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The all-in-one solution for RAG. Build, scale, and deploy state of the art Retrieval-Augmented Generation applications

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Hello everyone, I have just a few questions: Is it possible to use R2R with HuggingFace? Moreover, does R2R work with almost 100k pdfs? Because I tested RAG with several...

I wanted to inquire if you would be interested in adding access to Azure's OpenAI endpoints? Happy to help with this issue if you want!

Hi, I was wondering if it was in scope to embed media?

Gemini, PaLM, Embeddings, Vector Search - https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/gemini - https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text - https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text-embeddings - https://cloud.google.com/vertex-ai/docs/vector-search/overview

I don't see a Chroma integration on the docs https://docs.sciphi.ai/integrations/databases but I see it throughout the codebase. Anything I can do to help?

How exactly can this setup work with Azure OpenAI implementations instead of the default openai. the docs mentions its supported but thats not reflective in the code abse

Hi, I have added the code for `LanceDB` vector store class. supports: - init_collection - upsert/bulk upsert - filtered search ( have added metadata filtering support as well but we...

**Describe the bug** When I use Python3 (Python 3.12.3) as installed by homebrew on my Mac, the `python -m r2r.examples.servers.basic_pipeline --config local_ollama` command errors out with: ``` File "/Users/user/rag2riches/pydantic/main.py", line...