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pypika\n", " Building wheel for chroma-hnswlib (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for chroma-hnswlib: filename=chroma_hnswlib-0.7.3-cp312-cp312-linux_x86_64.whl size=2530624 sha256=cfb7c4233201f791e3b770d12c5a47fc8f74b3397930b8f9712b34f04a3d08e6\n", " Stored in directory: /root/.cache/pip/wheels/6d/14/b5/68c4f2e056600c0348a94efba92dc975686ab72b714e0ca3d6\n", " Building wheel for pypika (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for pypika: filename=pypika-0.48.9-py2.py3-none-any.whl size=53803 sha256=f7b67a279501cdefd52d9ec7e79978830d53b93db3706be140bcc4936a23c1eb\n", " Stored in directory: /root/.cache/pip/wheels/d5/3d/69/8d68d249cd3de2584f226e27fd431d6344f7d70fd856ebd01b\n", "Successfully built chroma-hnswlib pypika\n", "Installing collected packages: ratelimiter, pypika, monotonic, durationpy, appdirs, wsproto, uvloop, typing-extensions, types-requests, semver, regex, pytube, python-rapidjson, python-dotenv, pysbd, pypdf, py, pulsar-client, pfzy, packaging, outcome, opentelemetry-util-http, opentelemetry-proto, numpy, nodeenv, mypy-extensions, mutagen, mmh3, humanfriendly, httpx-sse, httptools, fsspec, fastavro, docstring-parser, deprecated, contextlib2, click, bcrypt, backoff, asgiref, yt_dlp, youtube-transcript-api, typing-inspect, typer, tritonclient, trio, tiktoken, schema, retry, pyright, pynacl, pylance, posthog, opentelemetry-exporter-otlp-proto-common, opentelemetry-api, marshmallow, inquirerpy, gptcache, deprecation, coloredlogs, clarifai-grpc, chroma-hnswlib, watchfiles, trio-websocket, opentelemetry-semantic-conventions, onnxruntime, kubernetes, dataclasses-json, selenium, PyGithub, opentelemetry-sdk, opentelemetry-instrumentation, langsmith, lancedb, cohere, opentelemetry-instrumentation-asgi, opentelemetry-exporter-otlp-proto-http, opentelemetry-exporter-otlp-proto-grpc, langchain-core, instructor, google-cloud-bigquery, opentelemetry-instrumentation-fastapi, langchain-text-splitters, langchain-openai, langchain_community, langchain-cohere, langchain, chromadb, clarifai-protocol, clarifai, embedchain, crewai_tools, crewai\n", " Attempting uninstall: typing-extensions\n", " Found existing installation: typing_extensions 4.15.0\n", " Uninstalling typing_extensions-4.15.0:\n", " Successfully uninstalled typing_extensions-4.15.0\n", " Attempting uninstall: regex\n", " Found existing installation: regex 2024.11.6\n", " Uninstalling regex-2024.11.6:\n", " Successfully uninstalled regex-2024.11.6\n", " Attempting uninstall: python-dotenv\n", " Found existing installation: python-dotenv 1.1.1\n", " Uninstalling python-dotenv-1.1.1:\n", " Successfully uninstalled python-dotenv-1.1.1\n", " Attempting uninstall: packaging\n", " Found existing installation: packaging 25.0\n", " Uninstalling packaging-25.0:\n", " Successfully uninstalled packaging-25.0\n", " Attempting uninstall: numpy\n", " Found existing installation: numpy 2.0.2\n", " Uninstalling numpy-2.0.2:\n", " Successfully uninstalled numpy-2.0.2\n", " Attempting uninstall: httpx-sse\n", " Found existing installation: httpx-sse 0.4.1\n", " Uninstalling httpx-sse-0.4.1:\n", " Successfully uninstalled httpx-sse-0.4.1\n", " Attempting uninstall: fsspec\n", " Found existing installation: fsspec 2025.3.0\n", " Uninstalling fsspec-2025.3.0:\n", " Successfully uninstalled fsspec-2025.3.0\n", " Attempting uninstall: docstring-parser\n", " Found existing installation: docstring_parser 0.17.0\n", " Uninstalling docstring_parser-0.17.0:\n", " Successfully uninstalled docstring_parser-0.17.0\n", " Attempting uninstall: click\n", " Found existing installation: click 8.2.1\n", " Uninstalling click-8.2.1:\n", " Successfully uninstalled click-8.2.1\n", " Attempting uninstall: typer\n", " Found existing installation: typer 0.17.4\n", " Uninstalling typer-0.17.4:\n", " Successfully uninstalled typer-0.17.4\n", " Attempting uninstall: tiktoken\n", " Found existing installation: tiktoken 0.11.0\n", " Uninstalling tiktoken-0.11.0:\n", " Successfully uninstalled tiktoken-0.11.0\n", " Attempting uninstall: opentelemetry-api\n", " Found existing installation: opentelemetry-api 1.36.0\n", " Uninstalling opentelemetry-api-1.36.0:\n", " Successfully uninstalled opentelemetry-api-1.36.0\n", " Attempting uninstall: opentelemetry-semantic-conventions\n", " Found existing installation: opentelemetry-semantic-conventions 0.57b0\n", " Uninstalling opentelemetry-semantic-conventions-0.57b0:\n", " Successfully uninstalled opentelemetry-semantic-conventions-0.57b0\n", " Attempting uninstall: opentelemetry-sdk\n", " Found existing installation: opentelemetry-sdk 1.36.0\n", " Uninstalling opentelemetry-sdk-1.36.0:\n", " Successfully uninstalled opentelemetry-sdk-1.36.0\n", " Attempting uninstall: langsmith\n", " Found existing installation: langsmith 0.4.27\n", " Uninstalling langsmith-0.4.27:\n", " Successfully uninstalled langsmith-0.4.27\n", " Attempting uninstall: langchain-core\n", " Found existing installation: langchain-core 0.3.75\n", " Uninstalling langchain-core-0.3.75:\n", " Successfully uninstalled langchain-core-0.3.75\n", " Attempting uninstall: google-cloud-bigquery\n", " Found existing installation: google-cloud-bigquery 3.37.0\n", " Uninstalling google-cloud-bigquery-3.37.0:\n", " Successfully uninstalled google-cloud-bigquery-3.37.0\n", " Attempting uninstall: langchain-text-splitters\n", " Found existing installation: langchain-text-splitters 0.3.11\n", " Uninstalling langchain-text-splitters-0.3.11:\n", " Successfully uninstalled langchain-text-splitters-0.3.11\n", " Attempting uninstall: langchain\n", " Found existing installation: langchain 0.3.27\n", " Uninstalling langchain-0.3.27:\n", " Successfully uninstalled langchain-0.3.27\n", "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", "thinc 8.3.6 requires numpy<3.0.0,>=2.0.0, but you have numpy 1.26.4 which is incompatible.\n", "bigframes 2.19.0 requires google-cloud-bigquery[bqstorage,pandas]>=3.31.0, but you have google-cloud-bigquery 3.30.0 which is incompatible.\n", "gradio 5.44.1 requires typer<1.0,>=0.12; sys_platform != \"emscripten\", but you have typer 0.9.4 which is incompatible.\n", "db-dtypes 1.4.3 requires packaging>=24.2.0, but you have packaging 23.2 which is incompatible.\n", "google-adk 1.13.0 requires click<9.0.0,>=8.1.8, but you have click 8.1.7 which is incompatible.\n", "gcsfs 2025.3.0 requires fsspec==2025.3.0, but you have fsspec 2024.6.1 which is incompatible.\n", "opencv-python-headless 4.12.0.88 requires numpy<2.3.0,>=2; python_version >= \"3.9\", but you have numpy 1.26.4 which is incompatible.\n", "xarray 2025.9.0 requires packaging>=24.1, but you have packaging 23.2 which is incompatible.\n", "opencv-python 4.12.0.88 requires numpy<2.3.0,>=2; python_version >= \"3.9\", but you have numpy 1.26.4 which is incompatible.\n", "opencv-contrib-python 4.12.0.88 requires numpy<2.3.0,>=2; python_version >= \"3.9\", but you have numpy 1.26.4 which is incompatible.\u001b[0m\u001b[31m\n", "\u001b[0mSuccessfully installed PyGithub-1.59.1 appdirs-1.4.4 asgiref-3.9.1 backoff-2.2.1 bcrypt-4.3.0 chroma-hnswlib-0.7.3 chromadb-0.4.24 clarifai-10.11.1 clarifai-grpc-11.8.2 clarifai-protocol-0.0.14 click-8.1.7 cohere-5.18.0 coloredlogs-15.0.1 contextlib2-21.6.0 crewai-0.28.8 crewai_tools-0.1.6 dataclasses-json-0.6.7 deprecated-1.2.18 deprecation-2.1.0 docstring-parser-0.15 durationpy-0.10 embedchain-0.1.113 fastavro-1.12.0 fsspec-2024.6.1 google-cloud-bigquery-3.30.0 gptcache-0.1.44 httptools-0.6.4 httpx-sse-0.4.0 humanfriendly-10.0 inquirerpy-0.3.4 instructor-0.5.2 kubernetes-33.1.0 lancedb-0.5.7 langchain-0.1.13 langchain-cohere-0.1.5 langchain-core-0.1.53 langchain-openai-0.1.7 langchain-text-splitters-0.0.2 langchain_community-0.0.29 langsmith-0.1.147 marshmallow-3.26.1 mmh3-5.2.0 monotonic-1.6 mutagen-1.47.0 mypy-extensions-1.1.0 nodeenv-1.9.1 numpy-1.26.4 onnxruntime-1.22.1 opentelemetry-api-1.37.0 opentelemetry-exporter-otlp-proto-common-1.37.0 opentelemetry-exporter-otlp-proto-grpc-1.37.0 opentelemetry-exporter-otlp-proto-http-1.37.0 opentelemetry-instrumentation-0.58b0 opentelemetry-instrumentation-asgi-0.58b0 opentelemetry-instrumentation-fastapi-0.58b0 opentelemetry-proto-1.37.0 opentelemetry-sdk-1.37.0 opentelemetry-semantic-conventions-0.58b0 opentelemetry-util-http-0.58b0 outcome-1.3.0.post0 packaging-23.2 pfzy-0.3.4 posthog-3.25.0 pulsar-client-3.8.0 py-1.11.0 pylance-0.9.18 pynacl-1.6.0 pypdf-4.3.1 pypika-0.48.9 pyright-1.1.405 pysbd-0.3.4 python-dotenv-1.0.0 python-rapidjson-1.21 pytube-15.0.0 ratelimiter-1.2.0.post0 regex-2023.12.25 retry-0.9.2 schema-0.7.5 selenium-4.35.0 semver-3.0.4 tiktoken-0.7.0 trio-0.30.0 trio-websocket-0.12.2 tritonclient-2.60.0 typer-0.9.4 types-requests-2.32.4.20250913 typing-extensions-4.14.1 typing-inspect-0.9.0 uvloop-0.21.0 watchfiles-1.1.0 wsproto-1.2.0 youtube-transcript-api-0.6.3 yt_dlp-2023.12.30\n" ] }, { "output_type": "display_data", "data": { "application/vnd.colab-display-data+json": { "pip_warning": { "packages": [ "google", "numpy", "packaging" ] }, "id": "399a22b4056849feac16278393b99250" } }, "metadata": {} } ], "source": [ "!pip install crewai==0.28.8 crewai_tools==0.1.6 langchain_community==0.0.29" ] }, { "cell_type": "code", "source": [ "import os\n", "\n", "from crewai_tools import tool, SerperDevTool, ScrapeWebsiteTool, WebsiteSearchTool\n", "from crewai import Agent, Task, Crew, Process\n", "from langchain_openai import ChatOpenAI" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "T8q8TY_pC1Gq", "outputId": "a3c53a13-ae41-466e-809b-fd0407795fab" }, "execution_count": 1, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/usr/local/lib/python3.12/dist-packages/pydantic/_internal/_generate_schema.py:918: UserWarning: Mixing V1 models and V2 models (or constructs, like `TypeAdapter`) is not supported. Please upgrade `CrewAgentExecutor` to V2.\n", " warn(\n" ] } ] }, { "cell_type": "code", "source": [ "# Função para ler a chave de API do OpenAI\n", "def get_openai_api_key():\n", " with open('API_OpenAI_SEPEI.txt', 'r') as file:\n", " return file.read().strip()\n", "\n", "# Função para ler a chave de API do Serper\n", "def get_serper_api_key():\n", " with open('API_Serper.txt', 'r') as file:\n", " return file.read().strip()\n", "\n", "# Configurar variáveis de ambiente\n", "openai_api_key = get_openai_api_key()\n", "serper_api_key = get_serper_api_key()\n", "\n", "os.environ[\"OPENAI_API_KEY\"] = openai_api_key\n", "os.environ[\"SERPER_API_KEY\"] = serper_api_key\n" ], "metadata": { "id": "vvSO7c4KC1D6" }, "execution_count": 2, "outputs": [] }, { "cell_type": "code", "source": [ "# Modelo LLM\n", "gpt4o_mini_llm = ChatOpenAI(model=\"gpt-4o-mini\", api_key=openai_api_key)\n", "\n", "# Ferramentas\n", "ferramenta_de_busca = SerperDevTool()\n", "ferramenta_de_raspagem = ScrapeWebsiteTool()" ], "metadata": { "id": "IOGKkelMC1BK" }, "execution_count": 3, "outputs": [] }, { "cell_type": "code", "source": [ "planejador = Agent(\n", " role=\"Planejador de Conteúdo\",\n", " goal=\"Planejar conteúdo envolvente e factualmente preciso sobre {tópico}\",\n", " backstory=(\n", " \"Você está trabalhando no planejamento de um artigo de blog \"\n", " \"sobre o tópico: {tópico}. \"\n", " \"Você coleta informações que ajudam o público a aprender algo \"\n", " \"e tomar decisões informadas. \"\n", " \"Seu trabalho é a base para que o Redator de Conteúdo escreva \"\n", " \"um artigo sobre este tópico.\"\n", " ),\n", " verbose=True,\n", " tools=[ferramenta_de_busca, ferramenta_de_raspagem],\n", " allow_delegation=False,\n", " llm=gpt4o_mini_llm\n", ")\n", "\n", "escritor = Agent(\n", " role=\"Redator de Conteúdo\",\n", " goal=\"Escrever um artigo em português do Brasil, de opinião perspicaz e factualmente preciso sobre {tópico}\",\n", " backstory=(\n", " \"Você está trabalhando na escrita de um artigo de opinião sobre o tópico: {tópico}. \"\n", " \"Você baseia sua escrita no trabalho do Planejador de Conteúdo, que fornece um esboço e contexto. \"\n", " \"Você segue os principais objetivos e fornece insights apoiados em informações do Planejador. \"\n", " \"Reconhece quando uma afirmação é opinião e quando é fato.\"\n", " ),\n", " verbose=True,\n", " tools=[ferramenta_de_busca, ferramenta_de_raspagem],\n", " allow_delegation=False,\n", " llm=gpt4o_mini_llm\n", ")\n", "\n", "editor = Agent(\n", " role=\"Editor\",\n", " goal=\"Editar um post de blog alinhado ao estilo da organização.\",\n", " backstory=(\n", " \"Você é um editor que recebe um post de blog do Redator de Conteúdo. \"\n", " \"Seu objetivo é revisar para garantir boas práticas jornalísticas, \"\n", " \"apresentar pontos de vista equilibrados e evitar polêmicas desnecessárias.\"\n", " ),\n", " verbose=True,\n", " tools=[ferramenta_de_busca, ferramenta_de_raspagem],\n", " allow_delegation=False,\n", " llm=gpt4o_mini_llm\n", ")\n" ], "metadata": { "id": "ULtBsjuSC0-a" }, "execution_count": 4, "outputs": [] }, { "cell_type": "code", "source": [ "planejamento = Task(\n", " description=(\n", " \"1. Priorizar as últimas tendências, principais players e notícias relevantes sobre {tópico}.\\n\"\n", " \"2. Identificar o público-alvo, considerando interesses e pontos de dor.\\n\"\n", " \"3. Desenvolver um esboço de conteúdo detalhado com introdução, pontos principais e call-to-action.\\n\"\n", " \"4. Incluir palavras-chave de SEO e fontes relevantes.\"\n", " ),\n", " expected_output=\"Documento de plano de conteúdo com esboço, público-alvo, palavras-chave e recursos.\",\n", " agent=planejador,\n", ")\n", "\n", "escrita = Task(\n", " description=(\n", " \"1. Use o plano de conteúdo para criar um post de blog atraente sobre {tópico}.\\n\"\n", " \"2. Incorpore palavras-chave de SEO de forma natural.\\n\"\n", " \"3. Nomeie seções de maneira envolvente.\\n\"\n", " \"4. Estruture com introdução, corpo e conclusão.\\n\"\n", " \"5. Revise erros gramaticais e alinhe com público-alvo.\"\n", " ),\n", " expected_output=\"Post de blog em português, formato markdown, pronto para publicação.\",\n", " agent=escritor,\n", ")\n", "\n", "edicao = Task(\n", " description=\"Revise o post de blog para corrigir erros e alinhar ao público-alvo.\",\n", " expected_output=\"Post revisado, pronto para publicação, em português, com seções de 3-4 parágrafos.\",\n", " agent=editor\n", ")\n" ], "metadata": { "id": "MEHisZMGC07q" }, "execution_count": 5, "outputs": [] }, { "cell_type": "code", "source": [ "crew = Crew(\n", " agents=[planejador, escritor, editor],\n", " tasks=[planejamento, escrita, edicao],\n", " verbose=2\n", ")\n" ], "metadata": { "id": "GxsCF6C5C04b" }, "execution_count": 6, "outputs": [] }, { "cell_type": "code", "source": [ "result = crew.kickoff(inputs={\"tópico\": \"Seminário de Ensino, Pesquisa e Extensão do IFSC - SEPEI\"})\n", "\n", "from IPython.display import Markdown\n", "Markdown(result)\n" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "VEGbCMKADo6a", "outputId": "66686566-b72e-426b-ea96-57187f4b0f22" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m\u001b[95m [DEBUG]: == Working Agent: Planejador de Conteúdo\u001b[00m\n", "\u001b[1m\u001b[95m [INFO]: == Starting Task: 1. Priorizar as últimas tendências, principais players e notícias relevantes sobre Seminário de Ensino, Pesquisa e Extensão do IFSC - SEPEI.\n", "2. Identificar o público-alvo, considerando interesses e pontos de dor.\n", "3. Desenvolver um esboço de conteúdo detalhado com introdução, pontos principais e call-to-action.\n", "4. Incluir palavras-chave de SEO e fontes relevantes.\u001b[00m\n", "\n", "\n", "\u001b[1m> Entering new CrewAgentExecutor chain...\u001b[0m\n", "\u001b[32;1m\u001b[1;3mAction: Search the internet \n", "Action Input: {\"search_query\": \"Seminário de Ensino, Pesquisa e Extensão do IFSC - SEPEI 2023\"} \u001b[0m\u001b[95m \n", "\n", "\n", "Search results: Title: Home | SEPEI 2023 - Galoá\n", "Link: https://eventos.galoa.com.br/sepei-2023/page/2381-home\n", "Snippet: O Seminário ocorrerá de 17 a 19 de abril de 2023, em formato híbrido, de forma presencial em Joinville, com parte de sua programação realizada de forma on-line ...\n", "---\n", "Title: sepei 2023 - Galoá Proceedings\n", "Link: https://proceedings.science/sepei-2023\n", "Snippet: O Seminário ocorrerá de 17 a 19 de abril de 2023, em formato híbrido, de forma presencial em Joinville, com parte de sua programação realizada de forma on-line ...\n", "---\n", "Title: v. 7 (2023): Anais do Seminário de Ensino, Pesquisa, Extensão e ...\n", "Link: https://periodicos.ifsc.edu.br/index.php/sepei-ifsc-anais/issue/view/123\n", "Snippet: O objetivo do evento é o objetivo de divulgar os resultados das atividades de ensino, pesquisa, extensão e inovação desenvolvidas pela comunidade acadêmica do ...\n", "---\n", "Title: Sepei 2023: Câmpus Joinville se prepara para sediar maior evento ...\n", "Link: https://www.ifsc.edu.br/en/web/noticias/w/sepei-2023-campus-joinville-se-prepara-para-sediar-maior-evento-cientifico-do-ifsc\n", "Snippet: De 17 a 19 de abril, Joinville será a casa do maior evento científico do IFSC: o 9º Seminário de Ensino, Pesquisa, Extensão e Inovação (Sepei).\n", "---\n", "Title: Feira de Inovação | SEPEI 2023 - Galoá\n", "Link: https://eventos.galoa.com.br/sepei-2023/page/2423-feira-de-inovacao\n", "Snippet: SEPEI 2023 Galoá. 9º Seminário de Ensino, Pesquisa, Extensão e Inovação do IFSC utiliza o Galoá para simplificar a gestão e aumentar o impacto do evento.\n", "---\n", "Title: IFSC on Instagram: \"Segundo dia de #Sepei2025. Vejam como foi ...\n", "Link: https://www.instagram.com/reel/DN4ga_bju-T/\n", "Snippet: 546 likes, 5 comments - ifsc on August 27, 2025: \"Segundo dia de #Sepei2025. Vejam como foi nosso Seminário de Ensino, Pesquisa, Extensão e ...\n", "---\n", "Title: IFSC on Instagram: \"Contagem regressiva para o Sepei 2025! A ...\n", "Link: https://www.instagram.com/reel/DNvVBxbXCfG/\n", "Snippet: A montagem da estrutura do evento já começou no @ifscpalhocabilingue. A abertura do 11° Seminário de Ensino, Pesquisa, Extensão e Inovação do ...\n", "---\n", "Title: ifsc - Instagram\n", "Link: https://www.instagram.com/p/CrO7MM0O31k/?hl=ar\n", "Snippet: O IFSC está com inscrições abertas, até 9 de outubro, para três cursos de mestrado profissional no @ifscfloripa: ✓Clima e Ambiente\n", "---\n", "Title: IFSC - O nosso Sepei 2023 [Seminário de Ensino, Pesquisa ...\n", "Link: https://www.facebook.com/photo.php?fbid=636296268302313&id=100057658352544&set=a.474273957837879\n", "Snippet: O nosso Sepei 2023 [Seminário de Ensino, Pesquisa, Extensão e Inovação do IFSC] já tem data, regulamento, site, inscrições abertas e o melhor de tudo: será ...\n", "---\n", "Title: Fique por dentro das notícias sobre o Seminário de ... - Instagram\n", "Link: https://www.instagram.com/p/DN9VFMVj4Fb/\n", "Snippet: O IFSC está com inscrições abertas, até 9 de outubro, para três cursos de mestrado profissional no @ifscfloripa: ✓Clima e Ambiente\n", "---\n", "\n", "\u001b[00m\n", "\u001b[32;1m\u001b[1;3mThought: I need to gather more detailed and specific information about the SEPEI event, including its purpose, audience, and recent developments to create a comprehensive content plan. \n", "Action: Read website content \n", "Action Input: {\"website_url\": \"https://eventos.galoa.com.br/sepei-2023/page/2381-home\"} \u001b[0m\u001b[95m \n", "\n", "Home | SEPEI 2023\n", "SEPEI 2023LoginToggle navigationSEPEI 2023 Home Submissão de Trabalhos Anais Online Feira de Inovação Programação Confirmação de informações Certificados Mais LoginBoas vindas ao 9º Seminário de Ensino, Pesquisa, Extensão e Inovação!\n", "O 9º Seminário de Ensino, Pesquisa, Extensão e Inovação do IFSC – SEPEI 2023 tem o objetivo de divulgar os resultados das atividades de ensino, pesquisa, extensão e inovação desenvolvidas pela comunidade acadêmica do IFSC e por estudantes egressos.\n", "O Seminário ocorrerá de 17 a 19 de abril de 2023, em formato híbrido, de forma presencial em Joinville, com parte de sua programação realizada de forma on-line com o tema “Reconectando Saberes: os novos desafios do ensino, pesquisa e extensão no IFSC”!\n", "LinksSite do EventoFale com a OrganizaçãoAjudaAcompanhe nossas redes sociais:Social mediaSEPEI 2023 Galoá9º Seminário de Ensino, Pesquisa, Extensão e Inovação do IFSC utiliza o Galoá para simplificar a gestão e aumentar o impacto do evento.Precisa de ajuda sobre como organizar sua conferência? Agende um HorárioLinksSite do EventoFale com a OrganizaçãoAjudaAcompanhe nossas redes sociais:Social mediaSEPEI 2023 Galoá9º Seminário de Ensino, Pesquisa, Extensão e Inovação do IFSC utiliza o Galoá para simplificar a gestão e aumentar o impacto do evento.Precisa de ajuda sobre como organizar sua conferência? Agende um Horário Criado com por Galoá\n", "\u001b[00m\n", "\u001b[32;1m\u001b[1;3mThought: I have gathered essential information about the SEPEI 2023, including its goals and format. Next, I need to identify the target audience and their interests or pain points to tailor the content effectively. \n", "Action: Read website content \n", "Action Input: {\"website_url\": \"https://www.ifsc.edu.br/en/web/noticias/w/sepei-2023-campus-joinville-se-prepara-para-sediar-maior-evento-cientifico-do-ifsc\"} \u001b[0m\u001b[91m \n", "\n", "I encountered an error while trying to use the tool. This was the error: HTTPSConnectionPool(host='www.ifsc.edu.br', port=443): Max retries exceeded with url: /en/web/noticias/w/sepei-2023-campus-joinville-se-prepara-para-sediar-maior-evento-cientifico-do-ifsc (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1010)'))).\n", " Tool Read website content accepts these inputs: Read website content(website_url: 'string') - A tool that can be used to read a website content.\n", "\u001b[00m\n", "\u001b[32;1m\u001b[1;3mThought: I need to gather more information about the target audience and their interests or pain points related to the SEPEI event. Additionally, I should find recent news or updates on SEPEI to ensure the content is current and relevant. \n", "Action: Search the internet \n", "Action Input: {\"search_query\": \"SEPEI 2023 público-alvo interesses e pontos de dor\"} \u001b[0m\u001b[95m \n", "\n", "\n", "Search results: Title: Definindo o público-alvo em projetos e planos de ação\n", "Link: https://www.fenixeducacao.org.br/blog/definindo-o-publico-alvo-em-projetos-e-planos-de-acao\n", "Snippet: No desenvolvimento de um projeto, deve-se definir qual o público-alvo. Como fazer isso? Conheça 4 passos fundamentais com aplicação prática ...\n", "---\n", "Title: Pesquisa do Butantan aponta potencial uso de compostos de ...\n", "Link: https://butantan.gov.br/noticias/pesquisa-do-butantan-aponta-potencial-uso-de-compostos-de-origem-animal-no-combate-a-esquistossomose\n", "Snippet: O artigo de revisão descreve o que há na literatura relacionando produtos naturais de origem animal com potencial contra o Schistosoma mansoni, ...\n", "---\n", "Title: [PDF] XXIV ENCONTRO NACIONAL DE PESQUISA EM ... - Enancib\n", "Link: https://enancib.ancib.org/index.php/enancib/xxivenancib/paper/view/2261/1823\n", "Snippet: preciso considerar profunda e seriamente os interesses e hábitos do público-alvo. Sem isso, estaremos instruindo instruídos e, quando muito, arranhando a ...\n", "---\n", "Title: [PDF] A saúde bucal no Sistema Único de Saúde\n", "Link: https://bvsms.saude.gov.br/bvs/publicacoes/saude_bucal_sistema_unico_saude.pdf\n", "Snippet: Dor orofacial refere-se à dor associada aos tecidos moles e mineralizados da ... interesse de cada público-alvo. ASB/TSB/CD e professores do espaço escolar.\n", "---\n", "Title: [PDF] CensoPsi 2022 - Um olhar sobre o presente para construir o futuro\n", "Link: https://site.cfp.org.br/wp-content/uploads/2022/12/Censo_psicologia_Vol1-1.pdf\n", "Snippet: CONSELHEIROS EFETIVOS. Robenilson Moura Barreto - Secretário Região Norte. Alessandra Santos De Almeida - Secretária Região Nordeste.\n", "---\n", "Title: Marketing de Performance: Definição, Benefícios, Desafios e ...\n", "Link: https://www.taboola.com/pt/marketing-hub/introductory-guide-performance-marketing/\n", "Snippet: Pague por resultados! Conheça o marketing de performance, seus benefícios e canais como PPC e nativa, e aprenda a otimizar para maior ROI.\n", "---\n", "Title: [PDF] PROGRAMA DE ATENDIMENTO SOCIOEDUCATIVO DO ESTADO ...\n", "Link: https://www.seguranca.mg.gov.br/images/0_planilhas-e-pdfs/asecretaria/Documentos/programa_atendimento_socioeducativo_de_minas_gerais.pdf\n", "Snippet: da unidade; o público alvo; especificidades do público atendido (recorte etário, sexo e gênero, perfil socioeconômico, raça/cor etc.); o planejamento de ...\n", "---\n", "Title: [PDF] linha_de_cuidado_em_saude_b...\n", "Link: https://www.saude.pr.gov.br/sites/default/arquivos_restritos/files/documento/2021-09/linha_de_cuidado_em_saude_bucal_-_3_edicao_II.pdf\n", "Snippet: O público-alvo no estado atendido pelas equipes de saúde bucal do DSEI é de 16.182 indígenas, moradores de 63 aldeias, das etnias Guarani e Kaingang, sendo ...\n", "---\n", "Title: [PDF] Monitoramento do Debate Público contra Vacinas - AWS\n", "Link: https://conasems-ava-prod.s3.sa-east-1.amazonaws.com/institucional/publicacoes/monitoramentodasredessociais-1752007786.pdf\n", "Snippet: Público Alvo. Há uma rica variedade nos padrões estéticos das imagens postadas, o que evidencia uma ampla diversidade de público. Predominam, entretanto ...\n", "---\n", "Title: [PDF] Cef 418 PPP 31.07.25.docx - Secretaria de Estado de Educação\n", "Link: http://www.educacao.df.gov.br/wp-conteudo/uploads/2025/08/ppp_cef_418_santa_maria.pdf\n", "Snippet: público alvo. Algumas sugestões compreendem: Autismo e possibilidades de. Intervenção. Pedagógica,. Transtornos Funcionais. Específicos (TDAH,. Dislexia/ ...\n", "---\n", "\n", "\u001b[00m\n", "\u001b[32;1m\u001b[1;3mThought: I need to gather detailed information about the target audience for the SEPEI event, including their interests and pain points. This will help in tailoring the content effectively. \n", "Action: Search the internet \n", "Action Input: {\"search_query\": \"SEPEI 2023 público-alvo interesses pontos de dor\"} \u001b[0m\u001b[95m \n", "\n", "\n", "Search results: Title: Como as serpentes perderam as pernas? Entenda a explicação da ...\n", "Link: https://butantan.gov.br/butantan-educa/como-as-serpentes-perderam-as-pernas-entenda-a-explicacao-da-ciencia-para-essa-mudanca\n", "Snippet: Parentes dos lagartos, as cobras nem sempre tiveram o corpo tão alongado e sem patas que as torna únicas no reino animal.\n", "---\n", "Title: [PDF] [DOCUMENTO DE TRABALHO] - Direção Executiva do SNS\n", "Link: https://www.sns.min-saude.pt/wp-content/uploads/2024/07/Manual-Orientador-SSO-nas-ULS.pdf\n", "Snippet: A definição de um ponto focal é essencial para estabelecer uma comunicação próxima entre a CNSO e o Serviço de Saúde Oral e Conselho de Administração da ULS.\n", "---\n", "Title: [PDF] PROGRAMA DE ATENDIMENTO SOCIOEDUCATIVO DO ESTADO ...\n", "Link: https://www.seguranca.mg.gov.br/images/0_planilhas-e-pdfs/asecretaria/Documentos/programa_atendimento_socioeducativo_de_minas_gerais.pdf\n", "Snippet: da unidade; o público alvo; especificidades do público atendido (recorte etário, sexo e gênero, perfil socioeconômico, raça/cor etc.); o planejamento de ...\n", "---\n", "Title: Acórdão 2010/2025 - Plenário - Tribunal de Contas da União - TCU\n", "Link: https://pesquisa.apps.tcu.gov.br/documento/acordao-completo/licita%25C3%25A7%25C3%25A3o/%2520/DTRELEVANCIA%2520desc%252C%2520NUMACORDAOINT%2520desc/12\n", "Snippet: VISTOS, relatados e discutidos estes autos de representação acerca de possíveis irregularidades cometidas no âmbito do Ministério da Saúde ...\n", "---\n", "Title: 2 hours ago - Instagram\n", "Link: https://www.instagram.com/p/DOyoh2ODlRQ/\n", "Snippet: A ata da reunião mostra que os advogados manifestaram a dirigentes do INSS que o Centro de Estudos dos Benefícios dos Aposentados e Pensionistas ...\n", "---\n", "Title: [PDF] CensoPsi 2022 - Um olhar sobre o presente para construir o futuro\n", "Link: https://site.cfp.org.br/wp-content/uploads/2022/12/Censo_psicologia_Vol1-1.pdf\n", "Snippet: CONSELHEIROS EFETIVOS. Robenilson Moura Barreto - Secretário Região Norte. Alessandra Santos De Almeida - Secretária Região Nordeste.\n", "---\n", "Title: [PDF] Políticas Públicas\n", "Link: http://www.saude.pa.gov.br/wp-content/uploads/2024/06/Apostila-CNU.pdf\n", "Snippet: Estado de direito e a Constituição Federal de 1988: consolidação da democracia, representação política e participação cida-.\n", "---\n", "Title: [PDF] A saúde bucal no Sistema Único de Saúde\n", "Link: https://bvsms.saude.gov.br/bvs/publicacoes/saude_bucal_sistema_unico_saude.pdf\n", "Snippet: Dor orofacial refere-se à dor associada aos tecidos moles e mineralizados da ... interesse de cada público-alvo. ASB/TSB/CD e professores do espaço escolar.\n", "---\n", "Title: [PDF] PENA JUSTA - Portal Gov.br\n", "Link: https://www.gov.br/mj/pt-br/assuntos/sua-seguranca/seguranca-publica/pena-justa/plano-nacional-pena-justa.pdf\n", "Snippet: Conselho Nacional de Justiça — CNJ. Presidente. Ministro Luís Roberto Barroso. Corregedor Nacional de Justiça. Ministro Mauro Campbell Marques. Conselheiros.\n", "---\n", "Title: Cientistas do Butantan identificam alvo para tratamento da ...\n", "Link: https://butantan.gov.br/noticias/cientistas-do-butantan-identificam-alvo-para-tratamento-da-esclerose-multipla-a-partir-de-veneno-de-cascavel\n", "Snippet: Utilização da toxina evitou a doença em 40% dos modelos animais, reduziu a dor e preveniu a atrofia e perda da função muscular.\n", "---\n", "\n", "\u001b[00m\n" ] } ] }, { "cell_type": "code", "source": [], "metadata": { "id": "IrUxJCksDo3Y" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [], "metadata": { "id": "2BuAaziADo0R" }, "execution_count": null, "outputs": [] } ] }