{"id":50873804,"url":"https://github.com/dpausp/llm-fcio","last_synced_at":"2026-06-15T07:34:57.182Z","repository":{"id":360301680,"uuid":"1236560340","full_name":"dpausp/llm-fcio","owner":"dpausp","description":"Flyingcircus AI Platform Plugin for llm (simonw)","archived":false,"fork":false,"pushed_at":"2026-06-06T21:22:42.000Z","size":525,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-06T23:13:13.915Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dpausp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-05-12T11:10:02.000Z","updated_at":"2026-06-06T21:22:46.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/dpausp/llm-fcio","commit_stats":null,"previous_names":["dpausp/llm-fcio"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dpausp/llm-fcio","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dpausp%2Fllm-fcio","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dpausp%2Fllm-fcio/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dpausp%2Fllm-fcio/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dpausp%2Fllm-fcio/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dpausp","download_url":"https://codeload.github.com/dpausp/llm-fcio/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dpausp%2Fllm-fcio/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34353193,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-15T02:00:07.085Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-15T07:34:56.595Z","updated_at":"2026-06-15T07:34:57.176Z","avatar_url":"https://github.com/dpausp.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# llm-fcio\n\nAn [llm](https://llm.datasette.io/) CLI plugin for the [FCIO AI platform](https://ai.rzob.fcio.net/openai/v1) — OpenAI-compatible endpoints on AMD hardware, supporting multiple locations.\n\n## Install\n\n```bash\nllm install llm-fcio\nllm keys set fcio-rzob\n```\n\nOr set the `FCIO_RZOB_API_KEY` environment variable instead of `llm keys set`.\n\n## Quick start\n\n```bash\nllm fcio refresh                  # fetch available models\nllm -m fcio-rzob/gpt-oss-20b \"Explain transformers in 3 sentences\"\n```\n\n## Locations\n\n| Location | API Base | Key name | Env variable |\n|---|---|---|---|\n| `rzob` | `https://ai.rzob.fcio.net/openai/v1` | `fcio-rzob` | `FCIO_RZOB_API_KEY` |\n| `dev` | `https://ai.dev.fcio.net/openai/v1` | `fcio-dev` | `FCIO_DEV_API_KEY` |\n| `whq` | `https://ai.whq.fcio.net/openai/v1` | `fcio-whq` | `FCIO_WHQ_API_KEY` |\n\nSelect a location with `-l`/`--location` (default: `rzob`). Model IDs include the location prefix: `fcio-rzob/...`, `fcio-dev/...`, `fcio-whq/...`.\n\n```bash\nllm fcio -l dev refresh           # refresh models for dev location\n```\n\n## Structured output\n\nModels that support `response_format` (llama-server, vllm) accept JSON schema\nfor structured/typed responses via `llm prompt --schema`:\n\n```bash\nllm prompt --schema 'answer str' --no-stream -m fcio-dev/gpt-oss-20b \"What is 2+2?\"\n# {\"answer\": \"4\"}\n```\n\nCheck if a location's API accepts `response_format` with:\n\n```bash\nllm fcio capabilities     # look for \"Schema output\"\n```\n\nPer-model support depends on the inference backend — not all backends\nimplement `response_format`. Unsupported backends return an API error.\n\n## When not to use this\n\n- You need image or audio generation — the API serves text and embeddings only.\n- You need fine-tuning or training — no training endpoints are exposed.\n- You need built-in rate limit handling — the plugin sends requests directly; rate limit errors surface as raw API errors.\n- You need function calling from the CLI — the model options support it, but there is no CLI interface for tool definitions.\n\n## Python API\n\nAll plugin functions are directly importable — no Click context, no I/O side effects.\n\n```python\nimport llm_fcio as fcio\n\nmodels = fcio.refresh_models()\ncaps = fcio.get_capabilities()\ncount = fcio.ingest_files(\"mydocs\", \"./docs/\", glob=\"*.md\")\nresult = fcio.analyze_code(\"review\", files=[\"src/main.py\"])\n```\n\n→ [Python API Reference](docs/user/python-api.md) for all functions and parameters.\n\n## Full documentation\n\n→ [CLI Reference](docs/user/cli-reference.md) for all commands, flags, and options.\n→ [User Guide](docs/user/index.md) for common tasks and workflows.\n\n## Configuration\n\n| Setting | Value |\n|---|---|\n| Default location | `rzob` |\n| Model cache | `~/.llm/fcio_models_{location}.json` |\n| Default chat model | `gpt-oss:20b` |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdpausp%2Fllm-fcio","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdpausp%2Fllm-fcio","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdpausp%2Fllm-fcio/lists"}