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Integrate API Flask to generate Swagger API documentation, through\r\nhttp://ragflow_host:ragflow_port/v1/docs visit\r\n2. Refactored http_token_auth\r\n```\r\nclass AuthUser:\r\n    def __init__(self, tenant_id, token):\r\n        self.id = tenant_id\r\n        self.token = token\r\n\r\n    def get_token(self):\r\n        return self.token\r\n\r\n\r\n@http_token_auth.verify_token\r\ndef verify_token(token: str) -> Union[AuthUser, None]:\r\n    try:\r\n        objs = APIToken.query(token=token)\r\n        if objs:\r\n            api_token = objs[0]\r\n            user = AuthUser(api_token.tenant_id, api_token.token)\r\n            return user\r\n    except Exception as e:\r\n        server_error_response(e)\r\n    return None\r\n\r\n# resources api\r\n@manager.auth_required(http_token_auth)\r\ndef get_all_datasets(query_data):\r\n\t....\r\n```\r\n3. Refactored the Datasets (Knowledgebase) API to extract the\r\nimplementation logic into the api/apps/services directory\r\n\r\n![image](https://github.com/user-attachments/assets/ad1f16f1-b0ce-4301-855f-6e162163f99a)\r\n4. Python SDK, I only added get_all_datasets as an attempt, Just to\r\nverify that SDK API and Server API can use the same method.\r\n```\r\nfrom ragflow.ragflow import RAGFLow\r\nragflow = RAGFLow('<ACCESS_KEY>', 'http://127.0.0.1:9380')\r\nragflow.get_all_datasets()\r\n```\r\n5. Request parameter validation, as an attempt, may not be necessary as\r\nthis feature is already present at the data model layer. This is mainly\r\neasier to test the API in Swagger Docs service\r\n```\r\nclass UpdateDatasetReq(Schema):\r\n    kb_id = fields.String(required=True)\r\n    name = fields.String(validate=validators.Length(min=1, max=128))\r\n    description = fields.String(allow_none=True)\r\n    permission = fields.String(validate=validators.OneOf(['me', 'team']))\r\n    embd_id = fields.String(validate=validators.Length(min=1, max=128))\r\n    language = fields.String(validate=validators.OneOf(['Chinese', 'English']))\r\n    parser_id = fields.String(validate=validators.OneOf([parser_type.value for parser_type in ParserType]))\r\n    parser_config = fields.Dict()\r\n    avatar = fields.String()\r\n```\r\n\r\n#### TODO\r\n\r\n1. Simultaneously supporting multiple authentication methods, so that\r\nthe Web API can use the same method as the Server API, but perhaps this\r\nfeature is not important.\r\nI tried using this method, but it was not successful. It only allows\r\ntoken authentication when not logged in, but cannot skip token\r\nauthentication when logged in 😢\r\n```\r\ndef http_basic_auth_required(func):\r\n    @wraps(func)\r\n    def decorated_view(*args, **kwargs):\r\n        if 'Authorization' in flask_request.headers:\r\n            # If the request header contains a token, skip username and password verification\r\n            return func(*args, **kwargs)\r\n        if flask_request.method in EXEMPT_METHODS or current_app.config.get(\"LOGIN_DISABLED\"):\r\n            pass\r\n        elif not current_user.is_authenticated:\r\n            return current_app.login_manager.unauthorized()\r\n\r\n        if callable(getattr(current_app, \"ensure_sync\", None)):\r\n            return current_app.ensure_sync(func)(*args, **kwargs)\r\n        return func(*args, **kwargs)\r\n\r\n    return decorated_view\r\n```\r\n2. 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Until I figure it out, I\r\ncannot modify these codes to avoid causing more problems\r\n\r\n```\r\n    for kb in kbs:\r\n        key_mapping = {\r\n            \"chunk_num\": \"chunk_count\",\r\n            \"doc_num\": \"document_count\",\r\n            \"parser_id\": \"parse_method\",\r\n            \"embd_id\": \"embedding_model\"\r\n        }\r\n        renamed_data = {}\r\n        for key, value in kb.items():\r\n            new_key = key_mapping.get(key, key)\r\n            renamed_data[new_key] = value\r\n        renamed_list.append(renamed_data)\r\n    return get_json_result(data=renamed_list)\r\n```\r\n\r\n### Type of change\r\n\r\n- [x] Refactoring","shortMessageHtmlLink":"refactor(API): Refactor datasets API (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2526128115\" data-permission-text=\"Title is private\" data-url=\"https://github.com/infiniflow/ragflow/issues/2439\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/infiniflow/ragflow/pull/2439/hovercard\" href=\"https://github.com/infiniflow/ragflow/pull/2439\">#2439</a>)"}},{"before":"7195742ca59cc854315c1e7a7422ebe123676e1a","after":"2484e26cb59c16f624f9f0d5e997350792c851dc","ref":"refs/heads/main","pushedAt":"2024-09-18T06:30:45.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"KevinHuSh","name":"Kevin Hu","path":"/KevinHuSh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/12318111?s=80&v=4"},"commit":{"message":"fix `superuser` password not base64 encoded (#2475)\n\n### What problem does this PR solve?\r\n\r\nFixes the _superuser_ `admin@ragflow.io` not being accessible due to how\r\nentered passwords are used. 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data-hovercard-type=\"issue\" data-hovercard-url=\"/infiniflow/ragflow/issues/1877/hovercard\" href=\"https://github.com/infiniflow/ragflow/issues/1877\">#1877</a> (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2526052016\" data-permission-text=\"Title is private\" data-url=\"https://github.com/infiniflow/ragflow/issues/2436\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/infiniflow/ragflow/pull/2436/hovercard\" href=\"https://github.com/infiniflow/ragflow/pull/2436\">#2436</a>)"}},{"before":"6a0702f55f8c7291a271e07abda50c49d0bf5108","after":"deeb950e1c75321e44d06771f39c98115cf2ef8a","ref":"refs/heads/main","pushedAt":"2024-09-14T07:18:34.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"KevinHuSh","name":"Kevin Hu","path":"/KevinHuSh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/12318111?s=80&v=4"},"commit":{"message":"feat: Add html to the description text of the parsing method general #336 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Include background context\r\nthat will help reviewers understand the purpose of the PR._\r\n\r\n### Type of change\r\n\r\n- [x] New Feature (non-breaking change which adds functionality)\r\n\r\n---------\r\n\r\nCo-authored-by: Kevin Hu <kevinhu.sh@gmail.com>","shortMessageHtmlLink":"update sdk document and chunk (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2524515069\" data-permission-text=\"Title is private\" data-url=\"https://github.com/infiniflow/ragflow/issues/2421\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/infiniflow/ragflow/pull/2421/hovercard\" href=\"https://github.com/infiniflow/ragflow/pull/2421\">#2421</a>)"}},{"before":"a467f31238674dfe7d25c9c044836f9ffa18ae9f","after":"7e75b9d77846591227356ce56c54344acd72f628","ref":"refs/heads/main","pushedAt":"2024-09-14T05:14:39.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"KevinHuSh","name":"Kevin Hu","path":"/KevinHuSh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/12318111?s=80&v=4"},"commit":{"message":"fix parsing spaces in russian language PDFs (#1987) (#2427)\n\n### What problem does this PR solve?\r\n\r\n[#1987](https://github.com/infiniflow/ragflow/issues/1987)\r\n\r\nWhen scanning PDF files character by character, the parser excluded\r\nspaces if the string did not match regex. Text from [Russian\r\ndocuments](https://github.com/user-attachments/files/16659706/dogovor_oferta.pdf)\r\nneeds spaces, but it does not match the regex because it uses different\r\nalphabet. That's why PDFs were parsed incorrectly and were almost\r\nunusable as source. Fixed that by adding Russian alphabet to regex.\r\n\r\nThere might be problems with other languages that use different\r\nalphabets. I additionally tested [PDF in\r\nSpanish](https://www.scusd.edu/sites/main/files/file-attachments/howtohelpyourchildsucceedinschoolspanish.pdf?1338307816)\r\nand old [a-zA-Z...] regex parses it correctly with spaces.\r\n\r\n### Type of change\r\n\r\n- [x] Bug Fix (non-breaking change which fixes an issue)","shortMessageHtmlLink":"fix parsing spaces in russian language PDFs (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2471445315\" data-permission-text=\"Title is private\" data-url=\"https://github.com/infiniflow/ragflow/issues/1987\" data-hovercard-type=\"issue\" data-hovercard-url=\"/infiniflow/ragflow/issues/1987/hovercard\" href=\"https://github.com/infiniflow/ragflow/issues/1987\">#1987</a>) (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2525980979\" data-permission-text=\"Title is private\" data-url=\"https://github.com/infiniflow/ragflow/issues/2427\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/infiniflow/ragflow/pull/2427/hovercard\" href=\"https://github.com/infiniflow/ragflow/pull/2427\">#2427</a>)"}},{"before":"54342ae0a20e7a2ffa4119f3c749bb449b6f280c","after":"a467f31238674dfe7d25c9c044836f9ffa18ae9f","ref":"refs/heads/main","pushedAt":"2024-09-14T01:34:35.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"KevinHuSh","name":"Kevin Hu","path":"/KevinHuSh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/12318111?s=80&v=4"},"commit":{"message":"minor (#2422)\n\n### What problem does this PR solve?\r\n\r\n\r\n### Type of change\r\n\r\n- [x] Documentation Update","shortMessageHtmlLink":"minor (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2524634106\" data-permission-text=\"Title is private\" data-url=\"https://github.com/infiniflow/ragflow/issues/2422\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/infiniflow/ragflow/pull/2422/hovercard\" href=\"https://github.com/infiniflow/ragflow/pull/2422\">#2422</a>)"}},{"before":"bdcf195b201f520ea09e28edfceebe673dffad6b","after":"54342ae0a20e7a2ffa4119f3c749bb449b6f280c","ref":"refs/heads/main","pushedAt":"2024-09-13T10:10:32.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"KevinHuSh","name":"Kevin Hu","path":"/KevinHuSh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/12318111?s=80&v=4"},"commit":{"message":"boost highlight performace (#2419)\n\n### What problem does this PR solve?\r\n\r\n#2415\r\n\r\n### Type of change\r\n\r\n- [x] Performance Improvement","shortMessageHtmlLink":"boost highlight performace (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2524455852\" data-permission-text=\"Title is private\" data-url=\"https://github.com/infiniflow/ragflow/issues/2419\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/infiniflow/ragflow/pull/2419/hovercard\" href=\"https://github.com/infiniflow/ragflow/pull/2419\">#2419</a>)"}},{"before":"3f571a13c2d443cec16500c807081ef99908ef77","after":"bdcf195b201f520ea09e28edfceebe673dffad6b","ref":"refs/heads/main","pushedAt":"2024-09-13T09:21:03.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"KevinHuSh","name":"Kevin Hu","path":"/KevinHuSh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/12318111?s=80&v=4"},"commit":{"message":"Initial draft of Create a General-purpose chatbot (#2411)\n\n### What problem does this PR solve?\r\n\r\n\r\n### Type of change\r\n\r\n- [x] Documentation Update","shortMessageHtmlLink":"Initial draft of Create a General-purpose chatbot (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2523811074\" data-permission-text=\"Title is private\" data-url=\"https://github.com/infiniflow/ragflow/issues/2411\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/infiniflow/ragflow/pull/2411/hovercard\" href=\"https://github.com/infiniflow/ragflow/pull/2411\">#2411</a>)"}}],"hasNextPage":true,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"Y3Vyc29yOnYyOpK7MjAyNC0wOS0xOVQwNDo1MjozNS4wMDAwMDBazwAAAAS6aobK","startCursor":"Y3Vyc29yOnYyOpK7MjAyNC0wOS0xOVQwNDo1MjozNS4wMDAwMDBazwAAAAS6aobK","endCursor":"Y3Vyc29yOnYyOpK7MjAyNC0wOS0xM1QwOToyMTowMy4wMDAwMDBazwAAAAS1Szb9"}},"title":"Activity · infiniflow/ragflow"}