{"id":32088239,"url":"https://github.com/ezhuk/pinetext","last_synced_at":"2026-02-15T00:13:06.484Z","repository":{"id":306171034,"uuid":"1025261009","full_name":"ezhuk/pinetext","owner":"ezhuk","description":"A lightweight assistant for reasoning over documents.","archived":false,"fork":false,"pushed_at":"2026-01-15T02:08:46.000Z","size":789,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-01-15T08:38:21.914Z","etag":null,"topics":["assistant","chatbot","rag"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ezhuk.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":null,"dco":null,"cla":null}},"created_at":"2025-07-24T01:57:48.000Z","updated_at":"2026-01-15T02:08:22.000Z","dependencies_parsed_at":"2025-07-24T04:27:43.382Z","dependency_job_id":"bd0e2f21-13b8-498f-99e1-1e7cc099eecd","html_url":"https://github.com/ezhuk/pinetext","commit_stats":null,"previous_names":["ezhuk/pinetext"],"tags_count":9,"template":false,"template_full_name":null,"purl":"pkg:github/ezhuk/pinetext","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezhuk%2Fpinetext","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezhuk%2Fpinetext/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezhuk%2Fpinetext/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezhuk%2Fpinetext/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ezhuk","download_url":"https://codeload.github.com/ezhuk/pinetext/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ezhuk%2Fpinetext/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28479396,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-16T11:59:17.896Z","status":"ssl_error","status_checked_at":"2026-01-16T11:55:55.838Z","response_time":107,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["assistant","chatbot","rag"],"created_at":"2025-10-19T16:21:12.312Z","updated_at":"2026-02-15T00:13:06.479Z","avatar_url":"https://github.com/ezhuk.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## PineText\n\n[![test](https://github.com/ezhuk/pinetext/actions/workflows/test.yml/badge.svg)](https://github.com/ezhuk/pinetext/actions/workflows/test.yml)\n[![codecov](https://codecov.io/github/ezhuk/pinetext/graph/badge.svg?token=0YJASFE5OM)](https://codecov.io/github/ezhuk/pinetext)\n[![PyPI - Version](https://img.shields.io/pypi/v/pinetext.svg)](https://pypi.org/p/pinetext)\n\nA lightweight assistant built using [Pinecone](https://docs.pinecone.io/guides/assistant/overview) that helps create RAG-based chat applications for reasoning over documents, retrieving relevant context, and providing grounded answers.\n\n## Getting Started\n\nUse [uv](https://github.com/astral-sh/uv) to add and manage PineText as a dependency in your project, or install it directly via `uv pip install` or `pip install`. See the [Installation](https://github.com/ezhuk/pinetext/blob/main/docs/pinetext/installation.mdx) section of the documentation for full installation instructions and more details.\n\n```bash\nuv add pinetext\n```\n\nIt can be embedded in and run directly from your application.\n\n```python\n# app.py\nfrom pinetext import PineText\n\ndef main():\n    pt = PineText(data_dir=\"./data\")\n    pt.run()\n```\n\nIt can also be launched from the command line using the provided `CLI` without modifying the source code.\n\n```\npinetext\n```\n\nOr in an ephemeral, isolated environment using `uvx`. Check out the [Using tools](https://docs.astral.sh/uv/guides/tools/) guide for more details.\n\n```bash\nuvx pinetext\n```\n\n## Configuration\n\nPlace documents in the `data` folder and make sure to set `PINECONE_API_KEY` and the assistant name before starting PineText.\n\n```bash\nexport PINETEXT_PINECONE__API_KEY=your-api-key\nexport PINETEXT_PINECONE__ASSISTANT=assistant-name\nexport PINETEXT_PINECONE__DATA_DIR=data\nexport PINETEXT_PINECONE__MODEL=o4-mini\n```\n\nThese settings can also be specified in a `.env` file in the working directory.\n\n```text\npinetext_pinecone__api_key=your-api-key\npinetext_pinecone__assistant=assistant-name\npinetext_pinecone__data_dir=data\npinetext_pinecone__model=o4-mini\n```\n\n## Docker\n\nThe PineText CLI can be deployed as a Docker container as follows:\n\n```bash\ndocker run -it \\\n  --name pinetext \\\n  --env-file .env \\\n  -v $(pwd)/data:/app/data\n  ghcr.io/ezhuk/pinetext:latest\n```\n\nOr using Docker Compose:\n\n```bash\ndocker compose up\n```\n\n## License\n\nThe server is licensed under the [MIT License](https://github.com/ezhuk/pinetext?tab=MIT-1-ov-file).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fezhuk%2Fpinetext","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fezhuk%2Fpinetext","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fezhuk%2Fpinetext/lists"}