Ross ROSS = Recommend OSS · open-source software intelligence for agents

sigoden/aichat

All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more. observed · 2026-08-28

github.com/sigoden/aichat · Rust · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

63/100

  • Activity 69
  • Release rhythm 40
  • Longevity 91
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 24.5
  • age_days: 1280
  • days_rel: 423
  • days_push: 191
  • n_releases_24m: 11

Full methodology

Adoption not part of the score

10396 stars · 736 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

AIChat is an all-in-one command-line LLM client written in Rust that connects to 20+ providers including OpenAI, Claude, Gemini, and Ollama. It offers CMD and REPL chat modes, a shell assistant that converts natural language into shell commands, RAG, AI tools, and agents.

Use cases

  • chat with llms from the terminal
  • generate shell commands from natural language
  • use multiple llm providers with one cli tool
  • chat with local documents using rag
  • interactive chat repl with autocomplete
  • build ai agents with function calling
  • pipe files or stdin into an llm prompt

When to choose

  • you want a single fast CLI to access many LLM providers
  • you need shell command generation tuned to your OS and shell
  • you want RAG, agents, and function calling without writing code
  • you prefer a lightweight Rust binary over Python-based LLM tools

When to avoid

  • you need a full graphical chat application
  • you want to fine-tune or train models locally
  • you need a web-first chat UI as the primary interface

Facets

cli-tool · maturity active

cli chatbot rag agent-framework llm-inference prompt-engineering chat-interface large-language-models developer-tools chatbots cli cross-platform windows rust llm-cli shell-assistant chat-repl multi-provider function-calling ai-tools openai-compatible role-playing ai-agents command-line retrieval-augmented-generation linux macos

2 sources

Member repositories

RepositoryRoleHealth v2
sigoden/aichatmain63

For agents

markdown · JSON · MCP: product_card(name="sigoden/aichat")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem