80d5cc1c3e7c845e75f2853d85384ddc5d534421
Every repo gets one at the root: help, plus test and lint where those exist. The point is that a target name means the same thing in every repo, so an agent or a person can act without reading the repo first. Paths resolve here rather than in callers (D-10). python3 on this host is 3.8 and cannot parse these sources, and a bare pytest or ruff resolves only in a login shell — so both are named explicitly through the venv, and a missing venv fails with the command to fix it rather than a bare no-such-file. Co-Authored-By: Claude <noreply@anthropic.com>
Webber - Multi-Agent AI Development System
A Claude Code-inspired development assistant powered by local LLMs via Ollama.
Features
- 3 Agents - Explore (read-only), Plan (architecture), Task (orchestrator)
- 8 Tools - File read/write/edit, glob, grep, bash, web search
- Conversations - Multi-turn memory with context summarization
- Streaming - Real-time response display
- Self-hosted - Runs on your own hardware with Ollama
Structure
This is a monorepo containing three subprojects:
| Directory | Description |
|---|---|
webber-api/ |
FastAPI backend server with agent orchestration |
webber-cli/ |
Command-line client for interacting with the API |
webber-sandbox/ |
Test project for functional testing |
Additional Directories
| Directory | Description |
|---|---|
sandbox-templates/ |
Reusable project templates for the sandbox |
.gitea/workflows/ |
CI/CD workflows for releases |
Quick Start
1. Start the API Server
cd webber-api
python3.12 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt -r requirements-dev.txt
./wakeup.sh
2. Set Up the CLI
cd webber-cli
python3.12 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
pip install -e .
# Test connection
webber-cli status
3. Explore with Webber
# One-shot exploration
webber-cli explore "find all bugs in the code" -d /path/to/project
# Interactive chat
webber-cli chat -d /path/to/project
Available Tools
| Tool | Description |
|---|---|
read_file |
Read file contents with line numbers |
glob_files |
Find files by pattern |
grep_content |
Search file contents with regex |
bash_readonly |
Safe bash commands (ls, git status, etc.) |
edit_file |
Find-and-replace editing |
write_file |
Create/overwrite files |
bash |
Full bash with safety controls |
web_search |
Search web via SearXNG |
Agents
| Agent | Purpose | Tools |
|---|---|---|
| Explore | Fast codebase navigation, search | Read-only (glob, grep, read, bash_readonly) |
| Plan | Design implementation strategies | Read-only (same as Explore) |
| Task | Autonomous multi-step execution | All tools + spawn_agent |
API Endpoints
# Stateless agent execution
POST /agents/run # Execute agent, get response
POST /agents/stream # Execute with SSE streaming
GET /agents/ # List available agents
# Stateful conversations (multi-turn memory)
POST /conversations/ # Create conversation
GET /conversations/ # List conversations
POST /conversations/{id}/messages # Add message, get agent response
Versioning
This project uses prefixed tags for independent release cycles:
api/v0.4.0- Triggers API Docker build and deploymentcli/v0.1.0- Triggers CLI installer build (future)
Requirements
- Python 3.12+
- Ollama running with
gemma4:e2bmodel - Docker (for production deployment)
- SearXNG (optional, for web search)
Documentation
CLAUDE.md- Agent development guidelines (repo-wide)webber-api/docs/COVERAGE.md- Feature coverage and roadmapwebber-api/docs/architecture.md- System architecturewebber-cli/README.md- CLI usage guide
License
MIT
Releases
5
API Release v1.1.0
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Languages
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97%
Shell
2%
Makefile
0.9%
Dockerfile
0.1%