Mistral + Haystack: build RAG pipelines that rock ๐ค
๐ mistral-haystack collection
Mistral + Haystack Collection: build RAG pipelines that rock ๐คCollection of notebooks and resources to build Retrieval Augmented Generation pipelines using: - Mistral models ๐ค - Haystack LLM orchestration framework ๐๏ธ.
๐ป For other great Haystack Notebooks, check out the ๐ฉ๐ปโ๐ณ Haystack Cookbook
๐ Notebooks
| Model | Haystack version | Link | Details | Author | |--------------------------|----------------------|----------|---------------------------------------------------------|------------| | Mistral-7B-Instruct-v0.1 | 1.x | ๐ธ Notebook | RAG on a collection of Rock music resources, using the free Hugging Face Inference API | @anakin87 | | Mixtral-8x7B-Instruct-v0.1 | 1.x | ๐๐ Notebook | RAG on a PDF File, using the free Hugging Face Inference API (using the free Hugging Face Inference API) | @AlessandroDiLauro | | Mixtral-8x7B-Instruct-v0.1 | 1.x | ๐ Notebook
๐๐ Blog post | RAG from CSV, Product description analysis | @AlessandroDiLauro | | Mixtral-8x7B-Instruct-v0.1 | 2.x | ๐ธ๏ธ๐ฌ Notebook | RAG on the Web, using the free Hugging Face Inference API | @TuanaCelik | | Zephyr-7B Beta | 2.x | ๐ช Article and notebook | Article on how make this great model (fine-tuned from Mistral) run locally on Colab | @TuanaCelik @anakin87 | | Mixtral-8x7B-Instruct-v0.1 | 2.x | ๐ฉบ๐ฌ Article and notebook | Healthcare chatbot with Mixtral, Haystack, and PubMed | @annthurium | | | Mixtral-8x7B-Instruct-v0.1 | 2.x | ๐ฎ๐น๐ฌ๐ง๐ง Notebook | Multilingual RAG from a podcast | @anakin87 | | | Mixtral-8x7B-Instruct-v0.1 | 2.x | ๐ฐ Notebook | Building a Hacker News Top Stories TL;DR | @TuanaCelik | |
