{"adoption": {"forks": 221, "observed_at": "2026-08-28T04:05:32.262387+00:00", "stars": 1757}, "canonical_url": "https://ross.abutalabs.com/products/opencodeinterpreter", "card": {"archived": false, "artifact_type": "framework", "description": "OpenCodeInterpreter is a suite of open-source code generation systems aimed at bridging the gap between large language models and sophisticated proprietary systems like the GPT-4 Code Interpreter. It significantly enhances code generation capabilities by integrating execution and iterative refinement functionalities.", "domain": ["large-language-models", "machine-learning", "developer-tools"], "enriched": true, "function": ["llm-inference", "machine-learning"], "health_score": 20, "homepage": "https://opencodeinterpreter.github.io/", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["OpenCodeInterpreter/OpenCodeInterpreter"], "name": "OpenCodeInterpreter/OpenCodeInterpreter", "platform": ["python", "self-hosted"], "pushed_at": "2024-05-07T11:13:02+00:00", "repo": "OpenCodeInterpreter/OpenCodeInterpreter", "stars": 1757, "tags": ["code-generation", "execution-feedback", "code-llm", "huggingface", "iterative-refinement", "code-interpreter", "docker"], "topics": [], "urls": [], "use_cases": ["generate code from natural language instructions with a local open-source model", "run generated code and iteratively refine it based on execution feedback", "self-host a GPT-4 Code Interpreter alternative", "fine-tune or evaluate code LLMs using the Code-Feedback dataset", "benchmark code generation models on HumanEval and MBPP"], "what_it_is": "OpenCodeInterpreter is a suite of open-source code generation models and deployment code that integrates code execution and iterative refinement, aiming to match systems like the GPT-4 Code Interpreter. It includes open-sourced models on Hugging Face, the Code-Feedback training dataset, and a local demo deployment setup.", "when_to_avoid": ["you need a lightweight code completion plugin for an editor rather than a full model suite", "you cannot host large GPU models (up to 33B parameters)", "you need actively maintained software with recent updates"], "when_to_choose": ["you want an open-source alternative to GPT-4's code interpreter with execution feedback", "you need to run code generation models locally or on your own GPU infrastructure", "you want training data or models for research on execution-refined code generation"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/opencodeinterpreter", "repo": "OpenCodeInterpreter/OpenCodeInterpreter", "role": "main", "score": 25}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.262387+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:27:38.501047+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fe2b434c44adc7944f722b90d4fe16c509fc71366fd09daf6885047fe450c", "fetched_at": "2026-08-28T04:05:32.262387+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenCodeInterpreter/OpenCodeInterpreter"}, {"content_hash": "f65278dd005ad2ccd5076857b3b0df550ed9e1e98d96b951990f2d811a8c4644", "fetched_at": "2026-08-29T11:05:45.460418+00:00", "kind": "homepage", "missing": false, "url": "https://opencodeinterpreter.github.io/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 66, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 926, "days_push": 848, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 25, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}