring

Last synced: 11 Apr 2025

https://github.com/machinelearningzuu/mastering-llm-apps

Welcome to Build LLM Apps with LangChain, your gateway to creating powerful applications using Large Language Models (LLMs) powered by LangChain technology.

chatgpt haystack huggingface langchain llamaindex llm openai

Last synced: 06 Oct 2025

https://github.com/edabati/dataframes-haystack

Haystack custom components for your favourite dataframe library.

ai dataframe haystack llm machine-learning nlp pandas polars python

Last synced: 22 Jun 2025

https://github.com/expediadotcom/haystack-istio

Haystack adapter for Istio Service Mesh

distributed-tracing haystack istio telemetry

Last synced: 11 Apr 2025

https://github.com/avnlp/vectordb

Created pipelines for Semantic Search, Metadata Filtering, Hybrid Search, Reranking, and Retrieval-Augmented Generation (RAG) for the TriviaQA, ARC, PopQA, FactScore, and Edgar datasets. These pipelines have been implemented for the Pinecone, Weaviate, Milvus, Qdrant and Chroma vector databases.

haystack langchain llm milvus pinecone vector-database weaviate

Last synced: 11 Apr 2025

https://github.com/hsm207/rasa_haystack

Using haystack and rasa to build an FAQ bot

chatbot conversational-ai haystack rasa

Last synced: 20 Jul 2025

https://github.com/expediadotcom/haystack-opencensus-exporter-java

OpenCensus Haystack Trace Exporter is an Opencensus exporter that exports data to Haystack.

distributed-tracing haystack java opencensus

Last synced: 05 Oct 2025

https://github.com/westurner/djangotestapp

A minimal Django application with full test coverage, REST API with DRF, search with Haystack and ElasticSearch, and #hashtags

celery django django-rest-framework elasticsearch haystack rest-api

Last synced: 22 Nov 2025

https://github.com/llukas22/retrieval-augmented-qa

Query, ask and chat with a document-index via transformer models!

chatbot documents haystack huggingface llamacpp openai transformer

Last synced: 25 Oct 2025

https://github.com/vhidvz/question-answering

Q/A microservice powered by a GPT-2 model, expertly fine-tuned for Persian-language contexts

ai fastapi gpt-2 haystack huggingface persian-nlp question-answering

Last synced: 15 Mar 2025

https://github.com/sebhoron/food-chatbot

Personal assistant bot able to find recipes and weather details

haystack python

Last synced: 26 Feb 2025

https://github.com/elkronos/llm_py

Examples of large language model applications using streamlit and Haystack, Hugging Face, and LangChain.

haystack huggingface langchain large-language-models llm python streamlit

Last synced: 17 Mar 2025

https://github.com/d-kleine/advent_of_haystack

Solutions from the Advent of Haystack 2024 event, exploring Haystack framework fundamentals through advanced RAG pipelines and intelligent agents

agentic haystack information-retrieval-system retrieval-augmented-generation vector-database

Last synced: 09 Sep 2025

https://github.com/misiomusic08/semisizer

A Very powerful summarization tool that processes and extracts key insights from content using Llama 2, Haystack, Whisper, and Streamlit. Runs smoothly on CPU with Llama

ai haystack llama2 machinelearning nlp streamlit summarization whisper

Last synced: 12 Sep 2025

https://github.com/tuanacelik/find-the-animal

🦒 A demo with the Haystack MultiModalRetriever to search through images with text

haystack nlp

Last synced: 03 Apr 2025

https://github.com/ankush-chander/cricket-ama

RAG application on cricket using haystack and mistral

haystack llm mistral question-answering rag

Last synced: 22 Feb 2025

https://github.com/rakshit-vasava/hcl-software

A project utilizing Large Language Models (LLMs) to detect software vulnerabilities and recommend contextual fixes.

haystack hugging-face langchain openai-api owasp python

Last synced: 28 Oct 2025

https://github.com/adimisdev/generative-question-answering-with-haystack

Perform advanced Generative Question Answering using the Haystack library in Google Colab. Answer questions using a combination of Dense Passage Retrieval and Seq2Seq Generation, making it perfect for information retrieval tasks.

deep-learning haystack haystack-pipeline machine-learning nlp python

Last synced: 21 Feb 2025

https://github.com/tuanacelik/odsc-haystack

🚀 Live coding session for ODSC

agents ai genai haystack llm

Last synced: 03 Apr 2025

https://github.com/mitchpaulus/axon-vim

Syntax highlighing for the axon programming language in Vim/Neovim

axon haystack neovim skyspark vim

Last synced: 23 Mar 2025

https://github.com/prajwalsrinvas/advent_of_haystack_2024

My solutions for Advent of Haystack 2024 challenges by Deepset.

advent-of-code haystack llm rag

Last synced: 26 Feb 2025

https://github.com/sonus21/minitwitter

MiniTwitter using Django and Redis DB

django django-bootstrap3 haystack redis-db solr

Last synced: 26 Oct 2025

https://github.com/kd2org/apache-sqliteblob

Apache2 SQLite blob module

apache file-storage haystack sqlite

Last synced: 04 Mar 2025

https://github.com/droduit/pictdbm

⚙️ Pictures Database Manager

haystack image-database vips

Last synced: 22 Feb 2025

https://github.com/pooh1649/chatbot-haystack

🤖 Build intelligent chatbots with Haystack, a powerful framework for creating conversational AI applications that understand and engage users effectively.

agent agents ai chatbot hacktoberfest hacktoberfest2023 haystack large-language-models llm machine-learning nlp openai pytorch question-answering speach-to-text summarization text-to-speech transformers

Last synced: 11 Nov 2025

https://github.com/kaylamarietorres/haystack_elasticsearch_ragbot

Internal Knowledge Base Search

elasticsearch haystack

Last synced: 05 Mar 2025

https://github.com/skitsanos/openai-files-api

Manage files on OpenAI via this Flask Microservice

flask flask-api haystack haystack-ai haystack-pipeline openai openai-api

Last synced: 05 Mar 2025

https://github.com/bibek36/summarize-youtube-video-transcribe-using-llm

YouTube Video Summarization App, is a powerful and customizable tool at your disposal, capable of automatically summarizing YouTube videos.

haystack jupyter-notebook llama prompt-engineering python streamlit text-summarization youtube

Last synced: 30 Dec 2025