There are 1 repository under haystack topic.
OpenTelemetry Instrumentation for AI Observability
Here you can find all the Tutorials for Haystack ๐
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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.
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack
Fully working applications that demonstrate how to use Haystack to implement various use cases
:card_index: Configurable indexing and other extras for Haystack (with ElasticSearch biases)
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
Mistral + Haystack: build RAG pipelines that rock ๐ค
Haystack/OpenAI based chatbot curating a custom knowledgebase
Kuberbetes mutating webhook that injects a sidecar container to a pod
Generates a quiz from a URL. You can play the quiz, or let the LLM play it.
Distributed KV Storage System based on Raft and RocksDB, can be use to store small files, like images.
Convert tracing data between Zipkin and Haystack formats
๐ฆ An NLP application just for the lols: built with Haystack to get an overview of what a user is posting about on Twitter
Context-Based-Question-Answering
View and debug the data in your Haystack search indexes, from within the Django admin.
๐ Use NVIDIA NIMs with Haystack pipelines
Fact checking baseline combining dense retrieval and textual entailment
Project-Haystack Java Reference Implementation
๐ Template Haystack Search Application with Streamlit
A distributed object file system inspired by the paper Beaver which was published by Facebook Inc. at 2010.
Repository with docker-compose files to start Haystack components in sandbox
Measuring RAG solutions throughput and latency
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.
Query, ask and chat with a document-index via transformer models!
๐ Unstructured Data Connectors for Haystack 2.0
Using Llama2 with Haystack, the NLP/LLM framework.
๐ค A GitHub bot that summarizes your actions throughout a day and lists all your achievements. Built with Haystack and OpenAI
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.