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A modular graph-based Retrieval-Augmented Generation (RAG) system

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Is it possible to use Ollama or any other local LLM for indexing instead of openai ?

Thank you for your great work! I have run the whole process, but it is hard to see the graph clearly. The graph data are stored in the .parquet files,...

Below is the document I test: "In the quaint village of Aeloria, a young girl named Elara discovered an ancient, enchanted locket in her grandmother's attic. When she opened it,...

Bumps [JamesIves/github-pages-deploy-action](https://github.com/jamesives/github-pages-deploy-action) from 4.6.1 to 4.6.3. Release notes Sourced from JamesIves/github-pages-deploy-action's releases. v4.6.3 What's Changed Build 🔧 Consolidated a number of build scripts to make publishing easier. Full Changelog: https://github.com/JamesIves/github-pages-deploy-action/compare/v4...v4.6.3...

dependencies
github_actions

In the documentation, under the local search notebook, https://microsoft.github.io/graphrag/posts/query/notebooks/local_search_nb/ The standard indexing pipeline no longer creates a create_final_covariates.parquet file. Need to set the covariates section of the local search context...

Dear Maintainers, I hope this message finds you well. Due to specific requirements, we need to pass an extra header in the request for LLM. To achieve this, I need...

I got `illegal instruction` error when "from graphrag import index" which from "import lancedb as lancedb". I found the issue: [https://github.com/lancedb/lance/issues/2195](url) Is "lancedb" a necessary one for graphrag? It may...

### Describe the bug I successfully ran the global search, but I encountered an error when running the local search. Error embedding chunk {'OpenAIEmbedding': 'Error code: 400 - {\'error\': "\'input\'...

bug
triage

## Description When indexing, it will take a lot of time and cost since we make a lot of entity extraction. This is original discussion and test result: https://github.com/microsoft/graphrag/discussions/460 ##...

### Describe the bug 11:17:11,575 graphrag.index.run ERROR error running workflow create_final_community_reports Traceback (most recent call last): File "C:\Users\shrnema\AppData\Local\Programs\Python\Python311\Lib\site-packages\graphrag\index\run.py", line 323, in run_pipeline result = await workflow.run(context, callbacks) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\shrnema\AppData\Local\Programs\Python\Python311\Lib\site-packages\datashaper\workflow\workflow.py",...

bug
triage