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Ollama

Discovered via Open Source Repositories
↗ Emerging Signal

Macro Curiosity Trend

Daily Wikipedia pageviews tracking momentum. Dashed line represents 7-day moving average.

Executive SaaS Synthesis
Positioning: Secure, distinct, and accurate API key management for both local and cloud-based LLM providers, ensuring correct authentication flows.

Qclaw incorrectly writes the `ollama-local` placeholder value into `OPENAI_API_KEY` in the `.env` file, causing 401 errors when users attempt to use OpenAI cloud models. This is a critical configuration management flaw, directly impacting the ability to use OpenAI services. The issue highlights a lack of clear separation between local OpenAI-compatible provider configurations and actual cloud API keys. This bug severely degrades user experience, particularly for new users, and undermines the product's multi-provider utility. Immediate fixes are required for configuration validation, explicit key source display in the UI, and architectural separation of provider credentials to prevent such cross-contamination. This is a high-priority defect impacting core functionality and user trust.

Commercial Validation

No explicit venture capital filings detected for entities directly matching this keyword phrase yet. This may indicate an early-stage, pre-commercial developer trend.

Media Narrative

Dominant Sentiment: Local AI Optimization

Adjacent Technical Concepts

Ollama OPENAI_API_KEY 401 Incorrect API key provided ollama-local ~/.openclaw/.env ~/.openclaw/openclaw.json baseUrl apiKey OpenAI-compatible provider macOS Apple Silicon openai/codex-mini-latest 配置校验

Discovery Context & Origin Evidence

Raw data extracts showing exactly how engineers, founders, and researchers are utilizing the term "Ollama" in the wild.

GitHub Repository

Gitlawb/openclaude

17,287
Stars
6,068
Forks
Open Claude Is Open-source coding-agent CLI for OpenAI, Gemini, DeepSeek, Ollama, Codex, GitHub Models, and 200+ models via OpenAI-compatible APIs....
GitHub Repository

nikmcfly/MiroFish-Offline

1,184
Stars
271
Forks
Offline multi-agent simulation & prediction engine. English fork of MiroFish with Neo4j + Ollama local stack....
GitHub Developer Issue

Qclaw 可能错误地把 Ollama 本地占位值写入 OPENAI_API_KEY，导致 OpenAI 模型 401

open
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5
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... ma-local 排查后发现： 1. 聊天会话实际选中的模型是 `openai/codex-mini-latest` 2. OpenClaw 默认主模型也是 `openai/codex-mini-latest` 3. 但本地配置文件 `~/.openclaw/.env` 中被写入了： OPENAI_API_KEY=ollama-local 同时，在 `~/.openclaw/openclaw.json` 里，本地 Ollama provider 也存在，配置类似： - baseUrl: http://127.0.0.1:11434/v1 - apiKey: ollama-local 我的理解是： - `ollama-local` 作为本地 Ollama/OpenAI-compatible provider 的占位值是合理的 - 但它不应该被写入 `OPENAI_API_KEY` - 一旦用户在 Qclaw 中选择 OpenAI 云模型，请求就会把 `ollama-local` 当成真正的 OpenAI key 发出去，从而导致 401 复现路径： 1. 安装并打开 Qclaw 2. 本机存在 Ollama 本地模型配置 3. 在 Qclaw 中选择 OpenAI 模型（如 `openai/codex-mini-latest`） 4. 发送消息 5. 返回 `401 I...
Top Community Discussions
qiuzhi2046 • Mar 30, 2026
哈哈哈，这个bug是粗心留下的，感谢反馈，写得真详细👍，计划修复了，也欢迎提交PR哦
bingweisi • Mar 31, 2026
作为 Qclaw 的 Windows 贡献者，我也关注到了这个 API key 配置问题。这个 bug 确实很关键，会导致用户在 OpenAI 模型选择时遇到 401 错误。 从技术角度看，这个问题涉及到： 1. **配置文件管理** - Ollama 本地占位值不应污染 OpenAI_API_KEY 2. **Provider 选择逻辑** - 需要明确区分本地 OpenAI-compatible 和远程 Op...
michaelbrinkworth • Mar 31, 2026
Based on this error, this may be tied to a auth condition on openai. Might be worth trying npx ai-doctor. It can fix auth handling by validating api keys and provider auth flow.
bingweisi • Apr 1, 2026
## 丙维斯的分析与处理建议 👋 感谢 @Pali3135 提供的详细问题描述！这个 Bug 确实非常关键，会严重影响新用户的正常使用。 ### 🚨 问题严重性 - **影响范围**: 所有同时配置了本地 Ollama + 选择 OpenAI 云模型的用户 - **用户体验**: 完全无法正常使用 OpenAI 模型 - **新用户影响**: 直接劝退，安装后立即遇到 401 错...
GitHub Developer Issue

[Feature] Ollama / local model LLMAdapter

open
Metric
2
Replies
## Summary Add an LLMAdapter implementation for Ollama, enabling local model support (Qwen, etc.). ## Motivation Many users (especially from r/LocalLLaMA) want to run multi-agent workflows without depending on cloud APIs. The `LLMAdapter` interface only requires two methods (`chat()` and `stream()`), so the implementation cost should be low. ## Proposed Approach - Implement `OllamaAdapter` that calls Ollama's `/api/chat` endpoint - Support tool calling via Ollama's function calling format - Handle streaming via SSE - Allow configuring base URL (default `http://localhost:11434`) ## Accept...

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