{"id":10607,"name":"interactive-learning-duo","description":"Unlock Your Coding Potential: Explore, Learn, and Code with Our Interactive Python and SQL ChatBot!","url":"https://github.com/porimol/interactive-learning-duo","last_synced_at":"2025-09-04T20:58:42.404Z","repository":{"id":234028480,"uuid":"735493261","full_name":"porimol/interactive-learning-duo","owner":"porimol","description":"Unlock Your Coding Potential: Explore, Learn, and Code with Our Interactive Python and SQL ChatBot!","archived":false,"fork":false,"pushed_at":"2024-04-18T00:33:34.000Z","size":3007,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-11T19:34:26.444Z","etag":null,"topics":["1st-semester","1st-year","llms","python","sql","sqlite","uw","wne"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/porimol.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-12-25T06:06:45.000Z","updated_at":"2024-04-18T00:29:59.000Z","dependencies_parsed_at":"2024-04-18T01:48:14.569Z","dependency_job_id":null,"html_url":"https://github.com/porimol/interactive-learning-duo","commit_stats":null,"previous_names":["porimol/interactive-learning-duo"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/porimol/interactive-learning-duo","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/porimol%2Finteractive-learning-duo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/porimol%2Finteractive-learning-duo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/porimol%2Finteractive-learning-duo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/porimol%2Finteractive-learning-duo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/porimol","download_url":"https://codeload.github.com/porimol/interactive-learning-duo/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/porimol%2Finteractive-learning-duo/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273673007,"owners_count":25147497,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-04T02:00:08.968Z","response_time":61,"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"}},"owner":{"login":"porimol","name":"Porimol Chandro","uuid":"3611305","kind":"user","description":"Data Science, Deep Learning \u0026 Natural Language Processing Practitioner.","email":"","website":null,"location":"Dhaka, Bangladesh","twitter":null,"company":"@bKash @bKash-Developer","icon_url":"https://avatars.githubusercontent.com/u/3611305?u=c50053419cdaf8fe9f76bb5632526c3409ad1952\u0026v=4","repositories_count":11,"last_synced_at":"2023-02-26T01:15:33.848Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/porimol","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-09T14:11:23.504Z","updated_at":"2023-02-26T01:15:33.858Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/porimol","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/porimol/repositories"},"packages":[],"commits":{"id":8986018,"full_name":"porimol/interactive-learning-duo","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2025-03-02T14:38:41.598Z","updated_at":"2025-03-02T14:38:41.598Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/porimol%2Finteractive-learning-duo/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.936Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"porimol/interactive-learning-duo","html_url":"https://github.com/porimol/interactive-learning-duo","last_synced_at":"2025-03-02T14:38:43.511Z","status":null,"issues_count":0,"pull_requests_count":0,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":0,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2025-03-02T14:38:42.034Z","updated_at":"2025-03-02T14:38:43.512Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/porimol%2Finteractive-learning-duo","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/porimol%2Finteractive-learning-duo/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10081047,"issues_count":31277651,"pull_requests_count":96104459,"authors_count":10693669,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{},"last_year":{}},"keywords":["1st-semester","1st-year","llms","python","sql","sqlite","uw","wne"],"dependencies":[{"ecosystem":"cpan","filepath":"qdrant_db/meta.json","sha":null,"kind":"manifest","created_at":"2024-04-18T01:48:10.392Z","updated_at":"2024-04-18T01:48:10.392Z","repository_link":"https://github.com/porimol/interactive-learning-duo/blob/main/qdrant_db/meta.json","dependencies":[]},{"ecosystem":"pypi","filepath":"poetry.lock","sha":null,"kind":"lockfile","created_at":"2024-04-18T01:48:10.569Z","updated_at":"2024-04-18T01:48:10.569Z","repository_link":"https://github.com/porimol/interactive-learning-duo/blob/main/poetry.lock","dependencies":[{"id":17481652502,"package_name":"aiohttp","ecosystem":"pypi","requirements":"3.9.1","direct":false,"kind":"runtime","optional":false},{"id":17481652503,"package_name":"aiosignal","ecosystem":"pypi","requirements":"1.3.1","direct":false,"kind":"runtime","optional":false},{"id":17481652504,"package_name":"alabaster","ecosystem":"pypi","requirements":"0.7.13","direct":false,"kind":"runtime","optional":false},{"id":17481652505,"package_name":"annotated-types","ecosystem":"pypi","requirements":"0.6.0","direct":false,"kind":"runtime","optional":false},{"id":17481652506,"package_name":"anyio","ecosystem":"pypi","requirements":"3.7.1","direct":false,"kind":"runtime","optional":false},{"id":17481652507,"package_name":"async-timeout","ecosystem":"pypi","requirements":"4.0.3","direct":false,"kind":"runtime","optional":false},{"id":17481652508,"package_name":"attrs","ecosystem":"pypi","requirements":"23.1.0","direct":false,"kind":"runtime","optional":false},{"id":17481652509,"package_name":"babel","ecosystem":"pypi","requirements":"2.14.0","direct":false,"kind":"runtime","optional":false},{"id":17481652510,"package_name":"bcrypt","ecosystem":"pypi","requirements":"4.1.2","direct":false,"kind":"runtime","optional":false},{"id":17481652511,"package_name":"black","ecosystem":"pypi","requirements":"23.12.1","direct":false,"kind":"runtime","optional":false},{"id":17481652512,"package_name":"build","ecosystem":"pypi","requirements":"0.10.0","direct":false,"kind":"runtime","optional":false},{"id":17481652513,"package_name":"cachecontrol","ecosystem":"pypi","requirements":"0.12.14","direct":false,"kind":"runtime","optional":false},{"id":17481652514,"package_name":"cachetools","ecosystem":"pypi","requirements":"5.3.0","direct":false,"kind":"runtime","optional":false},{"id":17481652515,"package_name":"certifi","ecosystem":"pypi","requirements":"2023.11.17","direct":false,"kind":"runtime","optional":false},{"id":17481652516,"package_name":"cffi","ecosystem":"pypi","requirements":"1.16.0","direct":false,"kind":"runtime","optional":false},{"id":17481652517,"package_name":"cfgv","ecosystem":"pypi","requirements":"3.4.0","direct":false,"kind":"runtime","optional":false},{"id":17481652518,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"3.3.2","direct":false,"kind":"runtime","optional":false},{"id":17481652519,"package_name":"cleo","ecosystem":"pypi","requirements":"2.1.0","direct":false,"kind":"runtime","optional":false},{"id":17481652520,"package_name":"click","ecosystem":"pypi","requirements":"8.1.7","direct":false,"kind":"runtime","optional":false},{"id":17481652521,"package_name":"colorama","ecosystem":"pypi","requirements":"0.4.6","direct":false,"kind":"runtime","optional":false},{"id":17481652522,"package_name":"crashtest","ecosystem":"pypi","requirements":"0.4.1","direct":false,"kind":"runtime","optional":false},{"id":17481653396,"package_name":"cryptography","ecosystem":"pypi","requirements":"41.0.7","direct":false,"kind":"runtime","optional":false},{"id":17481653397,"package_name":"ctransformers","ecosystem":"pypi","requirements":"0.2.27","direct":false,"kind":"runtime","optional":false},{"id":17481653455,"package_name":"dataclasses-json","ecosystem":"pypi","requirements":"0.6.3","direct":false,"kind":"runtime","optional":false},{"id":17481653456,"package_name":"diskcache","ecosystem":"pypi","requirements":"5.6.3","direct":false,"kind":"runtime","optional":false},{"id":17481653457,"package_name":"distlib","ecosystem":"pypi","requirements":"0.3.8","direct":false,"kind":"runtime","optional":false},{"id":17481653458,"package_name":"dnspython","ecosystem":"pypi","requirements":"2.4.2","direct":false,"kind":"runtime","optional":false},{"id":17481653459,"package_name":"docutils","ecosystem":"pypi","requirements":"0.18.1","direct":false,"kind":"runtime","optional":false},{"id":17481653460,"package_name":"dulwich","ecosystem":"pypi","requirements":"0.21.7","direct":false,"kind":"runtime","optional":false},{"id":17481653461,"package_name":"ecdsa","ecosystem":"pypi","requirements":"0.18.0","direct":false,"kind":"runtime","optional":false},{"id":17481653462,"package_name":"email-validator","ecosystem":"pypi","requirements":"2.1.0.post1","direct":false,"kind":"runtime","optional":false},{"id":17481653463,"package_name":"exceptiongroup","ecosystem":"pypi","requirements":"1.2.0","direct":false,"kind":"runtime","optional":false},{"id":17481653464,"package_name":"fastapi","ecosystem":"pypi","requirements":"0.105.0","direct":false,"kind":"runtime","optional":false},{"id":17481653465,"package_name":"filelock","ecosystem":"pypi","requirements":"3.13.1","direct":false,"kind":"runtime","optional":false},{"id":17481653466,"package_name":"flake8","ecosystem":"pypi","requirements":"6.1.0","direct":false,"kind":"runtime","optional":false},{"id":17481653467,"package_name":"frozenlist","ecosystem":"pypi","requirements":"1.4.1","direct":false,"kind":"runtime","optional":false},{"id":17481653468,"package_name":"fsspec","ecosystem":"pypi","requirements":"2023.12.2","direct":false,"kind":"runtime","optional":false},{"id":17481653469,"package_name":"gitdb","ecosystem":"pypi","requirements":"4.0.11","direct":false,"kind":"runtime","optional":false},{"id":17481653470,"package_name":"gitpython","ecosystem":"pypi","requirements":"3.1.40","direct":false,"kind":"runtime","optional":false},{"id":17481653471,"package_name":"greenlet","ecosystem":"pypi","requirements":"3.0.3","direct":false,"kind":"runtime","optional":false},{"id":17481653472,"package_name":"grpcio","ecosystem":"pypi","requirements":"1.60.0","direct":false,"kind":"runtime","optional":false},{"id":17481653473,"package_name":"grpcio-tools","ecosystem":"pypi","requirements":"1.60.0","direct":false,"kind":"runtime","optional":false},{"id":17481653474,"package_name":"h11","ecosystem":"pypi","requirements":"0.14.0","direct":false,"kind":"runtime","optional":false},{"id":17481653475,"package_name":"h2","ecosystem":"pypi","requirements":"4.1.0","direct":false,"kind":"runtime","optional":false},{"id":17481653476,"package_name":"hpack","ecosystem":"pypi","requirements":"4.0.0","direct":false,"kind":"runtime","optional":false},{"id":17481653477,"package_name":"html5lib","ecosystem":"pypi","requirements":"1.1","direct":false,"kind":"runtime","optional":false},{"id":17481653478,"package_name":"httpcore","ecosystem":"pypi","requirements":"1.0.2","direct":false,"kind":"runtime","optional":false},{"id":17481653479,"package_name":"httpx","ecosystem":"pypi","requirements":"0.26.0","direct":false,"kind":"runtime","optional":false},{"id":17481653480,"package_name":"huggingface-hub","ecosystem":"pypi","requirements":"0.20.1","direct":false,"kind":"runtime","optional":false},{"id":17481653481,"package_name":"hyperframe","ecosystem":"pypi","requirements":"6.0.1","direct":false,"kind":"runtime","optional":false},{"id":17481653482,"package_name":"identify","ecosystem":"pypi","requirements":"2.5.33","direct":false,"kind":"runtime","optional":false},{"id":17481653483,"package_name":"idna","ecosystem":"pypi","requirements":"3.6","direct":false,"kind":"runtime","optional":false},{"id":17481653484,"package_name":"imagesize","ecosystem":"pypi","requirements":"1.4.1","direct":false,"kind":"runtime","optional":false},{"id":17481653485,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"7.0.1","direct":false,"kind":"runtime","optional":false},{"id":17481653486,"package_name":"iniconfig","ecosystem":"pypi","requirements":"2.0.0","direct":false,"kind":"runtime","optional":false},{"id":17481653487,"package_name":"installer","ecosystem":"pypi","requirements":"0.7.0","direct":false,"kind":"runtime","optional":false},{"id":17481653488,"package_name":"itsdangerous","ecosystem":"pypi","requirements":"2.1.2","direct":false,"kind":"runtime","optional":false},{"id":17481653489,"package_name":"jaraco-classes","ecosystem":"pypi","requirements":"3.3.0","direct":false,"kind":"runtime","optional":false},{"id":17481653490,"package_name":"jeepney","ecosystem":"pypi","requirements":"0.8.0","direct":false,"kind":"runtime","optional":false},{"id":17481653491,"package_name":"jinja2","ecosystem":"pypi","requirements":"3.1.2","direct":false,"kind":"runtime","optional":false},{"id":17481653492,"package_name":"joblib","ecosystem":"pypi","requirements":"1.3.2","direct":false,"kind":"runtime","optional":false},{"id":17481653493,"package_name":"jsonpatch","ecosystem":"pypi","requirements":"1.33","direct":false,"kind":"runtime","optional":false},{"id":17481653494,"package_name":"jsonpointer","ecosystem":"pypi","requirements":"2.4","direct":false,"kind":"runtime","optional":false},{"id":17481653495,"package_name":"jsonschema","ecosystem":"pypi","requirements":"4.20.0","direct":false,"kind":"runtime","optional":false},{"id":17481653496,"package_name":"jsonschema-specifications","ecosystem":"pypi","requirements":"2023.12.1","direct":false,"kind":"runtime","optional":false},{"id":17481653497,"package_name":"jwt","ecosystem":"pypi","requirements":"1.3.1","direct":false,"kind":"runtime","optional":false},{"id":17481653498,"package_name":"keyring","ecosystem":"pypi","requirements":"23.13.1","direct":false,"kind":"runtime","optional":false},{"id":17481653499,"package_name":"langchain","ecosystem":"pypi","requirements":"0.0.352","direct":false,"kind":"runtime","optional":false},{"id":17481653500,"package_name":"langchain-community","ecosystem":"pypi","requirements":"0.0.6","direct":false,"kind":"runtime","optional":false},{"id":17481653501,"package_name":"langchain-core","ecosystem":"pypi","requirements":"0.1.3","direct":false,"kind":"runtime","optional":false},{"id":17481653502,"package_name":"langsmith","ecosystem":"pypi","requirements":"0.0.75","direct":false,"kind":"runtime","optional":false},{"id":17481653503,"package_name":"llama-cpp-python","ecosystem":"pypi","requirements":"0.2.25","direct":false,"kind":"runtime","optional":false},{"id":17481653504,"package_name":"lockfile","ecosystem":"pypi","requirements":"0.12.2","direct":false,"kind":"runtime","optional":false},{"id":17481653505,"package_name":"markupsafe","ecosystem":"pypi","requirements":"2.1.3","direct":false,"kind":"runtime","optional":false},{"id":17481653506,"package_name":"marshmallow","ecosystem":"pypi","requirements":"3.20.1","direct":false,"kind":"runtime","optional":false},{"id":17481653507,"package_name":"mccabe","ecosystem":"pypi","requirements":"0.7.0","direct":false,"kind":"runtime","optional":false},{"id":17481653508,"package_name":"more-itertools","ecosystem":"pypi","requirements":"10.1.0","direct":false,"kind":"runtime","optional":false},{"id":17481653509,"package_name":"mpmath","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":"runtime","optional":false},{"id":17481653510,"package_name":"msgpack","ecosystem":"pypi","requirements":"1.0.7","direct":false,"kind":"runtime","optional":false},{"id":17481653511,"package_name":"multidict","ecosystem":"pypi","requirements":"6.0.4","direct":false,"kind":"runtime","optional":false},{"id":17481653512,"package_name":"mypy","ecosystem":"pypi","requirements":"1.8.0","direct":false,"kind":"runtime","optional":false},{"id":17481653513,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"runtime","optional":false},{"id":17481653514,"package_name":"networkx","ecosystem":"pypi","requirements":"3.2.1","direct":false,"kind":"runtime","optional":false},{"id":17481653515,"package_name":"nltk","ecosystem":"pypi","requirements":"3.8.1","direct":false,"kind":"runtime","optional":false},{"id":17481653516,"package_name":"nodeenv","ecosystem":"pypi","requirements":"1.8.0","direct":false,"kind":"runtime","optional":false},{"id":17481653517,"package_name":"numpy","ecosystem":"pypi","requirements":"1.26.2","direct":false,"kind":"runtime","optional":false},{"id":17481653518,"package_name":"nvidia-cublas-cu12","ecosystem":"pypi","requirements":"12.1.3.1","direct":false,"kind":"runtime","optional":false},{"id":17481653519,"package_name":"nvidia-cuda-cupti-cu12","ecosystem":"pypi","requirements":"12.1.105","direct":false,"kind":"runtime","optional":false},{"id":17481653520,"package_name":"nvidia-cuda-nvrtc-cu12","ecosystem":"pypi","requirements":"12.1.105","direct":false,"kind":"runtime","optional":false},{"id":17481653521,"package_name":"nvidia-cuda-runtime-cu12","ecosystem":"pypi","requirements":"12.1.105","direct":false,"kind":"runtime","optional":false},{"id":17481653522,"package_name":"nvidia-cudnn-cu12","ecosystem":"pypi","requirements":"8.9.2.26","direct":false,"kind":"runtime","optional":false},{"id":17481653523,"package_name":"nvidia-cufft-cu12","ecosystem":"pypi","requirements":"11.0.2.54","direct":false,"kind":"runtime","optional":false},{"id":17481653524,"package_name":"nvidia-curand-cu12","ecosystem":"pypi","requirements":"10.3.2.106","direct":false,"kind":"runtime","optional":false},{"id":17481653525,"package_name":"nvidia-cusolver-cu12","ecosystem":"pypi","requirements":"11.4.5.107","direct":false,"kind":"runtime","optional":false},{"id":17481653526,"package_name":"nvidia-cusparse-cu12","ecosystem":"pypi","requirements":"12.1.0.106","direct":false,"kind":"runtime","optional":false},{"id":17481653527,"package_name":"nvidia-nccl-cu12","ecosystem":"pypi","requirements":"2.18.1","direct":false,"kind":"runtime","optional":false},{"id":17481653528,"package_name":"nvidia-nvjitlink-cu12","ecosystem":"pypi","requirements":"12.3.101","direct":false,"kind":"runtime","optional":false},{"id":17481653529,"package_name":"nvidia-nvtx-cu12","ecosystem":"pypi","requirements":"12.1.105","direct":false,"kind":"runtime","optional":false},{"id":17481653530,"package_name":"packaging","ecosystem":"pypi","requirements":"23.2","direct":false,"kind":"runtime","optional":false},{"id":17481653531,"package_name":"passlib","ecosystem":"pypi","requirements":"1.7.4","direct":false,"kind":"runtime","optional":false},{"id":17481653532,"package_name":"pathspec","ecosystem":"pypi","requirements":"0.12.1","direct":false,"kind":"runtime","optional":false},{"id":17481653533,"package_name":"pexpect","ecosystem":"pypi","requirements":"4.9.0","direct":false,"kind":"runtime","optional":false},{"id":17481653534,"package_name":"pillow","ecosystem":"pypi","requirements":"10.1.0","direct":false,"kind":"runtime","optional":false},{"id":17481653535,"package_name":"pkginfo","ecosystem":"pypi","requirements":"1.9.6","direct":false,"kind":"runtime","optional":false},{"id":17481653536,"package_name":"platformdirs","ecosystem":"pypi","requirements":"3.11.0","direct":false,"kind":"runtime","optional":false},{"id":17481653537,"package_name":"pluggy","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":"runtime","optional":false},{"id":17481653538,"package_name":"poetry","ecosystem":"pypi","requirements":"1.5.1","direct":false,"kind":"runtime","optional":false},{"id":17481653539,"package_name":"poetry-core","ecosystem":"pypi","requirements":"1.6.1","direct":false,"kind":"runtime","optional":false},{"id":17481653883,"package_name":"poetry-plugin-export","ecosystem":"pypi","requirements":"1.5.0","direct":false,"kind":"runtime","optional":false},{"id":17481654062,"package_name":"portalocker","ecosystem":"pypi","requirements":"2.8.2","direct":false,"kind":"runtime","optional":false},{"id":17481654063,"package_name":"pre-commit","ecosystem":"pypi","requirements":"3.6.0","direct":false,"kind":"runtime","optional":false},{"id":17481654064,"package_name":"protobuf","ecosystem":"pypi","requirements":"4.25.1","direct":false,"kind":"runtime","optional":false},{"id":17481654065,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"0.7.0","direct":false,"kind":"runtime","optional":false},{"id":17481654066,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"9.0.0","direct":false,"kind":"runtime","optional":false},{"id":17481654067,"package_name":"pyasn1","ecosystem":"pypi","requirements":"0.5.1","direct":false,"kind":"runtime","optional":false},{"id":17481654068,"package_name":"pycodestyle","ecosystem":"pypi","requirements":"2.11.1","direct":false,"kind":"runtime","optional":false},{"id":17481654069,"package_name":"pycparser","ecosystem":"pypi","requirements":"2.21","direct":false,"kind":"runtime","optional":false},{"id":17481654070,"package_name":"pydantic","ecosystem":"pypi","requirements":"2.5.3","direct":false,"kind":"runtime","optional":false},{"id":17481654071,"package_name":"pydantic-core","ecosystem":"pypi","requirements":"2.14.6","direct":false,"kind":"runtime","optional":false},{"id":17481654072,"package_name":"pyflakes","ecosystem":"pypi","requirements":"3.1.0","direct":false,"kind":"runtime","optional":false},{"id":17481654073,"package_name":"pygments","ecosystem":"pypi","requirements":"2.17.2","direct":false,"kind":"runtime","optional":false},{"id":17481654074,"package_name":"pyjwt","ecosystem":"pypi","requirements":"2.8.0","direct":false,"kind":"runtime","optional":false},{"id":17481654075,"package_name":"pyproject-hooks","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"runtime","optional":false},{"id":17481654107,"package_name":"pytest","ecosystem":"pypi","requirements":"7.4.3","direct":false,"kind":"runtime","optional":false},{"id":17481654108,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"runtime","optional":false},{"id":17481654109,"package_name":"python-jose","ecosystem":"pypi","requirements":"3.3.0","direct":false,"kind":"runtime","optional":false},{"id":17481654110,"package_name":"python-multipart","ecosystem":"pypi","requirements":"0.0.6","direct":false,"kind":"runtime","optional":false},{"id":17481654111,"package_name":"pywin32","ecosystem":"pypi","requirements":"306","direct":false,"kind":"runtime","optional":false},{"id":17481654113,"package_name":"pywin32-ctypes","ecosystem":"pypi","requirements":"0.2.2","direct":false,"kind":"runtime","optional":false},{"id":17481654114,"package_name":"pyyaml","ecosystem":"pypi","requirements":"6.0.1","direct":false,"kind":"runtime","optional":false},{"id":17481654115,"package_name":"qdrant-client","ecosystem":"pypi","requirements":"1.7.0","direct":false,"kind":"runtime","optional":false},{"id":17481654116,"package_name":"rapidfuzz","ecosystem":"pypi","requirements":"3.6.0","direct":false,"kind":"runtime","optional":false},{"id":17481654117,"package_name":"referencing","ecosystem":"pypi","requirements":"0.32.0","direct":false,"kind":"runtime","optional":false},{"id":17481654118,"package_name":"regex","ecosystem":"pypi","requirements":"2023.12.25","direct":false,"kind":"runtime","optional":false},{"id":17481654119,"package_name":"requests","ecosystem":"pypi","requirements":"2.31.0","direct":false,"kind":"runtime","optional":false},{"id":17481654120,"package_name":"requests-toolbelt","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"runtime","optional":false},{"id":17481654121,"package_name":"rpds-py","ecosystem":"pypi","requirements":"0.15.2","direct":false,"kind":"runtime","optional":false},{"id":17481654122,"package_name":"rsa","ecosystem":"pypi","requirements":"4.9","direct":false,"kind":"runtime","optional":false},{"id":17481654123,"package_name":"safetensors","ecosystem":"pypi","requirements":"0.4.1","direct":false,"kind":"runtime","optional":false},{"id":17481654124,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"1.3.2","direct":false,"kind":"runtime","optional":false},{"id":17481654125,"package_name":"scipy","ecosystem":"pypi","requirements":"1.11.4","direct":false,"kind":"runtime","optional":false},{"id":17481654126,"package_name":"secretstorage","ecosystem":"pypi","requirements":"3.3.3","direct":false,"kind":"runtime","optional":false},{"id":17481654127,"package_name":"sentence-transformers","ecosystem":"pypi","requirements":"2.2.2","direct":false,"kind":"runtime","optional":false},{"id":17481654128,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"0.1.99","direct":false,"kind":"runtime","optional":false},{"id":17481654129,"package_name":"setuptools","ecosystem":"pypi","requirements":"69.0.3","direct":false,"kind":"runtime","optional":false},{"id":17481654130,"package_name":"shellingham","ecosystem":"pypi","requirements":"1.5.4","direct":false,"kind":"runtime","optional":false},{"id":17481654131,"package_name":"six","ecosystem":"pypi","requirements":"1.16.0","direct":false,"kind":"runtime","optional":false},{"id":17481654132,"package_name":"smmap","ecosystem":"pypi","requirements":"5.0.1","direct":false,"kind":"runtime","optional":false},{"id":17481654133,"package_name":"sniffio","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":"runtime","optional":false},{"id":17481654134,"package_name":"snowballstemmer","ecosystem":"pypi","requirements":"2.2.0","direct":false,"kind":"runtime","optional":false},{"id":17481654135,"package_name":"sphinx","ecosystem":"pypi","requirements":"6.2.1","direct":false,"kind":"runtime","optional":false},{"id":17481654136,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":"runtime","optional":false},{"id":17481654137,"package_name":"sphinxcontrib-applehelp","ecosystem":"pypi","requirements":"1.0.7","direct":false,"kind":"runtime","optional":false},{"id":17481654138,"package_name":"sphinxcontrib-devhelp","ecosystem":"pypi","requirements":"1.0.5","direct":false,"kind":"runtime","optional":false},{"id":17481654139,"package_name":"sphinxcontrib-htmlhelp","ecosystem":"pypi","requirements":"2.0.4","direct":false,"kind":"runtime","optional":false},{"id":17481654140,"package_name":"sphinxcontrib-jquery","ecosystem":"pypi","requirements":"4.1","direct":false,"kind":"runtime","optional":false},{"id":17481654152,"package_name":"sphinxcontrib-jsmath","ecosystem":"pypi","requirements":"1.0.1","direct":false,"kind":"runtime","optional":false},{"id":17481654153,"package_name":"sphinxcontrib-qthelp","ecosystem":"pypi","requirements":"1.0.6","direct":false,"kind":"runtime","optional":false},{"id":17481654154,"package_name":"sphinxcontrib-serializinghtml","ecosystem":"pypi","requirements":"1.1.9","direct":false,"kind":"runtime","optional":false},{"id":17481654155,"package_name":"sqlalchemy","ecosystem":"pypi","requirements":"2.0.23","direct":false,"kind":"runtime","optional":false},{"id":17481654156,"package_name":"starlette","ecosystem":"pypi","requirements":"0.27.0","direct":false,"kind":"runtime","optional":false},{"id":17481654157,"package_name":"sympy","ecosystem":"pypi","requirements":"1.12","direct":false,"kind":"runtime","optional":false},{"id":17481654158,"package_name":"tenacity","ecosystem":"pypi","requirements":"8.2.3","direct":false,"kind":"runtime","optional":false},{"id":17481654159,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"3.2.0","direct":false,"kind":"runtime","optional":false},{"id":17481654160,"package_name":"tokenizers","ecosystem":"pypi","requirements":"0.15.0","direct":false,"kind":"runtime","optional":false},{"id":17481654161,"package_name":"tomli","ecosystem":"pypi","requirements":"2.0.1","direct":false,"kind":"runtime","optional":false},{"id":17481654162,"package_name":"tomlkit","ecosystem":"pypi","requirements":"0.12.3","direct":false,"kind":"runtime","optional":false},{"id":17481654163,"package_name":"torch","ecosystem":"pypi","requirements":"2.1.2","direct":false,"kind":"runtime","optional":false},{"id":17481654164,"package_name":"torchvision","ecosystem":"pypi","requirements":"0.16.2","direct":false,"kind":"runtime","optional":false},{"id":17481654165,"package_name":"tqdm","ecosystem":"pypi","requirements":"4.66.1","direct":false,"kind":"runtime","optional":false},{"id":17481654166,"package_name":"transformers","ecosystem":"pypi","requirements":"4.36.2","direct":false,"kind":"runtime","optional":false},{"id":17481654167,"package_name":"triton","ecosystem":"pypi","requirements":"2.1.0","direct":false,"kind":"runtime","optional":false},{"id":17481654168,"package_name":"trove-classifiers","ecosystem":"pypi","requirements":"2023.11.29","direct":false,"kind":"runtime","optional":false},{"id":17481654169,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"4.9.0","direct":false,"kind":"runtime","optional":false},{"id":17481654170,"package_name":"typing-inspect","ecosystem":"pypi","requirements":"0.9.0","direct":false,"kind":"runtime","optional":false},{"id":17481654171,"package_name":"urllib3","ecosystem":"pypi","requirements":"1.26.14","direct":false,"kind":"runtime","optional":false},{"id":17481654172,"package_name":"uvicorn","ecosystem":"pypi","requirements":"0.25.0","direct":false,"kind":"runtime","optional":false},{"id":17481654173,"package_name":"virtualenv","ecosystem":"pypi","requirements":"20.25.0","direct":false,"kind":"runtime","optional":false},{"id":17481654174,"package_name":"webencodings","ecosystem":"pypi","requirements":"0.5.1","direct":false,"kind":"runtime","optional":false},{"id":17481654175,"package_name":"xattr","ecosystem":"pypi","requirements":"0.10.1","direct":false,"kind":"runtime","optional":false},{"id":17481654176,"package_name":"yarl","ecosystem":"pypi","requirements":"1.9.4","direct":false,"kind":"runtime","optional":false},{"id":17481654177,"package_name":"zipp","ecosystem":"pypi","requirements":"3.17.0","direct":false,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-04-18T01:48:14.108Z","updated_at":"2024-04-18T01:48:14.108Z","repository_link":"https://github.com/porimol/interactive-learning-duo/blob/main/pyproject.toml","dependencies":[{"id":17481654179,"package_name":"python","ecosystem":"pypi","requirements":"\u003e=3.9.1,\u003c3.13","direct":true,"kind":"runtime","optional":false},{"id":17481654180,"package_name":"urllib3","ecosystem":"pypi","requirements":"1.26.14","direct":true,"kind":"runtime","optional":false},{"id":17481654181,"package_name":"cachetools","ecosystem":"pypi","requirements":"5.3.0","direct":true,"kind":"runtime","optional":false},{"id":17481654182,"package_name":"poetry","ecosystem":"pypi","requirements":"1.5.1","direct":true,"kind":"runtime","optional":false},{"id":17481654183,"package_name":"poetry-core","ecosystem":"pypi","requirements":"1.6.1","direct":true,"kind":"runtime","optional":false},{"id":17481654184,"package_name":"click","ecosystem":"pypi","requirements":"^8.1.7","direct":true,"kind":"runtime","optional":false},{"id":17481654185,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"^1.0.0","direct":true,"kind":"runtime","optional":false},{"id":17481654186,"package_name":"pyyaml","ecosystem":"pypi","requirements":"^6.0.1","direct":true,"kind":"runtime","optional":false},{"id":17481654187,"package_name":"qdrant-client","ecosystem":"pypi","requirements":"1.7.0","direct":true,"kind":"runtime","optional":false},{"id":17481654188,"package_name":"fastapi","ecosystem":"pypi","requirements":"0.105.0","direct":true,"kind":"runtime","optional":false},{"id":17481654189,"package_name":"pydantic","ecosystem":"pypi","requirements":"^2.5.3","direct":true,"kind":"runtime","optional":false},{"id":17481654190,"package_name":"uvicorn","ecosystem":"pypi","requirements":"0.25.0","direct":true,"kind":"runtime","optional":false},{"id":17481654191,"package_name":"passlib","ecosystem":"pypi","requirements":"^1.7.4","direct":true,"kind":"runtime","optional":false},{"id":17481654192,"package_name":"python-multipart","ecosystem":"pypi","requirements":"^0.0.6","direct":true,"kind":"runtime","optional":false},{"id":17481654193,"package_name":"bcrypt","ecosystem":"pypi","requirements":"^4.1.2","direct":true,"kind":"runtime","optional":false},{"id":17481654194,"package_name":"jwt","ecosystem":"pypi","requirements":"^1.3.1","direct":true,"kind":"runtime","optional":false},{"id":17481654195,"package_name":"pyjwt","ecosystem":"pypi","requirements":"^2.8.0","direct":true,"kind":"runtime","optional":false},{"id":17481654196,"package_name":"python-jose","ecosystem":"pypi","requirements":"^3.3.0","direct":true,"kind":"runtime","optional":false},{"id":17481654197,"package_name":"itsdangerous","ecosystem":"pypi","requirements":"^2.1.2","direct":true,"kind":"runtime","optional":false},{"id":17481654198,"package_name":"gitpython","ecosystem":"pypi","requirements":"^3.1.40","direct":true,"kind":"runtime","optional":false},{"id":17481654199,"package_name":"langchain","ecosystem":"pypi","requirements":"^0.0.352","direct":true,"kind":"runtime","optional":false},{"id":17481654200,"package_name":"llama-cpp-python","ecosystem":"pypi","requirements":"^0.2.25","direct":true,"kind":"runtime","optional":false},{"id":17481654201,"package_name":"sentence-transformers","ecosystem":"pypi","requirements":"^2.2.2","direct":true,"kind":"runtime","optional":false},{"id":17481654202,"package_name":"ctransformers","ecosystem":"pypi","requirements":"^0.2.27","direct":true,"kind":"runtime","optional":false},{"id":17481654203,"package_name":"pytest","ecosystem":"pypi","requirements":"^7.2.2","direct":true,"kind":"develop","optional":false},{"id":17481654204,"package_name":"pre-commit","ecosystem":"pypi","requirements":"^3.1.1","direct":true,"kind":"develop","optional":false},{"id":17481654205,"package_name":"flake8","ecosystem":"pypi","requirements":"^6.0.0","direct":true,"kind":"develop","optional":false},{"id":17481654206,"package_name":"mypy","ecosystem":"pypi","requirements":"^1.2.0","direct":true,"kind":"develop","optional":false},{"id":17481654207,"package_name":"black","ecosystem":"pypi","requirements":"^23.3.0","direct":true,"kind":"develop","optional":false},{"id":17481654208,"package_name":"sphinx","ecosystem":"pypi","requirements":"^6.1.3","direct":true,"kind":"docs","optional":false},{"id":17481654209,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"^1.2.0","direct":true,"kind":"docs","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:35.200Z","updated_at":"2025-10-07T08:06:56.091Z","avatar_url":"https://github.com/porimol.png","language":"HTML","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/10607","html_url":"https://science.ecosyste.ms/projects/10607","bibtex_url":"https://science.ecosyste.ms/projects/10607/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/10607/export.apalike"}