R2R
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The all-in-one solution for RAG. Build, scale, and deploy state of the art Retrieval-Augmented Generation applications
Hi, wanted to know if there any way to use only specific documents for the context to be used for the pipeline. I have a usecase where my application needs...
How can I use this with say a litellm provider? I see litellm in the code. Can't I just point to text-generation-webui's openai endpoint? ``` import os from litellm import...
**Describe the bug** A clear and concise description of what the bug is. pip install sqlalchemy python r2r/examples/quickstart.py
When returning RAG results, references like [5] or [6c] are used. It is not clear how to convert these to an explicit user-friendly form and the numbers to not seem...
I am trying to install this R2R with Ollama locally and following this document : https://r2r-docs.sciphi.ai/cookbooks/local-rag Could you confirm if this document is up to date and correct because even...
> [!IMPORTANT] > Enhance knowledge graph functionality by adding `entity_table_name` parameter to key functions and updating integration tests accordingly. > > - **Behavior**: > - Add `entity_table_name` parameter to `get_entities()`...
> [!IMPORTANT] > Enhances Docker and PostgreSQL setup, refines testing scripts, and updates configurations for improved performance and reliability. > > - **Docker and PostgreSQL Setup**: > - `.github/actions/setup-docker/action.yml`: Added...
**Describe the bug** I've installed the new full version and my command line r2r is now 3.2.8. My installation is following the full local llm config. the embeddings model and...
Hi, I would like to setup on Mac m1 , but I need to use rancher desktop due to company requirements. I guess there is some difference in the volume...
**Describe the bug** I am working on integrating r2r into my existing Python/Gradio-based app. When I import the R2RClient, I receive the following errors: ``` Exception in thread Thread-4 (run):...