{"id":17482,"name":"info621_project","description":"Project for INFO 621 - RAG -  Citation based Graph","url":"https://github.com/gaganpre/info621_project","last_synced_at":"2025-09-08T11:41:58.964Z","repository":{"id":292588590,"uuid":"981340582","full_name":"gaganpre/info621_project","owner":"gaganpre","description":"Project for INFO 621 - RAG -  Citation based Graph","archived":false,"fork":false,"pushed_at":"2025-05-12T03:48:02.000Z","size":83596,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-05T04:38:52.992Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/gaganpre.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_builder.ipynb","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-05-10T22:07:09.000Z","updated_at":"2025-05-12T03:48:05.000Z","dependencies_parsed_at":"2025-05-10T23:34:24.571Z","dependency_job_id":null,"html_url":"https://github.com/gaganpre/info621_project","commit_stats":null,"previous_names":["gaganpre/info621_project"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/gaganpre/info621_project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaganpre%2Finfo621_project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaganpre%2Finfo621_project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaganpre%2Finfo621_project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaganpre%2Finfo621_project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gaganpre","download_url":"https://codeload.github.com/gaganpre/info621_project/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaganpre%2Finfo621_project/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274180269,"owners_count":25236544,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":"gaganpre","name":"Gagan Preet Singh","uuid":"111328549","kind":"user","description":"Systems Engineer","email":"","website":null,"location":"Tucson, Arizona","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/111328549?v=4","repositories_count":1,"last_synced_at":"2025-04-19T11:46:44.376Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/gaganpre","funding_links":[],"total_stars":0,"followers":0,"following":0,"created_at":"2025-04-19T11:46:44.398Z","updated_at":"2025-04-19T11:46:44.398Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gaganpre","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gaganpre/repositories"},"packages":[],"commits":{"id":10915229,"full_name":"gaganpre/info621_project","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":"2025-09-04T23:35:25.426Z","updated_at":"2025-09-04T23:35:25.426Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaganpre%2Finfo621_project/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5482190,"commits_count":853876086,"contributors_count":31113077,"owners_count":907620,"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":"gaganpre/info621_project","html_url":"https://github.com/gaganpre/info621_project","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-04T23:35:26.990Z","updated_at":"2025-09-04T23:35:26.990Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaganpre%2Finfo621_project","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaganpre%2Finfo621_project/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":"2025-09-08T00:00:17.013Z","repositories_count":10164853,"issues_count":31989996,"pull_requests_count":100212161,"authors_count":10728603,"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":{"PushEvent":6,"CreateEvent":2},"last_year":{"PushEvent":6,"CreateEvent":2}},"keywords":[],"dependencies":[{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2025-05-10T23:34:23.848Z","updated_at":"2025-05-10T23:34:23.848Z","repository_link":"https://github.com/gaganpre/info621_project/blob/main/Dockerfile","dependencies":[{"id":23073024186,"package_name":"python","ecosystem":"docker","requirements":"3.10-slim","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2025-05-10T23:34:23.904Z","updated_at":"2025-05-10T23:34:23.904Z","repository_link":"https://github.com/gaganpre/info621_project/blob/main/requirements.txt","dependencies":[{"id":23073024583,"package_name":"aiohappyeyeballs","ecosystem":"pypi","requirements":"==2.6.1","direct":true,"kind":"runtime","optional":false},{"id":23073024584,"package_name":"aiohttp","ecosystem":"pypi","requirements":"==3.11.18","direct":true,"kind":"runtime","optional":false},{"id":23073024585,"package_name":"aioitertools","ecosystem":"pypi","requirements":"==0.12.0","direct":true,"kind":"runtime","optional":false},{"id":23073024600,"package_name":"aiosignal","ecosystem":"pypi","requirements":"==1.3.2","direct":true,"kind":"runtime","optional":false},{"id":23073024601,"package_name":"aiosqlite","ecosystem":"pypi","requirements":"==0.21.0","direct":true,"kind":"runtime","optional":false},{"id":23073024602,"package_name":"alembic","ecosystem":"pypi","requirements":"==1.15.2","direct":true,"kind":"runtime","optional":false},{"id":23073024603,"package_name":"altair","ecosystem":"pypi","requirements":"==5.5.0","direct":true,"kind":"runtime","optional":false},{"id":23073024604,"package_name":"annotated-types","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":23073024605,"package_name":"anyio","ecosystem":"pypi","requirements":"==4.9.0","direct":true,"kind":"runtime","optional":false},{"id":23073024606,"package_name":"asgiref","ecosystem":"pypi","requirements":"==3.8.1","direct":true,"kind":"runtime","optional":false},{"id":23073024607,"package_name":"asttokens","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024608,"package_name":"async-timeout","ecosystem":"pypi","requirements":"==4.0.3","direct":true,"kind":"runtime","optional":false},{"id":23073024609,"package_name":"attrs","ecosystem":"pypi","requirements":"==25.3.0","direct":true,"kind":"runtime","optional":false},{"id":23073024610,"package_name":"authlib","ecosystem":"pypi","requirements":"==1.5.2","direct":true,"kind":"runtime","optional":false},{"id":23073024611,"package_name":"backoff","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":23073024612,"package_name":"bcrypt","ecosystem":"pypi","requirements":"==4.3.0","direct":true,"kind":"runtime","optional":false},{"id":23073024613,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"==4.13.4","direct":true,"kind":"runtime","optional":false},{"id":23073024614,"package_name":"blinker","ecosystem":"pypi","requirements":"==1.9.0","direct":true,"kind":"runtime","optional":false},{"id":23073024615,"package_name":"build","ecosystem":"pypi","requirements":"==1.2.2.post1","direct":true,"kind":"runtime","optional":false},{"id":23073024616,"package_name":"cachetools","ecosystem":"pypi","requirements":"==5.5.2","direct":true,"kind":"runtime","optional":false},{"id":23073024617,"package_name":"certifi","ecosystem":"pypi","requirements":"==2025.4.26","direct":true,"kind":"runtime","optional":false},{"id":23073024618,"package_name":"cffi","ecosystem":"pypi","requirements":"==1.17.1","direct":true,"kind":"runtime","optional":false},{"id":23073024619,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==3.4.2","direct":true,"kind":"runtime","optional":false},{"id":23073024620,"package_name":"chroma-hnswlib","ecosystem":"pypi","requirements":"==0.7.6","direct":true,"kind":"runtime","optional":false},{"id":23073024621,"package_name":"chromadb","ecosystem":"pypi","requirements":"==0.6.3","direct":true,"kind":"runtime","optional":false},{"id":23073024622,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.8","direct":true,"kind":"runtime","optional":false},{"id":23073024623,"package_name":"coloredlogs","ecosystem":"pypi","requirements":"==15.0.1","direct":true,"kind":"runtime","optional":false},{"id":23073024624,"package_name":"contourpy","ecosystem":"pypi","requirements":"==1.3.2","direct":true,"kind":"runtime","optional":false},{"id":23073024625,"package_name":"cryptography","ecosystem":"pypi","requirements":"==44.0.3","direct":true,"kind":"runtime","optional":false},{"id":23073024626,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.12.1","direct":true,"kind":"runtime","optional":false},{"id":23073024627,"package_name":"dataclasses-json","ecosystem":"pypi","requirements":"==0.6.7","direct":true,"kind":"runtime","optional":false},{"id":23073024628,"package_name":"decorator","ecosystem":"pypi","requirements":"==5.2.1","direct":true,"kind":"runtime","optional":false},{"id":23073024629,"package_name":"deprecated","ecosystem":"pypi","requirements":"==1.2.18","direct":true,"kind":"runtime","optional":false},{"id":23073024630,"package_name":"dill","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":23073024631,"package_name":"distro","ecosystem":"pypi","requirements":"==1.9.0","direct":true,"kind":"runtime","optional":false},{"id":23073024632,"package_name":"dnspython","ecosystem":"pypi","requirements":"==2.7.0","direct":true,"kind":"runtime","optional":false},{"id":23073024633,"package_name":"docling","ecosystem":"pypi","requirements":"==2.31.0","direct":true,"kind":"runtime","optional":false},{"id":23073024634,"package_name":"docling-core","ecosystem":"pypi","requirements":"==2.30.0","direct":true,"kind":"runtime","optional":false},{"id":23073024635,"package_name":"docling-ibm-models","ecosystem":"pypi","requirements":"==3.4.3","direct":true,"kind":"runtime","optional":false},{"id":23073024636,"package_name":"docling-parse","ecosystem":"pypi","requirements":"==4.0.1","direct":true,"kind":"runtime","optional":false},{"id":23073024637,"package_name":"durationpy","ecosystem":"pypi","requirements":"==0.9","direct":true,"kind":"runtime","optional":false},{"id":23073024638,"package_name":"easyocr","ecosystem":"pypi","requirements":"==1.7.2","direct":true,"kind":"runtime","optional":false},{"id":23073024639,"package_name":"email-validator","ecosystem":"pypi","requirements":"==2.2.0","direct":true,"kind":"runtime","optional":false},{"id":23073024640,"package_name":"et-xmlfile","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024641,"package_name":"exceptiongroup","ecosystem":"pypi","requirements":"==1.2.2","direct":true,"kind":"runtime","optional":false},{"id":23073024642,"package_name":"executing","ecosystem":"pypi","requirements":"==2.2.0","direct":true,"kind":"runtime","optional":false},{"id":23073024643,"package_name":"fastapi","ecosystem":"pypi","requirements":"==0.115.12","direct":true,"kind":"runtime","optional":false},{"id":23073024644,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.18.0","direct":true,"kind":"runtime","optional":false},{"id":23073024645,"package_name":"filetype","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":23073024646,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"==25.2.10","direct":true,"kind":"runtime","optional":false},{"id":23073024647,"package_name":"fonttools","ecosystem":"pypi","requirements":"==4.57.0","direct":true,"kind":"runtime","optional":false},{"id":23073024648,"package_name":"frozenlist","ecosystem":"pypi","requirements":"==1.6.0","direct":true,"kind":"runtime","optional":false},{"id":23073024649,"package_name":"fsspec","ecosystem":"pypi","requirements":"==2024.12.0","direct":true,"kind":"runtime","optional":false},{"id":23073024650,"package_name":"gitdb","ecosystem":"pypi","requirements":"==4.0.12","direct":true,"kind":"runtime","optional":false},{"id":23073024651,"package_name":"gitpython","ecosystem":"pypi","requirements":"==3.1.44","direct":true,"kind":"runtime","optional":false},{"id":23073024652,"package_name":"google-auth","ecosystem":"pypi","requirements":"==2.40.1","direct":true,"kind":"runtime","optional":false},{"id":23073024653,"package_name":"googleapis-common-protos","ecosystem":"pypi","requirements":"==1.70.0","direct":true,"kind":"runtime","optional":false},{"id":23073024654,"package_name":"graphql-core","ecosystem":"pypi","requirements":"==3.2.6","direct":true,"kind":"runtime","optional":false},{"id":23073024655,"package_name":"greenlet","ecosystem":"pypi","requirements":"==3.2.1","direct":true,"kind":"runtime","optional":false},{"id":23073024656,"package_name":"grpc-interceptor","ecosystem":"pypi","requirements":"==0.15.4","direct":true,"kind":"runtime","optional":false},{"id":23073024657,"package_name":"grpcio","ecosystem":"pypi","requirements":"==1.71.0","direct":true,"kind":"runtime","optional":false},{"id":23073024658,"package_name":"h11","ecosystem":"pypi","requirements":"==0.16.0","direct":true,"kind":"runtime","optional":false},{"id":23073024659,"package_name":"hf-xet","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":23073024660,"package_name":"httpcore","ecosystem":"pypi","requirements":"==1.0.9","direct":true,"kind":"runtime","optional":false},{"id":23073024661,"package_name":"httptools","ecosystem":"pypi","requirements":"==0.6.4","direct":true,"kind":"runtime","optional":false},{"id":23073024662,"package_name":"httpx","ecosystem":"pypi","requirements":"==0.28.1","direct":true,"kind":"runtime","optional":false},{"id":23073024663,"package_name":"httpx-sse","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":23073024664,"package_name":"huggingface-hub","ecosystem":"pypi","requirements":"==0.31.1","direct":true,"kind":"runtime","optional":false},{"id":23073024665,"package_name":"humanfriendly","ecosystem":"pypi","requirements":"==10.0","direct":true,"kind":"runtime","optional":false},{"id":23073024666,"package_name":"idna","ecosystem":"pypi","requirements":"==3.10","direct":true,"kind":"runtime","optional":false},{"id":23073024667,"package_name":"imageio","ecosystem":"pypi","requirements":"==2.37.0","direct":true,"kind":"runtime","optional":false},{"id":23073024668,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"==8.6.1","direct":true,"kind":"runtime","optional":false},{"id":23073024669,"package_name":"importlib-resources","ecosystem":"pypi","requirements":"==6.5.2","direct":true,"kind":"runtime","optional":false},{"id":23073024670,"package_name":"ipython","ecosystem":"pypi","requirements":"==8.36.0","direct":true,"kind":"runtime","optional":false},{"id":23073024671,"package_name":"jedi","ecosystem":"pypi","requirements":"==0.19.2","direct":true,"kind":"runtime","optional":false},{"id":23073024672,"package_name":"jinja2","ecosystem":"pypi","requirements":"==3.1.6","direct":true,"kind":"runtime","optional":false},{"id":23073024673,"package_name":"jiter","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":23073024674,"package_name":"joblib","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":23073024675,"package_name":"json-repair","ecosystem":"pypi","requirements":"==0.39.1","direct":true,"kind":"runtime","optional":false},{"id":23073024836,"package_name":"jsonlines","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":23073024837,"package_name":"jsonpatch","ecosystem":"pypi","requirements":"==1.33","direct":true,"kind":"runtime","optional":false},{"id":23073024838,"package_name":"jsonpointer","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024839,"package_name":"jsonref","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":23073024840,"package_name":"jsonschema","ecosystem":"pypi","requirements":"==4.23.0","direct":true,"kind":"runtime","optional":false},{"id":23073024841,"package_name":"jsonschema-specifications","ecosystem":"pypi","requirements":"==2025.4.1","direct":true,"kind":"runtime","optional":false},{"id":23073024842,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.4.8","direct":true,"kind":"runtime","optional":false},{"id":23073024843,"package_name":"kubernetes","ecosystem":"pypi","requirements":"==32.0.1","direct":true,"kind":"runtime","optional":false},{"id":23073024844,"package_name":"langchain","ecosystem":"pypi","requirements":"==0.3.25","direct":true,"kind":"runtime","optional":false},{"id":23073024845,"package_name":"langchain-chroma","ecosystem":"pypi","requirements":"==0.2.2","direct":true,"kind":"runtime","optional":false},{"id":23073024846,"package_name":"langchain-community","ecosystem":"pypi","requirements":"==0.3.16","direct":true,"kind":"runtime","optional":false},{"id":23073024847,"package_name":"langchain-core","ecosystem":"pypi","requirements":"==0.3.58","direct":true,"kind":"runtime","optional":false},{"id":23073024848,"package_name":"langchain-docling","ecosystem":"pypi","requirements":"==0.2.0","direct":true,"kind":"runtime","optional":false},{"id":23073024849,"package_name":"langchain-experimental","ecosystem":"pypi","requirements":"==0.3.4","direct":true,"kind":"runtime","optional":false},{"id":23073024850,"package_name":"langchain-neo4j","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":23073024851,"package_name":"langchain-ollama","ecosystem":"pypi","requirements":"==0.3.2","direct":true,"kind":"runtime","optional":false},{"id":23073024852,"package_name":"langchain-openai","ecosystem":"pypi","requirements":"==0.3.16","direct":true,"kind":"runtime","optional":false},{"id":23073024853,"package_name":"langchain-text-splitters","ecosystem":"pypi","requirements":"==0.3.8","direct":true,"kind":"runtime","optional":false},{"id":23073024854,"package_name":"langsmith","ecosystem":"pypi","requirements":"==0.3.42","direct":true,"kind":"runtime","optional":false},{"id":23073024855,"package_name":"latex2mathml","ecosystem":"pypi","requirements":"==3.78.0","direct":true,"kind":"runtime","optional":false},{"id":23073024856,"package_name":"lazy-loader","ecosystem":"pypi","requirements":"==0.4","direct":true,"kind":"runtime","optional":false},{"id":23073024857,"package_name":"lxml","ecosystem":"pypi","requirements":"==5.4.0","direct":true,"kind":"runtime","optional":false},{"id":23073024858,"package_name":"mako","ecosystem":"pypi","requirements":"==1.3.10","direct":true,"kind":"runtime","optional":false},{"id":23073024859,"package_name":"markdown-it-py","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024860,"package_name":"marko","ecosystem":"pypi","requirements":"==2.1.3","direct":true,"kind":"runtime","optional":false},{"id":23073024861,"package_name":"markupsafe","ecosystem":"pypi","requirements":"==3.0.2","direct":true,"kind":"runtime","optional":false},{"id":23073024862,"package_name":"marshmallow","ecosystem":"pypi","requirements":"==3.26.1","direct":true,"kind":"runtime","optional":false},{"id":23073024863,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.10.3","direct":true,"kind":"runtime","optional":false},{"id":23073024864,"package_name":"matplotlib-inline","ecosystem":"pypi","requirements":"==0.1.7","direct":true,"kind":"runtime","optional":false},{"id":23073024865,"package_name":"mdurl","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":23073024866,"package_name":"mmh3","ecosystem":"pypi","requirements":"==5.1.0","direct":true,"kind":"runtime","optional":false},{"id":23073024867,"package_name":"mpire","ecosystem":"pypi","requirements":"==2.10.2","direct":true,"kind":"runtime","optional":false},{"id":23073024868,"package_name":"mpmath","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":23073024869,"package_name":"multidict","ecosystem":"pypi","requirements":"==6.4.3","direct":true,"kind":"runtime","optional":false},{"id":23073024870,"package_name":"multiprocess","ecosystem":"pypi","requirements":"==0.70.18","direct":true,"kind":"runtime","optional":false},{"id":23073024871,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":23073024872,"package_name":"narwhals","ecosystem":"pypi","requirements":"==1.38.2","direct":true,"kind":"runtime","optional":false},{"id":23073024873,"package_name":"neo4j","ecosystem":"pypi","requirements":"==5.28.1","direct":true,"kind":"runtime","optional":false},{"id":23073024874,"package_name":"neo4j-graphrag","ecosystem":"pypi","requirements":"==1.7.0","direct":true,"kind":"runtime","optional":false},{"id":23073024894,"package_name":"networkx","ecosystem":"pypi","requirements":"==3.4.2","direct":true,"kind":"runtime","optional":false},{"id":23073024895,"package_name":"ninja","ecosystem":"pypi","requirements":"==1.11.1.4","direct":true,"kind":"runtime","optional":false},{"id":23073024896,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.26.4","direct":true,"kind":"runtime","optional":false},{"id":23073024897,"package_name":"oauthlib","ecosystem":"pypi","requirements":"==3.2.2","direct":true,"kind":"runtime","optional":false},{"id":23073024898,"package_name":"ollama","ecosystem":"pypi","requirements":"==0.4.8","direct":true,"kind":"runtime","optional":false},{"id":23073024899,"package_name":"onnxruntime","ecosystem":"pypi","requirements":"==1.21.1","direct":true,"kind":"runtime","optional":false},{"id":23073024900,"package_name":"openai","ecosystem":"pypi","requirements":"==1.78.0","direct":true,"kind":"runtime","optional":false},{"id":23073024902,"package_name":"opencv-python-headless","ecosystem":"pypi","requirements":"==4.11.0.86","direct":true,"kind":"runtime","optional":false},{"id":23073024903,"package_name":"openinference-instrumentation","ecosystem":"pypi","requirements":"==0.1.28","direct":true,"kind":"runtime","optional":false},{"id":23073024904,"package_name":"openinference-instrumentation-langchain","ecosystem":"pypi","requirements":"==0.1.42","direct":true,"kind":"runtime","optional":false},{"id":23073024905,"package_name":"openinference-semantic-conventions","ecosystem":"pypi","requirements":"==0.1.17","direct":true,"kind":"runtime","optional":false},{"id":23073024906,"package_name":"openpyxl","ecosystem":"pypi","requirements":"==3.1.5","direct":true,"kind":"runtime","optional":false},{"id":23073024907,"package_name":"orjson","ecosystem":"pypi","requirements":"==3.10.18","direct":true,"kind":"runtime","optional":false},{"id":23073024908,"package_name":"overrides","ecosystem":"pypi","requirements":"==7.7.0","direct":true,"kind":"runtime","optional":false},{"id":23073024909,"package_name":"packaging","ecosystem":"pypi","requirements":"==24.2","direct":true,"kind":"runtime","optional":false},{"id":23073024910,"package_name":"pandas","ecosystem":"pypi","requirements":"==2.2.3","direct":true,"kind":"runtime","optional":false},{"id":23073024911,"package_name":"parso","ecosystem":"pypi","requirements":"==0.8.4","direct":true,"kind":"runtime","optional":false},{"id":23073024912,"package_name":"pexpect","ecosystem":"pypi","requirements":"==4.9.0","direct":true,"kind":"runtime","optional":false},{"id":23073024913,"package_name":"pillow","ecosystem":"pypi","requirements":"==11.2.1","direct":true,"kind":"runtime","optional":false},{"id":23073024914,"package_name":"plotly","ecosystem":"pypi","requirements":"==6.0.1","direct":true,"kind":"runtime","optional":false},{"id":23073024915,"package_name":"pluggy","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":23073024916,"package_name":"posthog","ecosystem":"pypi","requirements":"==4.0.1","direct":true,"kind":"runtime","optional":false},{"id":23073024917,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"==3.0.51","direct":true,"kind":"runtime","optional":false},{"id":23073024918,"package_name":"propcache","ecosystem":"pypi","requirements":"==0.3.1","direct":true,"kind":"runtime","optional":false},{"id":23073024919,"package_name":"protobuf","ecosystem":"pypi","requirements":"==5.29.4","direct":true,"kind":"runtime","optional":false},{"id":23073024920,"package_name":"psutil","ecosystem":"pypi","requirements":"==7.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024921,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"==0.7.0","direct":true,"kind":"runtime","optional":false},{"id":23073024922,"package_name":"pure-eval","ecosystem":"pypi","requirements":"==0.2.3","direct":true,"kind":"runtime","optional":false},{"id":23073024923,"package_name":"pyarrow","ecosystem":"pypi","requirements":"==20.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024924,"package_name":"pyasn1","ecosystem":"pypi","requirements":"==0.6.1","direct":true,"kind":"runtime","optional":false},{"id":23073024925,"package_name":"pyasn1-modules","ecosystem":"pypi","requirements":"==0.4.2","direct":true,"kind":"runtime","optional":false},{"id":23073024926,"package_name":"pyclipper","ecosystem":"pypi","requirements":"==1.3.0.post6","direct":true,"kind":"runtime","optional":false},{"id":23073024927,"package_name":"pycparser","ecosystem":"pypi","requirements":"==2.22","direct":true,"kind":"runtime","optional":false},{"id":23073024928,"package_name":"pydantic","ecosystem":"pypi","requirements":"==2.11.4","direct":true,"kind":"runtime","optional":false},{"id":23073024929,"package_name":"pydantic-core","ecosystem":"pypi","requirements":"==2.33.2","direct":true,"kind":"runtime","optional":false},{"id":23073024930,"package_name":"pydantic-settings","ecosystem":"pypi","requirements":"==2.9.1","direct":true,"kind":"runtime","optional":false},{"id":23073024931,"package_name":"pydeck","ecosystem":"pypi","requirements":"==0.9.1","direct":true,"kind":"runtime","optional":false},{"id":23073024932,"package_name":"pygments","ecosystem":"pypi","requirements":"==2.19.1","direct":true,"kind":"runtime","optional":false},{"id":23073024933,"package_name":"pylatexenc","ecosystem":"pypi","requirements":"==2.10","direct":true,"kind":"runtime","optional":false},{"id":23073024934,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.2.3","direct":true,"kind":"runtime","optional":false},{"id":23073024935,"package_name":"pypdf","ecosystem":"pypi","requirements":"==5.4.0","direct":true,"kind":"runtime","optional":false},{"id":23073024936,"package_name":"pypdfium2","ecosystem":"pypi","requirements":"==4.30.1","direct":true,"kind":"runtime","optional":false},{"id":23073024937,"package_name":"pypika","ecosystem":"pypi","requirements":"==0.48.9","direct":true,"kind":"runtime","optional":false},{"id":23073024938,"package_name":"pyproject-hooks","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":23073024939,"package_name":"python-bidi","ecosystem":"pypi","requirements":"==0.6.6","direct":true,"kind":"runtime","optional":false},{"id":23073024940,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.9.0.post0","direct":true,"kind":"runtime","optional":false},{"id":23073024941,"package_name":"python-docx","ecosystem":"pypi","requirements":"==1.1.2","direct":true,"kind":"runtime","optional":false},{"id":23073024942,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":23073024943,"package_name":"python-multipart","ecosystem":"pypi","requirements":"==0.0.20","direct":true,"kind":"runtime","optional":false},{"id":23073024944,"package_name":"python-pptx","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"runtime","optional":false},{"id":23073024945,"package_name":"pytz","ecosystem":"pypi","requirements":"==2025.2","direct":true,"kind":"runtime","optional":false},{"id":23073024946,"package_name":"pyyaml","ecosystem":"pypi","requirements":"==6.0.2","direct":true,"kind":"runtime","optional":false},{"id":23073024947,"package_name":"raiutils","ecosystem":"pypi","requirements":"==0.4.2","direct":true,"kind":"runtime","optional":false},{"id":23073024952,"package_name":"referencing","ecosystem":"pypi","requirements":"==0.36.2","direct":true,"kind":"runtime","optional":false},{"id":23073024953,"package_name":"regex","ecosystem":"pypi","requirements":"==2024.11.6","direct":true,"kind":"runtime","optional":false},{"id":23073024954,"package_name":"requests","ecosystem":"pypi","requirements":"==2.32.3","direct":true,"kind":"runtime","optional":false},{"id":23073024955,"package_name":"requests-oauthlib","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024956,"package_name":"requests-toolbelt","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024957,"package_name":"rich","ecosystem":"pypi","requirements":"==14.0.0","direct":true,"kind":"runtime","optional":false},{"id":23073024958,"package_name":"rpds-py","ecosystem":"pypi","requirements":"==0.24.0","direct":true,"kind":"runtime","optional":false},{"id":23073024959,"package_name":"rsa","ecosystem":"pypi","requirements":"==4.9.1","direct":true,"kind":"runtime","optional":false},{"id":23073024960,"package_name":"rtree","ecosystem":"pypi","requirements":"==1.4.0","direct":true,"kind":"runtime","optional":false},{"id":23073024961,"package_name":"safetensors","ecosystem":"pypi","requirements":"==0.5.3","direct":true,"kind":"runtime","optional":false},{"id":23073024962,"package_name":"scikit-image","ecosystem":"pypi","requirements":"==0.25.2","direct":true,"kind":"runtime","optional":false},{"id":23073024963,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.6.1","direct":true,"kind":"runtime","optional":false},{"id":23073024964,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.15.3","direct":true,"kind":"runtime","optional":false},{"id":23073024965,"package_name":"semchunk","ecosystem":"pypi","requirements":"==2.2.2","direct":true,"kind":"runtime","optional":false},{"id":23073024966,"package_name":"sentence-transformers","ecosystem":"pypi","requirements":"==4.1.0","direct":true,"kind":"runtime","optional":false},{"id":23073024967,"package_name":"shapely","ecosystem":"pypi","requirements":"==2.1.0","direct":true,"kind":"runtime","optional":false},{"id":23073024968,"package_name":"shellingham","ecosystem":"pypi","requirements":"==1.5.4","direct":true,"kind":"runtime","optional":false},{"id":23073024969,"package_name":"simplejson","ecosystem":"pypi","requirements":"==3.20.1","direct":true,"kind":"runtime","optional":false},{"id":23073024970,"package_name":"six","ecosystem":"pypi","requirements":"==1.17.0","direct":true,"kind":"runtime","optional":false},{"id":23073024971,"package_name":"smmap","ecosystem":"pypi","requirements":"==5.0.2","direct":true,"kind":"runtime","optional":false},{"id":23073024972,"package_name":"sniffio","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":23073024973,"package_name":"soupsieve","ecosystem":"pypi","requirements":"==2.7","direct":true,"kind":"runtime","optional":false},{"id":23073024974,"package_name":"sqlalchemy","ecosystem":"pypi","requirements":"==2.0.40","direct":true,"kind":"runtime","optional":false},{"id":23073024975,"package_name":"sqlean-py","ecosystem":"pypi","requirements":"==3.49.1","direct":true,"kind":"runtime","optional":false},{"id":23073025054,"package_name":"stack-data","ecosystem":"pypi","requirements":"==0.6.3","direct":true,"kind":"runtime","optional":false},{"id":23073025055,"package_name":"starlette","ecosystem":"pypi","requirements":"==0.46.2","direct":true,"kind":"runtime","optional":false},{"id":23073025056,"package_name":"strawberry-graphql","ecosystem":"pypi","requirements":"==0.266.1","direct":true,"kind":"runtime","optional":false},{"id":23073025065,"package_name":"streamlit","ecosystem":"pypi","requirements":"==1.45.0","direct":true,"kind":"runtime","optional":false},{"id":23073025066,"package_name":"sympy","ecosystem":"pypi","requirements":"==1.14.0","direct":true,"kind":"runtime","optional":false},{"id":23073025067,"package_name":"tabulate","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":23073025068,"package_name":"tenacity","ecosystem":"pypi","requirements":"==9.1.2","direct":true,"kind":"runtime","optional":false},{"id":23073025069,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"==3.6.0","direct":true,"kind":"runtime","optional":false},{"id":23073025070,"package_name":"tifffile","ecosystem":"pypi","requirements":"==2025.3.30","direct":true,"kind":"runtime","optional":false},{"id":23073025071,"package_name":"tiktoken","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":23073025072,"package_name":"tokenizers","ecosystem":"pypi","requirements":"==0.19.1","direct":true,"kind":"runtime","optional":false},{"id":23073025073,"package_name":"toml","ecosystem":"pypi","requirements":"==0.10.2","direct":true,"kind":"runtime","optional":false},{"id":23073025074,"package_name":"tomli","ecosystem":"pypi","requirements":"==2.2.1","direct":true,"kind":"runtime","optional":false},{"id":23073025075,"package_name":"torch","ecosystem":"pypi","requirements":"==2.2.2","direct":true,"kind":"runtime","optional":false},{"id":23073025076,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.17.2","direct":true,"kind":"runtime","optional":false},{"id":23073025077,"package_name":"tornado","ecosystem":"pypi","requirements":"==6.4.2","direct":true,"kind":"runtime","optional":false},{"id":23073025078,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.67.1","direct":true,"kind":"runtime","optional":false},{"id":23073025079,"package_name":"traitlets","ecosystem":"pypi","requirements":"==5.14.3","direct":true,"kind":"runtime","optional":false},{"id":23073025080,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.42.4","direct":true,"kind":"runtime","optional":false},{"id":23073025081,"package_name":"typer","ecosystem":"pypi","requirements":"==0.15.3","direct":true,"kind":"runtime","optional":false},{"id":23073025082,"package_name":"types-pyyaml","ecosystem":"pypi","requirements":"==6.0.12.20250402","direct":true,"kind":"runtime","optional":false},{"id":23073025137,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"==4.13.2","direct":true,"kind":"runtime","optional":false},{"id":23073025138,"package_name":"typing-inspect","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":23073025139,"package_name":"typing-inspection","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":23073025140,"package_name":"tzdata","ecosystem":"pypi","requirements":"==2025.2","direct":true,"kind":"runtime","optional":false},{"id":23073025141,"package_name":"urllib3","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":23073025142,"package_name":"uvicorn","ecosystem":"pypi","requirements":"==0.34.2","direct":true,"kind":"runtime","optional":false},{"id":23073025143,"package_name":"uvloop","ecosystem":"pypi","requirements":"==0.21.0","direct":true,"kind":"runtime","optional":false},{"id":23073025144,"package_name":"watchfiles","ecosystem":"pypi","requirements":"==1.0.5","direct":true,"kind":"runtime","optional":false},{"id":23073025145,"package_name":"wcwidth","ecosystem":"pypi","requirements":"==0.2.13","direct":true,"kind":"runtime","optional":false},{"id":23073025146,"package_name":"websocket-client","ecosystem":"pypi","requirements":"==1.8.0","direct":true,"kind":"runtime","optional":false},{"id":23073025147,"package_name":"websockets","ecosystem":"pypi","requirements":"==15.0.1","direct":true,"kind":"runtime","optional":false},{"id":23073025148,"package_name":"wrapt","ecosystem":"pypi","requirements":"==1.17.2","direct":true,"kind":"runtime","optional":false},{"id":23073025149,"package_name":"xlsxwriter","ecosystem":"pypi","requirements":"==3.2.3","direct":true,"kind":"runtime","optional":false},{"id":23073025150,"package_name":"yarl","ecosystem":"pypi","requirements":"==1.20.0","direct":true,"kind":"runtime","optional":false},{"id":23073025151,"package_name":"zipp","ecosystem":"pypi","requirements":"==3.21.0","direct":true,"kind":"runtime","optional":false},{"id":23073025152,"package_name":"zstandard","ecosystem":"pypi","requirements":"==0.23.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:48.593Z","updated_at":"2025-10-07T08:09:04.342Z","avatar_url":"https://github.com/gaganpre.png","language":"Jupyter Notebook","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/17482","html_url":"https://science.ecosyste.ms/projects/17482","bibtex_url":"https://science.ecosyste.ms/projects/17482/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/17482/export.apalike"}