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CLI REPL for chatting with Algolia Agents.","maintainers":[{"name":"plnech","email":"dev@plnech.fr"}],"readme":"# Algobot CLI\n\nA powerful command-line interface for [Algolia Agent Studio](https://www.algolia.com/products/ai/agent-studio/). Build, test, and deploy AI agents from your terminal with two modes: an interactive Terminal UI (TUI) for development and CLI commands for automation.\n\n```bash\n# Install\nnpm install -g algobot-ai\n\n# Try the demo agent (no setup required)\nalgobot\n> Find wireless headphones under $100\n> What's your return policy?\n\n# Or use CLI commands\nalgobot ask \"What is Agent Studio?\"\nalgobot agents list\nalgobot --profile prod agents publish \n```\n\n## Two Ways to Work\n\n**šŸŽØ Interactive TUI Mode** - Full-screen terminal interface for development\n\n- Real-time streaming responses with token-by-token display\n- Slash commands (`/model`, `/config`, `/temperature`)\n- Visual tool execution with šŸ”Ž server-side and āš” client-side indicators\n- Live context monitoring and auto-compaction\n- Perfect for: Testing agents, debugging, interactive development\n\n**āš” CLI Mode** - Direct commands for scripting and automation\n\n- Manage agents: create, list, patch, delete, publish\n- Profile management across dev/staging/prod environments\n- History search and analytics with `--jq` filtering\n- Perfect for: CI/CD pipelines, bulk operations, scripts\n\n```bash\n# TUI Mode - Interactive development\nalgobot # Launch full TUI\n> /model # Switch models interactively\n> /config # Edit agent in $EDITOR\n> Find wireless headphones under $100\n\n# CLI Mode - Automation and scripting\nalgobot agents list --jq '.[] | .name'\nalgobot --env prod agents publish $AGENT_ID\nalgobot history search \"error\" --limit 10\n```\n\n---\n\n## Table of Contents\n\n- [Documentation & Guides](#-documentation--guides)\n- [Features](#features)\n- [Quick Start](#quick-start)\n- [Commands](#commands)\n - [Slash Commands (TUI)](#slash-commands-interactive-mode)\n - [CLI Commands](#cli-commands)\n- [Advanced Features](#advanced)\n- [API Mapping](#api-mapping)\n- [Security](#security)\n- [Development](#development)\n- [What's New](#whats-new-in-v100)\n- [Learn More](#learn-more)\n\n---\n\n## šŸ“š Documentation & Guides\n\n**New to Algobot CLI?** Start here:\n\n### ā†’ **[Getting Started Guide](docs/guides/getting-started.md)** ā­\n\nGo from installation to a fully working agent with search capabilities. Perfect for first-time users.\n\n### ā†’ **[Browse All Guides](docs/guides/README.md)**\n\n17 comprehensive guides covering everything from basics to advanced topics:\n\n- **[Interactive Testing](docs/guides/interactive-testing.md)** - Master the TUI interface\n- **[Agent Configuration](docs/guides/agent-configuration.md)** - Models, temperature, tools\n- **[Multi-Environment Management](docs/guides/multi-environment-management.md)** - Dev/staging/prod setup\n- **[Debugging Agents](docs/guides/debugging-agents.md)** - Systematic troubleshooting\n- **[Automation & CI/CD](docs/guides/automation-and-cicd.md)** - Pipeline integration\n- **[Automated Testing](docs/guides/automated-testing.md)** - Integration & regression tests with --text\n- **[Security Best Practices](docs/guides/security-best-practices.md)** - Credential protection\n- **[Conversation History](docs/guides/conversation-history.md)** - Search and track conversations\n- **[Tool Usage Analytics](docs/guides/tool-usage-analytics.md)** - Monitor patterns\n- **[...and 8 more](docs/guides/README.md)**\n\n**Quick Reference:**\n\n- **[Slash Commands Reference](docs/guides/slash-commands-reference.md)** - All TUI slash commands\n- **[Keyboard Shortcuts](docs/guides/tui-keyboard-shortcuts.md)** - Complete cheat sheet\n- **[Tools and Providers](docs/guides/tools-and-providers.md)** - Configuration guide\n\n---\n\n## Features\n\nStreaming AI, server-side tools, auto-compaction, GPT-5 parameters.\n\n### **Streaming Completions** (`/1/agents/{id}/completions`)\n\nReal-time token-by-token streaming with SSE, graceful cancellation (Ctrl+C), and abort signal support.\n\n```bash\nalgobot ask \"Find wireless headphones under $200\"\n# Watch responses stream live, cancel anytime\n```\n\n### **Server-Side Tool Execution** (Built-in Tools)\n\nTools like `algolia_search_index` execute on the backend, results stream back.\n\n```bash\n# AI decides to use algolia_search_index automatically\nšŸ”Ž algolia_search_index\n index: instant_search\n query: wireless headphones\n\n[AI synthesizes results into natural language response]\n```\n\n### **Auto-Compaction** (`/1/agents/{id}/compaction`) āš ļø Experimental\n\nWhen context fills, automatically summarize conversation history. Note: May not be available on all environments yet.\n\n```bash\n# Conversation approaching token limit\nšŸ“¦ Compacting 50 messages into summary...\nāœ… Context freed: 45k ā†’ 8k tokens\n```\n\n### **GPT-5 Advanced Parameters**\n\nInteractive controls for reasoning effort and text verbosity.\n\n```bash\n/reasoning high # Deeper chain-of-thought\n/verbosity low # Concise responses\n/temperature 0.7 # Creativity control\n```\n\n### **Agent Lifecycle Management** (`/1/agents/*`)\n\nCreate, list, patch, delete, publish/unpublish. Edit agent config in `$EDITOR`. Watch and auto-apply patch files.\n\n```bash\nalgobot agents list\nalgobot agents create --name \"Support Bot\" --model gpt-4o\nalgobot /config # Edit agent in vim/vscode (like kubectl edit)\nalgobot agents watch patch.json # Live reload: edit file ā†’ auto-patch agent\n```\n\n### **Config-as-Code** (v2.0.0)\n\nVersion-control agent definitions with mustache templates. Deploy repeatable agents across events, teams, or environments.\n\n```bash\n# Scaffold from an existing agent\nalgobot agents scaffold # Generates agent-config.json + PROMPT.md\n\n# Preview what would happen (no network mutations)\nalgobot --dry-run agents create --var event=Spring\n\n# Deploy with template variables\nalgobot agents create --config agent-config.json --var event_name=\"Spring 2026\" --var event_id=\"spring-2026\"\n\n# Update + publish in one step\nalgobot agents update --config agent-config.json --var event_name=\"Summer 2026\" --publish\n```\n\n**Key features:**\n- `--config` auto-detects `agent-config.json` in cwd\n- `--var key=value` resolves `{{key}}` placeholders (JSON-safe for config, raw for instructions)\n- `--dry-run` is a global flag with an API-layer kill switch ā€” mutations are blocked by construction\n- Instructions loaded from `.md` files referenced in config (e.g., `\"instructions\": \"PROMPT.md\"`)\n- CLI flags (`--name`, `--model`) override config file values\n\n### **Provider Management** (`/1/providers/*`)\n\nManage LLM provider credentials, switch providers mid-conversation.\n\n```bash\nalgobot providers create --name openai-prod\nalgobot /provider # Interactive provider switcher\n```\n\n### **Multi-Environment Workflow**\n\nSwitch between dev, staging, prod with profile-based config.\n\n```bash\nalgobot --env dev agents list # Development agents\nalgobot --env prod ask \"hello\" # Production deployment\n```\n\n### **Client-Side Tools** (exec, file_read, web_fetch)\n\nExecute local tools with security confirmations, results sent for synthesis.\n\n```bash\n# AI can read files, execute commands (with permission)\nāš” exec\n command: ls -la\nāœ“ result: [directory listing]\n\n[AI interprets results]\n```\n\n---\n\n## Quick Start\n\n```bash\n# Install\nnpm install -g algobot-ai\n\n# Try the demo agent (no setup required!)\nalgobot\n> Find wireless headphones under $100\n> What's your return policy?\n\n# Ready for your own agent?\nalgobot init # Interactive setup wizard\n```\n\n**Demo agent included:** 60 queries/hour, searches e-commerce products, docs, CIA factbook.\n\n**Next steps:** See the **[Getting Started Guide](docs/guides/getting-started.md)** (15 minutes) for a complete walkthrough.\n\n---\n\n## Commands\n\n### Slash Commands (Interactive Mode)\n\n```bash\n/config # Edit agent config in $EDITOR (name, model, instructions, tools)\n/model # Interactive model selector (provider-aware)\n/provider # Switch LLM provider\n/temperature # Adjust creativity (0.0 ā†’ 2.0)\n/reasoning # Set reasoning effort: minimal|low|medium|high (GPT-5+)\n/verbosity # Set text length: low|medium|high (GPT-5+)\n/compact # Summarize conversation to free context\n/tools # Show agent's available tools\n/context # View token usage and context stats\n/verbose # Toggle HTTP request/response logging\n/search # Fuzzy search conversation history\n/conversations # List recent conversations\n/conversations search # Search conversations by title\n/conversation # Load conversation context (with auto-compaction)\n/reset # Clear conversation context\n/help # Full command list\n```\n\n### CLI Commands\n\n```bash\n# Getting started\nalgobot # Start interactive TUI\nalgobot init # Interactive wizard to create first agent\nalgobot version # Show version\n\n# Agent management\nalgobot agents list\nalgobot agents create --name \"My Bot\" --model gpt-4o\nalgobot agents get \nalgobot agents edit # Edit agent in $EDITOR (CLI version of /config)\nalgobot agents publish \nalgobot agents unpublish \nalgobot agents delete \nalgobot agents export # Export agent config to JSON\nalgobot agents copy --from-env dev --to-env prod\nalgobot agents patch --file config.json\nalgobot agents watch patch.json # Watch file and auto-apply patches on changes\n\n# Config-as-code (v2.0.0)\nalgobot agents scaffold # Generate agent-config.json + PROMPT.md\nalgobot agents create --config agent-config.json --var event=\"Spring 2026\"\nalgobot agents update --config agent-config.json --var event=\"Summer\" --publish\nalgobot --dry-run agents create ... # Preview resolved config (no network mutations)\n\n# Provider management\nalgobot providers list\nalgobot providers create --name openai-prod\nalgobot providers get \nalgobot providers patch --file provider.json\nalgobot providers delete \n\n# Profile management (AWS CLI-style)\nalgobot profiles list\nalgobot profiles add --name dev --env dev\nalgobot profiles show [name] # Show profile details as JSON\nalgobot profiles setdefault prod\nalgobot profiles remove \nalgobot --profile staging ask \"hello\"\n\n# Tool management\nalgobot tools list\nalgobot tools add --tool-file searchtool.json\nalgobot tools remove \n\n# History & search\nalgobot history search \"deployment\"\nalgobot history recent --short # Git-like compact format\nalgobot history stats\nalgobot history interactive # Ctrl+R-style fuzzy search\nalgobot history clear\n\n# Conversation management\nalgobot conversations list # List recent conversations\nalgobot conversations list --short # Git-like compact format\nalgobot conversations get # Get conversation with messages\nalgobot conversations search # Search by title\nalgobot conversations export # Export to JSON file\nalgobot conversations delete # Delete a conversation\n\n# Permissions & security\nalgobot permissions list\nalgobot permissions init # Initialize default config\nalgobot permissions add /safe/directory\nalgobot permissions test --command \"cat /etc/passwd\"\nalgobot permissions logs\n\n# Global flags\nalgobot --env dev agents list # Use specific environment\nalgobot --verbose ask \"hello\" # Show HTTP requests/responses\nalgobot --dry-run agents create ... # Preview without executing\nalgobot --jq '.name' agents list # Pipe JSON through jq\nalgobot --confirm ask \"run tests\" # Skip exec confirmations\n```\n\n---\n\n## Advanced\n\n### Conversation Auto-Compaction āš ļø Experimental\n\nTriggers compaction API at 80% context window. Preserves continuity. Note: May not be available on all environments yet.\n\n### Provider-Aware Model Validation\n\nOnly shows valid models for current provider in `/model` selector.\n\n### Reasoning Model Detection\n\no1, o3, gpt-5: disables temperature, enables reasoning effort controls.\n\n### Tool Call Visualization\n\nServer-side (šŸ”Ž) vs client-side (āš”) with visual hierarchy.\n\n### Verbose Mode\n\nFull HTTP logs with URLs, headers, bodies. Multi-environment debugging.\n\n```bash\n/verbose\n# Now see:\nā”ā”ā” HTTP Request ā”ā”ā”\nPATCH https://conversational-ai-dev.algolia.com/1/agents/abc123\nX-Algolia-Application-Id: MYAPP\nBody: {\"model\": \"gpt-5-nano\"}\nā”ā”ā” HTTP Response ā”ā”ā”\nStatus: 200 OK\n```\n\n\n\n---\n\n## API Mapping\n\n| Feature | Agent Studio API | Implementation |\n| ----------------- | -------------------------------- | -------------------------------------------------------------------------------------- |\n| **Streaming** | SSE with ai-sdk-5 format | Token-by-token display, graceful abort |\n| **Compaction** āš ļø | `/1/agents/{id}/compaction` | Auto-triggered at 80% context (experimental, may not be available on all environments) |\n| **Server Tools** | Tools in agent config | Rich visualization, no synthesis needed |\n| **Client Tools** | Same protocol | Local execution, security confirmations |\n| **GPT-5 Params** | reasoning.effort, text.verbosity | Interactive selectors, cycle shortcuts |\n| **Environments** | Separate dev/staging/prod | Profile system, easy switching |\n| **Agent Editing** | PATCH `/1/agents/{id}` | Unix-style `$EDITOR` integration |\n| **Conversations** | `/1/agents/{id}/conversations` | List, search, load context, delete |\n\n---\n\n## Security\n\n### Encrypted Credentials\n\nAES-256-GCM in `~/.algobot-profiles` (mode `0600`).\n\n### Filesystem Permissions\n\nPrevents tools from accessing restricted directories.\n\n```bash\nalgobot permissions add /safe/directory\nalgobot permissions remove /unsafe/path\n```\n\n### Execution Confirmations\n\n`exec` requires confirmation unless `--confirm` flag.\n\n---\n\n## Development\n\n```bash\ngit clone \ncd demos/algobot-cli\nnpm install\nnpm test # 598 tests\nnpm run lint\nnpm link # Install globally\n```\n\n### Architecture\n\n```\nsrc/\nā”œā”€ā”€ cli.js # Commander entry\nā”œā”€ā”€ tui/ # Ink UI (2400+ lines)\nā”œā”€ā”€ commands/ # Agent/provider/tool commands\nā”œā”€ā”€ ai-communication.js # Streaming with SSE\nā”œā”€ā”€ compact-api.js # Auto-compaction\nā”œā”€ā”€ agent-api.js # REST client (with dry-run kill switch)\nā”œā”€ā”€ template.js # Mustache template engine for config-as-code\nā”œā”€ā”€ profile-store.js # Multi-profile management\nā””ā”€ā”€ history/ # JSONL + fuzzy search\n```\n\n---\n\n## Learn More\n\n- [Agent Studio Docs](https://www.algolia.com/doc/guides/algolia-ai-search/agent-studio/)\n- API: `/1/agents/{id}/completions`, `/1/agents/{id}/compaction`, `/1/providers`\n\n---\n\n## What's New in v1.0.0\n\n**Complete TUI Rewrite**\n\n- Ink-based terminal UI (2400+ lines)\n- Custom input system with full keyboard support\n- Multiline editing with vim-like navigation (Ctrl+A/E, Alt+D, etc.)\n- Enter to send, Shift+Enter for newlines\n\n**Interactive UI**\n\n- `/model` - Provider-aware model selector with arrow key navigation\n- `/temperature` - Labeled preset selector (Precise/Balanced/Creative)\n- `/reasoning` - Effort selector for o1/o3/gpt-5 models (minimal/low/medium/high)\n- `/verbosity` - Text length control for GPT-5+ (low/medium/high)\n- Slash command autocomplete with vertical dropdown\n- Interactive search navigator with tool parameter hints\n- Modal system for selectors and confirmations\n\n**Configuration Management**\n\n- `/config` - Edit agent in $EDITOR (vim/vscode) with change detection and diff display\n- Unix-style workflow (like `kubectl edit`, `git config --edit`)\n- Auto-validation on save with retry prompts\n\n**Tool System**\n\n- Fixed server-side tool synthesis bug (no more \"No tool output found\")\n- Tool display: input ā†’ tool calls ā†’ results ā†’ response (chronological flow)\n- Autocomplete with parameter hints\n- Visual distinction: šŸ”Ž server-side, āš” client-side\n\n**History & Search**\n\n- Persistent command history across sessions\n- Interactive search with Ctrl+R-style fuzzy finder\n- Git-like compact format (`history recent --short`)\n- `--jq` flag for JSON filtering\n\n**Compaction** āš ļø Experimental\n\n- `/compact` - Manual conversation summarization (may not be available on all environments)\n- `/context` - Token usage and context stats\n- Auto-compaction at 80% context window\n\n**Verbose Mode**\n\n- Full HTTP request/response logging with visual separators\n- Shows URLs, headers, request bodies for all API calls\n- Essential for multi-environment debugging\n\n**Other**\n\n- Rainbow chase thinking animation\n- Message/tool counters in status bar\n- Visual context display with timezone\n- Shortcuts reveal UI (`?` for help)\n- Exit fix: double Ctrl+C now cleanly returns to shell\n\n**Foundation (v0.6-v0.7)**\n\n- Multi-profile system (AWS CLI-style)\n- Multi-environment support (local/dev/staging/prod)\n- Provider management with secure credential storage\n\n---\n\n## What's New in v1.2.0\n\n**Conversation Management**\n\n- `algobot conversations list` - List, search, export, delete conversations\n- `/conversations` - Browse recent conversations in TUI\n- `/conversation ` - Load previous conversation into current context with auto-compaction\n- Transparent compression: see original vs. summarized token counts\n\n---\n\n## What's New in v2.0.0\n\n**Config-as-Code**\n\n- `agents scaffold` ā€” generate `agent-config.json` + `PROMPT.md` from existing agents\n- `agents create --config` ā€” deploy from version-controlled config files\n- `agents update --config` ā€” update with config files, inline JSON, or CLI flags\n- Mustache templates (`{{variable}}`) with `--var key=value` for repeatable deployments\n- `--dry-run` global flag with API-layer kill switch ā€” mutations blocked by construction\n- `--publish` flag on update ā€” update + publish in one step\n- Smart merge: CLI flags override config file values\n- JSON-safe template rendering (quotes/backslashes handled automatically)\n\n**Quality**\n\n- 598 tests passing (up from 488 in v1.0.0)\n- Fixed `--dry-run` parsing (was silently broken ā€” Commander global option conflict)\n- Fixed \"deleteed\" typo in agent delete output\n\n---\n\nBuilt to showcase [Agent Studio](https://www.algolia.com/products/ai/agent-studio/).\n","readmeFilename":"README.md"}