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Project description
The Repo Stargazer
Problem
I have been starring github projects for a long time.
There are two primary intentions behind giving stars -
- Recognize the efforts of the author(s).
- Bookmark the repository for my own use.
Unfortunately the user interface to search the existing starred repositories is very primitive.
Also, it would be nice to have not only Semantic search but also provide the results to LLM to further explore the starred repositories.
I also wanted to explore Google ADK, Google A2A Protocol & MCP. This project makes use of all 3 technologies.
Solution
This project/tool uses semantic search and an AI agent as an attempt to solve the above problems.
Architecture & Implementation Details
[TBD]
Install (User)
Read below to install uv. You haven't done it yet? Come on guys!!
https://docs.astral.sh/uv/getting-started/installation/
and then simply run repo-stargazer using uvx
uvx --from repo-stargazer rsg --help
Usage
The tool requires you to have a configuration file in which various settings are to be specified.
There is an example configuration file rsg-config.example.toml at the root of this repository. The configuration
uses TOML syntax.
You should make a copy of it and perhaps call it rsg-config.toml (The name of the file does not really matter!)
Step 1 - Obtain the Github Personal Access Token
[TBD]
Step 2 - Edit the rsg-config.toml
- You should provide the Github PAT obtained in Step 1
- You should fill the
[embedder]section (Supported provider types are - ollama, openai, azure_openai) - You should fill the
[agent.litellm_params]section
[TBD] - Don't think above instructions are enough! To update and explain in detail the settings
Step 3 - Build the database
uvx --from repo-stargazer rsg build --config rsg-config.toml
Step 4 - Run the agent using adk web & ui
The agent is built using Google ADK and I have done somewhat of a hack to be able run the agent by the built-in fastapi server & user interface. The server & user interface is meant for development needs but for now it is the only UI there is
uvx --from repo-stargazer rsg run-adk-server --config rsg-config.toml
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