{"id":106897,"name":null,"description":"Nancy's RAG backend and HTTP API/MCP server connectors.","url":"https://github.com/amberlee2427/nancy-brain","last_synced_at":"2025-09-09T04:46:12.535Z","repository":{"id":311367742,"uuid":"1043403236","full_name":"AmberLee2427/nancy-brain","owner":"AmberLee2427","description":"Nancy's RAG backend and HTTP API/MCP server connectors.","archived":false,"fork":false,"pushed_at":"2025-09-06T23:16:58.000Z","size":2397,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-07T01:14:03.851Z","etag":null,"topics":["embeddings","http","mcp","mcp-server","python","rag","rag-chatbot","sql"],"latest_commit_sha":null,"homepage":"https://amberlee2427.github.io/nancy-brain/","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/AmberLee2427.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-08-23T19:23:38.000Z","updated_at":"2025-09-06T23:17:01.000Z","dependencies_parsed_at":"2025-08-24T11:25:51.944Z","dependency_job_id":"21a380b2-c09a-4bbb-876e-9ae9572f3526","html_url":"https://github.com/AmberLee2427/nancy-brain","commit_stats":null,"previous_names":["amberlee2427/nancy-brain"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/AmberLee2427/nancy-brain","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AmberLee2427","download_url":"https://codeload.github.com/AmberLee2427/nancy-brain/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274244242,"owners_count":25248157,"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":"2025-09-09T02:00:10.223Z","response_time":80,"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":"AmberLee2427","name":"Amber","uuid":"26697369","kind":"user","description":"","email":"","website":null,"location":"New Zealand","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/26697369?u=8f62a50936ce34adab5333e4bdc9b908e2ddcf2a\u0026v=4","repositories_count":1,"last_synced_at":"2024-01-09T00:24:12.354Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AmberLee2427","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2024-01-09T00:24:12.377Z","updated_at":"2024-01-09T00:24:12.377Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AmberLee2427","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AmberLee2427/repositories"},"packages":[{"id":12037163,"name":"nancy-brain","ecosystem":"pypi","description":"Turn any GitHub repository into a searchable knowledge base for AI agents","homepage":"https://github.com/AmberLee2427/nancy-brain","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/AmberLee2427/nancy-brain","keywords_array":["AI","RAG","embeddings","github","knowledge-base","research","search"],"namespace":null,"versions_count":4,"first_release_published_at":"2025-08-24T18:58:25.000Z","latest_release_published_at":"2025-08-28T18:55:52.000Z","latest_release_number":"0.1.5","last_synced_at":"2025-09-07T01:21:56.888Z","created_at":"2025-08-24T19:02:28.704Z","updated_at":"2025-09-07T15:08:56.898Z","registry_url":"https://pypi.org/project/nancy-brain/","install_command":"pip install nancy-brain --index-url https://pypi.org/simple","documentation_url":"https://github.com/AmberLee2427/nancy-brain/blob/main/README.md","metadata":{"funding":null,"documentation":"https://github.com/AmberLee2427/nancy-brain/blob/main/README.md","classifiers":["Development Status :: 4 - Beta","Environment :: Console","Environment :: Web Environment","Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Scientific/Engineering :: Information Analysis","Topic :: Software Development :: Libraries :: Python Modules","Topic :: Text Processing :: Indexing"],"normalized_name":"nancy-brain","project_status":null},"repo_metadata":{"id":311367742,"uuid":"1043403236","full_name":"AmberLee2427/nancy-brain","owner":"AmberLee2427","description":"Nancy's RAG backend and HTTP API/MCP server connectors.","archived":false,"fork":false,"pushed_at":"2025-09-06T23:16:58.000Z","size":2397,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-07T01:14:03.851Z","etag":null,"topics":["embeddings","http","mcp","mcp-server","python","rag","rag-chatbot","sql"],"latest_commit_sha":null,"homepage":"https://amberlee2427.github.io/nancy-brain/","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/AmberLee2427.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-08-23T19:23:38.000Z","updated_at":"2025-09-06T23:17:01.000Z","dependencies_parsed_at":"2025-08-24T11:25:51.944Z","dependency_job_id":"21a380b2-c09a-4bbb-876e-9ae9572f3526","html_url":"https://github.com/AmberLee2427/nancy-brain","commit_stats":null,"previous_names":["amberlee2427/nancy-brain"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/AmberLee2427/nancy-brain","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AmberLee2427","download_url":"https://codeload.github.com/AmberLee2427/nancy-brain/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274052190,"owners_count":25214084,"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":"2025-09-07T02:00:09.463Z","response_time":67,"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_record":{"login":"AmberLee2427","name":"Amber","uuid":"26697369","kind":"user","description":"","email":"","website":null,"location":"New Zealand","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/26697369?u=8f62a50936ce34adab5333e4bdc9b908e2ddcf2a\u0026v=4","repositories_count":1,"last_synced_at":"2024-01-09T00:24:12.354Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AmberLee2427","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2024-01-09T00:24:12.377Z","updated_at":"2024-01-09T00:24:12.377Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AmberLee2427","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AmberLee2427/repositories"},"tags":[{"name":"v0.1.3","sha":"97642e6a3754ae37222f935416703ad2569c7d70","kind":"tag","published_at":"2025-08-24T20:36:32.000Z","download_url":"https://codeload.github.com/AmberLee2427/nancy-brain/tar.gz/v0.1.3","html_url":"https://github.com/AmberLee2427/nancy-brain/releases/tag/v0.1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/AmberLee2427/nancy-brain@v0.1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/tags/v0.1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/tags/v0.1.3/manifests"},{"name":"v0.1.2","sha":"fefd36da8668ff9226b45d18f7543cd7bba74ad6","kind":"tag","published_at":"2025-08-24T19:21:23.000Z","download_url":"https://codeload.github.com/AmberLee2427/nancy-brain/tar.gz/v0.1.2","html_url":"https://github.com/AmberLee2427/nancy-brain/releases/tag/v0.1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/AmberLee2427/nancy-brain@v0.1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/tags/v0.1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/tags/v0.1.2/manifests"},{"name":"v0.1.1","sha":"b6d49e4fe696032bdb2750e1d9f44b860532b507","kind":"tag","published_at":"2025-08-24T18:32:19.000Z","download_url":"https://codeload.github.com/AmberLee2427/nancy-brain/tar.gz/v0.1.1","html_url":"https://github.com/AmberLee2427/nancy-brain/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/AmberLee2427/nancy-brain@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/tags/v0.1.1/manifests"}]},"repo_metadata_updated_at":"2025-09-07T15:08:56.898Z","dependent_packages_count":0,"downloads":444,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":48.70915229962821,"dependent_packages_count":8.643954186459943,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":28.676553243044076},"purl":"pkg:pypi/nancy-brain","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/nancy-brain","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/nancy-brain","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/nancy-brain/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":null,"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/nancy-brain/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/nancy-brain/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/nancy-brain/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/nancy-brain/related_packages","maintainers":[{"uuid":"AmberLee2427","login":"AmberLee2427","name":null,"email":null,"url":null,"packages_count":6,"html_url":"https://pypi.org/user/AmberLee2427/","role":"Owner","created_at":"2025-08-24T20:23:42.510Z","updated_at":"2025-08-24T20:23:42.510Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/AmberLee2427/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726382,"maintainers_count":308846,"namespaces_count":0,"keywords_count":238245,"github":"pypi","metadata":{"funded_packages_count":50579},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-08T05:32:36.857Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":10991875,"full_name":"AmberLee2427/nancy-brain","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":"2025-09-07T15:08:49.116Z","updated_at":"2025-09-07T15:08:49.116Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmberLee2427%2Fnancy-brain/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5505610,"commits_count":857644976,"contributors_count":31373693,"owners_count":914464,"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":"amberlee2427/nancy-brain","html_url":"https://github.com/amberlee2427/nancy-brain","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":"2025-09-09T04:45:33.603Z","updated_at":"2025-09-09T04:45:33.603Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/amberlee2427%2Fnancy-brain","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/amberlee2427%2Fnancy-brain/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":"2025-09-09T00:00:11.778Z","repositories_count":10176360,"issues_count":31915170,"pull_requests_count":100075390,"authors_count":10735764,"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":{"ReleaseEvent":1,"PushEvent":28,"CreateEvent":4},"last_year":{"ReleaseEvent":1,"PushEvent":28,"CreateEvent":4}},"keywords":["embeddings","http","mcp","mcp-server","python","rag","rag-chatbot","sql"],"dependencies":[{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-08-24T11:25:50.311Z","updated_at":"2025-08-24T11:25:50.311Z","repository_link":"https://github.com/AmberLee2427/nancy-brain/blob/main/pyproject.toml","dependencies":[{"id":24813680188,"package_name":"aiohttp","ecosystem":"pypi","requirements":"\u003e=3.8.0","direct":true,"kind":"runtime","optional":false},{"id":24813680189,"package_name":"slack-sdk","ecosystem":"pypi","requirements":"\u003e=3.18.0","direct":true,"kind":"runtime","optional":false},{"id":24813680190,"package_name":"slack-bolt","ecosystem":"pypi","requirements":"\u003e=1.18.0","direct":true,"kind":"runtime","optional":false},{"id":24813680191,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"\u003e=1.0.0","direct":true,"kind":"runtime","optional":false},{"id":24813680192,"package_name":"pyyaml","ecosystem":"pypi","requirements":"\u003e=5.3","direct":true,"kind":"runtime","optional":false},{"id":24813680193,"package_name":"txtai","ecosystem":"pypi","requirements":"\u003e=7.0.0","direct":true,"kind":"runtime","optional":false},{"id":24813680194,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.28.0","direct":true,"kind":"runtime","optional":false},{"id":24813680195,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.12.1","direct":true,"kind":"runtime","optional":false},{"id":24813680196,"package_name":"faiss-cpu","ecosystem":"pypi","requirements":"\u003e=1.7.1.post2","direct":true,"kind":"runtime","optional":false},{"id":24813680197,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003e=4.45.0","direct":true,"kind":"runtime","optional":false},{"id":24813680198,"package_name":"regex","ecosystem":"pypi","requirements":"\u003e=2022.8.17","direct":true,"kind":"runtime","optional":false},{"id":24813680199,"package_name":"nb4llm","ecosystem":"pypi","requirements":"\u003e=0.1.3","direct":true,"kind":"runtime","optional":false},{"id":24813680200,"package_name":"fastapi","ecosystem":"pypi","requirements":"\u003e=0.104.0","direct":true,"kind":"runtime","optional":false},{"id":24813680201,"package_name":"uvicorn","ecosystem":"pypi","requirements":"\u003e=0.24.0","direct":true,"kind":"runtime","optional":false},{"id":24813680202,"package_name":"pydantic","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false},{"id":24813680203,"package_name":"mcp","ecosystem":"pypi","requirements":"\u003e=1.13.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-08T22:27:41.488Z","updated_at":"2025-10-07T08:31:55.256Z","avatar_url":"https://github.com/AmberLee2427.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":444,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/106897","html_url":"https://science.ecosyste.ms/projects/106897"}