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

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

Deploy Haystack pipelines behind a REST Api.

Haxall IoT framework

Haystack 4 Defs

Here you can find all the Tutorials for Haystack 📓

Advanced RAG Pipelines

A Chatbot used to fetch articles from PubMed based on user queries and displays the queries and responses in a user friendly interface built using Streamlit. It fetches the Title, Abstract and Keywords based on user's input and then stores the Question Answer pair in Firebase.

Manage files on OpenAI via this Flask Microservice

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.

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service using Haystack

A Genshin Impact Book Question Answer Project supported by LLM

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

Haystack custom components for your favourite dataframe library.

Code trying out various LLM frameworks and libraries

A simple Django project which uses MySQL as database. It has Signup, Login, Logout functionality. It lets you search for countries, cities, languages from the default mysql dump. Django's user table has been overridden to store user information.

Build a RAG preprocessing pipeline

Ionic integration examples

Custom component for Haystack (2.x) for creating embeddings using the VoyageAI Embedding Models