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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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**Describe the bug** After setting up the Hatchet engine using Docker Compose, the hatchet-engine service is marked as unhealthy, and I receive a "connection refused" error when attempting to connect...

Hi, I have custom llm and embedding deployment using triton server and also a wrapper around it which is openai compatible. how can i use this in .toml config file....

Hi, I have indexed 4 documents and query it over that index. but one weird thing happening , i am getting the completely new documents in top retrieval results. I...

**Description** When I want to login on the developer dashboard, I receive the following error message: ![Screenshot from 2024-10-03 10-06-50](https://github.com/user-attachments/assets/0fe1aa84-9041-4dad-bc84-5b44be5ecfaa) The login and all other RAG functionalities worked without a...

**Describe the bug** **To Reproduce** ![image](https://github.com/user-attachments/assets/d6b2be8a-7a6d-4ba8-9bd8-716e3f339d63) **Expected behavior** The properties of the user should be displayed **Screenshots** If applicable, add screenshots to help explain your problem. **Desktop (please complete the...

**Describe the bug** Too much colons when the path is provided **To Reproduce** Steps to reproduce the behavior: r2r serve --docker --config-path="my_r2r.toml" **Expected behavior** Shouls read the configuration from the...

Add a Memgraph as the Knowledge graph provider. r2r serve --config-path=/R2R/py/core/configs/memgraph_kg.toml r2r ingest-files aristotle_v2.txt r2r r2r create-graph r2r inspect-knowledge-graph r2r enrich-graph r2r search --query="What were Aristotles key contributions to philosophy?"...

![image](https://github.com/user-attachments/assets/d8b76df1-bef7-4679-89ea-bb217f5d1233) I see when i use question answer it defaults to using openAI even if other config is configured to use only localllm and i see no way to configure...

**Describe the bug** I have ingested 20 files successfully with the workers. Then I am using the command r2r create-graph and all the workers finished with success. However, I am...

**Describe the bug** When I insert a pdf I get the following error: ERROR: unsupported Unicode escape sequence DETAIL: \u0000 cannot be converted to text. JSON data, line 1: ...9098718220",...