ggml-org/llama.cpp

llama : add CLI assistant

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#10,688 opened on Dec 6, 2024

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Description

The https://github.com/AnswerDotAI/shell_sage project seems quite fun and useful. GitHub Copilot CLI was also a rather useful utility.

We should build a fully-local alternative leveraging llama-server's advanced context reuse techniques in the same spirit as llama.vim. Speculative decoding should be very effective in this scenario as well. Likely the Qwen 2.5 family would be ideal for this use case.

Contributor guide

Research direction
Explore llama server's context reuse techniques and implement a CLI assistant that leverages them, possibly using speculative decoding with the Qwen 2.5 family.
Tech stack
cppshell
Domain
clibackenddeveloper experience
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
C++GitCommand line basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
45