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Description: General Purpose Terminal LLM Tool with Some Debian-Specific Design
Large Language Models (LLMs) are capable of handling tasks that traditional
software could never achieve or even imagine, such as writing/editing code
based on user instruction. DebGPT is a light-weight (depend on as less Python
libraries as possible) terminal tool designed for general daily usage of LLM
in terminal, as well as exploring the possibility of leveraging LLMs to aid
Debian development, in any extent.
.
With DebGPT, you can ask LLM to read a file, summarize a document, answer a
question based on a long context, edit a file, generate a git commit message
for staged files, as long as you can imagine and provide the necessary
information for it.
.
Essentially, the idea of this tool is to gather information that might be
relevant to the user instruction, including some Debian/Linux-specific
knowledge, and combine them together in a prompt to be sent to LLM.
.
The information sources supported by this tool include but are not limited to
files, directories, URLs, PDFs, Debian BTS, Debian buildd, Debian Policy,
system manual pages, tldr manuals, Debian Developer References, command lines,
Google search results, retrieval results (for retrieval-augmented generation),
and more.
.
DebGPT supports various LLM service providers, either commercial or
self-hosted, including OpenAI, Anthropic, Google Gemini, Ollama, LlamaFile,
vLLM, and ZMQ (DebGPT's built-in backend to make it self-contained).
Description: Chatting LLM with Debian-Specific Knowledge
Large language models (LLMs) are newly emerged tools, which are capable of
handling tasks that traditional software could never achieve, such as writing
code based on the specification provided by the user. In this tool, we
attempt to experiment and explore the possibility of leveraging LLMs to aid
Debian development, in any extent.
.
Essentially, the idea of this tool is to gather some pieces of
Debian-specific knowledge, combine them together in a prompt, and then send
them all to the LLM. This tool provides convenient functionality for
automatically retrieving information from BTS, buildd, Debian Policy, system
manual pages, tldr manuals, Debian Developer References, etc. It also provides
convenient wrappers for external tools such as git, where debgpt can
automatically generate the git commit message and commit the changes for you.
.
This tool supports multiple frontends, including OpenAI and ZMQ.
The ZMQ frontend/backend are provided in this tool to make it self-contained.
--- 310772 Thu Jan 1 00:00:00 1970
+++ 302697 Thu Jan 1 00:00:00 1970
@@ -1,26 +1,17 @@
-General Purpose Terminal LLM Tool with Some Debian-Specific Design
- Large Language Models (LLMs) are capable of handling tasks that traditional
- software could never achieve or even imagine, such as writing/editing code
- based on user instruction. DebGPT is a light-weight (depend on as less Python
- libraries as possible) terminal tool designed for general daily usage of LLM
- in terminal, as well as exploring the possibility of leveraging LLMs to aid
+Chatting LLM with Debian-Specific Knowledge
+ Large language models (LLMs) are newly emerged tools, which are capable of
+ handling tasks that traditional software could never achieve, such as writing
+ code based on the specification provided by the user. In this tool, we
+ attempt to experiment and explore the possibility of leveraging LLMs to aid
Debian development, in any extent.
.
- With DebGPT, you can ask LLM to read a file, summarize a document, answer a
- question based on a long context, edit a file, generate a git commit message
- for staged files, as long as you can imagine and provide the necessary
- information for it.
+ Essentially, the idea of this tool is to gather some pieces of
+ Debian-specific knowledge, combine them together in a prompt, and then send
+ them all to the LLM. This tool provides convenient functionality for
+ automatically retrieving information from BTS, buildd, Debian Policy, system
+ manual pages, tldr manuals, Debian Developer References, etc. It also provides
+ convenient wrappers for external tools such as git, where debgpt can
+ automatically generate the git commit message and commit the changes for you.
.
- Essentially, the idea of this tool is to gather information that might be
+ This tool supports multiple frontends, including OpenAI and ZMQ.
- relevant to the user instruction, including some Debian/Linux-specific
+ The ZMQ frontend/backend are provided in this tool to make it self-contained.
- knowledge, and combine them together in a prompt to be sent to LLM.
- .
- The information sources supported by this tool include but are not limited to
- files, directories, URLs, PDFs, Debian BTS, Debian buildd, Debian Policy,
- system manual pages, tldr manuals, Debian Developer References, command lines,
- Google search results, retrieval results (for retrieval-augmented generation),
- and more.
- .
- DebGPT supports various LLM service providers, either commercial or
- self-hosted, including OpenAI, Anthropic, Google Gemini, Ollama, LlamaFile,
- vLLM, and ZMQ (DebGPT's built-in backend to make it self-contained).