add the rag post

Author: Ali Yazdizadeh

CodeGraphRAG/.env.example

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+AWS_ACCESS_KEY_ID="###"
+AWS_SECRET_ACCESS_KEY="###"
+AWS_SESSION_TOKEN="###"
+AWS_DEFAULT_REGION="us-east-1"
+NEO4J_USERNAME="###"
+NEO4J_PASSWORD="###"
+NEO4J_URL="###"
+BEDROCK_KB_ID="###"

CodeGraphRAG/.gitingnore

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+.env

CodeGraphRAG/CodeGraphRAG.ipynb

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+# Comparing RAG on a Code dataset using Vector Search and KnowledgeGraph Search
+
+Check the companion blog post for more info.
+
+## Usage
+
+```
+uv pip install -r requirements.txt
+```

CodeGraphRAG/README.md

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+[project]
+name = "final"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = []

CodeGraphRAG/pyproject.toml

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+[run]
+omit = requests/packages/*

CodeGraphRAG/requests-main/.coveragerc

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+# You can configure git to automatically use this file with the following config:
+# git config --global blame.ignoreRevsFile .git-blame-ignore-revs
+
+# Add automatic code formatting to Requests
+2a6f290bc09324406708a4d404a88a45d848ddf9

CodeGraphRAG/requests-main/.git-blame-ignore-revs

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+# Treat each other well
+
+Everyone participating in the _requests_ project, and in particular in the issue tracker,
+pull requests, and social media activity, is expected to treat other people with respect
+and more generally to follow the guidelines articulated in the
+[Python Community Code of Conduct](https://www.python.org/psf/codeofconduct/).

CodeGraphRAG/requests-main/.github/CODE_OF_CONDUCT.md

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+# Contribution Guidelines
+
+Before opening any issues or proposing any pull requests, please read
+our [Contributor's Guide](https://requests.readthedocs.io/en/latest/dev/contributing/).
+
+To get the greatest chance of helpful responses, please also observe the
+following additional notes.
+
+## Questions
+
+The GitHub issue tracker is for *bug reports* and *feature requests*. Please do
+not use it to ask questions about how to use Requests. These questions should
+instead be directed to [Stack Overflow](https://stackoverflow.com/). Make sure
+that your question is tagged with the `python-requests` tag when asking it on
+Stack Overflow, to ensure that it is answered promptly and accurately.
+
+## Good Bug Reports
+
+Please be aware of the following things when filing bug reports:
+
+1. Avoid raising duplicate issues. *Please* use the GitHub issue search feature
+   to check whether your bug report or feature request has been mentioned in
+   the past. Duplicate bug reports and feature requests are a huge maintenance
+   burden on the limited resources of the project. If it is clear from your
+   report that you would have struggled to find the original, that's ok, but
+   if searching for a selection of words in your issue title would have found
+   the duplicate then the issue will likely be closed extremely abruptly.
+2. When filing bug reports about exceptions or tracebacks, please include the
+   *complete* traceback. Partial tracebacks, or just the exception text, are
+   not helpful. Issues that do not contain complete tracebacks may be closed
+   without warning.
+3. Make sure you provide a suitable amount of information to work with. This
+   means you should provide:
+
+   - Guidance on **how to reproduce the issue**. Ideally, this should be a
+     *small* code sample that can be run immediately by the maintainers.
+     Failing that, let us know what you're doing, how often it happens, what
+     environment you're using, etc. Be thorough: it prevents us needing to ask
+     further questions.
+   - Tell us **what you expected to happen**. When we run your example code,
+     what are we expecting to happen? What does "success" look like for your
+     code?
+   - Tell us **what actually happens**. It's not helpful for you to say "it
+     doesn't work" or "it fails". Tell us *how* it fails: do you get an
+     exception? A hang? A non-200 status code? How was the actual result
+     different from your expected result?
+   - Tell us **what version of Requests you're using**, and
+     **how you installed it**. Different versions of Requests behave
+     differently and have different bugs, and some distributors of Requests
+     ship patches on top of the code we supply.
+
+   If you do not provide all of these things, it will take us much longer to
+   fix your problem. If we ask you to clarify these and you never respond, we
+   will close your issue without fixing it.

CodeGraphRAG/requests-main/.github/CONTRIBUTING.md

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+custom: ['https://www.python.org/psf/sponsorship/']