ianalloway/solvent-agent
Offline-first Python AI agent that runs a tiny research business: quotes each job against its own costs, collects via Stripe, fulfils with NVIDIA Nemotron, pays vendors within a spend policy, and declines unprofitable work.
⚡ Executive Summary & Quick Facts
Authoritative Sourcesolvent-agent is solvent-agent is an open-source project written in Python: Offline-first Python AI agent that runs a tiny research business: quotes each job against its own costs, collects via Stripe, fulfils with NVIDIA Nemotron, pays vendors within a spend policy, and declines unprofitable work..
| Repository | ianalloway/solvent-agent ↗ |
|---|---|
| Primary Category | agentic ai |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 109 stars · ⑂ 30 forks · #19,276 globally |
| Maintenance | ● Active (Last commit: Oct 12, 2026) · 2 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/ianalloway/solvent-agent?utm_source=readme_chart)Compact Shields-style badges for your README header. Shows real-time stars and global ranking.
[](https://githubrepo.cloud/repo/ianalloway/solvent-agent?utm_source=readme_badge) [](https://githubrepo.cloud/repo/ianalloway/solvent-agent?utm_source=readme_badge) [](https://githubrepo.cloud/repo/ianalloway/solvent-agent?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#2,572
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
solvent-agent gained 10 stars in the last 30 days, about 1 a day, and now has 109. It is about 1 year old and has averaged roughly 109 stars a year. It ranks #2,572 among Python repositories and #19,276 across all languages on GitHubRepo.
Trending Record
11
DAYS ON TRENDING
#13850
BEST RANK
Oct 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
solvent-agent has maintained a continuous presence across global trending indexes, peaking at #13850. Below is the 30-day activity profile:
💡 Overview
solvent-agent is an open-source project written in Python: Offline-first Python AI agent that runs a tiny research business: quotes each job against its own costs, collects via Stripe, fulfils with NVIDIA Nemotron, pays vendors within a spend policy, and declines unprofitable work.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-ai, ai-agent, ai-agents. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install solvent-agent⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
solvent-agent coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with solvent-agent.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install solvent-agent using your package manager: `pip install solvent-agent`
Initialize your project workspace or configuration file for solvent-agent.
Import solvent-agent into your codebase or invoke it directly from your terminal.
Execute your test suite or run `solvent-agent --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
ianalloway/solvent-agent is currently ranked #19,276 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,202 | Danielxu0208/rsi_eval | Python | ★ 110 | Compare ↗ |
| #19,202 | christos-antono/NPCTalk | Python | ★ 110 | Compare ↗ |
| #19,202 | nace-ai/kapitsa | C++ | ★ 110 | Compare ↗ |
| #19,202 | Animal2404/xeno-executor | C++ | ★ 110 | Compare ↗ |
| #19,202 | ZiyuanDu/deepinfer-unpacked | Python | ★ 110 | Compare ↗ |
| #19,276 | ianalloway/solvent-agent This Project | Python | ★ 109 | |
| #19,276 | telmich/gpm | C | ★ 109 | Compare ↗ |
| #19,276 | sjlombardo/acts_as_network | Ruby | ★ 109 | Compare ↗ |
| #19,276 | robbyrussell/shorturl | Ruby | ★ 109 | Compare ↗ |
| #19,276 | nicksieger/jsonpretty | Go | ★ 109 | Compare ↗ |
| #19,276 | vidageek/mirror | Java | ★ 109 | Compare ↗ |
Frequently Asked Questions
What does solvent-agent do? +
Offline-first Python AI agent that runs a tiny research business: quotes each job against its own costs, collects via Stripe, fulfils with NVIDIA Nemotron, pays vendors within a spend policy, and declines unprofitable work.
What language is solvent-agent written in? +
The primary language is Python. Topics include: agentic-ai, ai-agent, ai-agents, autonomous-agents, cli.
Is solvent-agent actively maintained? +
Yes, the last recorded push was on Oct 12, 2026 with 2 open issues being tracked.
How many stars does solvent-agent have? +
solvent-agent has 109 stars and 30 forks on GitHub.
How does solvent-agent rank among GitHub repositories? +
With 109 stars, ianalloway/solvent-agent is ranked #19,276 globally across all repositories tracked on GitHubRepo and #2,572 among Python projects.
What license is solvent-agent distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
