{"id":19003978,"url":"https://github.com/victorgoubet/techsage","last_synced_at":"2025-04-22T18:21:06.330Z","repository":{"id":244311419,"uuid":"814866280","full_name":"VictorGoubet/techsage","owner":"VictorGoubet","description":"Leverage the power of multi-agent AI to fuel your daily tech, programming, and architecture insights.","archived":false,"fork":false,"pushed_at":"2024-06-24T14:27:44.000Z","size":1826,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-17T10:23:27.350Z","etag":null,"topics":["crewai","langchain","llm","multiagent","multiagent-systems","ollama","openai","python","python3","tech","technical-monitoring"],"latest_commit_sha":null,"homepage":"","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/VictorGoubet.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}},"created_at":"2024-06-13T21:55:50.000Z","updated_at":"2024-07-02T17:53:34.000Z","dependencies_parsed_at":"2024-06-14T00:47:14.090Z","dependency_job_id":"ba81a7b7-78c4-4a3d-8ab3-ce9114e99cd9","html_url":"https://github.com/VictorGoubet/techsage","commit_stats":null,"previous_names":["victorgoubet/techsage"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VictorGoubet%2Ftechsage","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VictorGoubet%2Ftechsage/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VictorGoubet%2Ftechsage/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VictorGoubet%2Ftechsage/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VictorGoubet","download_url":"https://codeload.github.com/VictorGoubet/techsage/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250296461,"owners_count":21407037,"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","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"}},"keywords":["crewai","langchain","llm","multiagent","multiagent-systems","ollama","openai","python","python3","tech","technical-monitoring"],"created_at":"2024-11-08T18:21:05.084Z","updated_at":"2025-04-22T18:21:06.303Z","avatar_url":"https://github.com/VictorGoubet.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n  \u003cimg src=\"assets/logo.png\" alt=\"TechSage Logo\" width=\"200\"\u003e\n\u003c/p\u003e\n\n\u003ch1 align=\"center\"\u003eTechSage 🤖\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n  TechSage is a multi-agent LLM platform delivering daily insights on technology, programming, cloud architecture, and more. Utilize OpenAI's LLMs or local models via Ollama, powered by CrewAI's multi-agent system, to stay ahead in the tech world.\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"#prerequisites-\"\u003ePrerequisites\u003c/a\u003e •\n  \u003ca href=\"#installation-%EF%B8%8F\"\u003eInstallation\u003c/a\u003e •\n  \u003ca href=\"#configure-optional-%EF%B8%8F\"\u003eConfigure\u003c/a\u003e •\n  \u003ca href=\"#launch-\"\u003eLaunch\u003c/a\u003e •\n  \u003ca href=\"#docker-\"\u003eDocker\u003c/a\u003e\n\u003c/p\u003e\n\n\u003cbr\u003e\n\n## Prerequisites 💡\n\n- Python \u003e= 3.10, \u003c= 3.13\n- `ollama` (if using a local model) [install here](https://ollama.com/download/)\n- May need to install the c++ build tool if you don't already have it\n\n## Installation 🛠️\n\nTo install TechSage, run:\n\n```bash\npip install https://github.com/VictorGoubet/techsage/archive/refs/tags/v1.tar.gz\n```\n\n*Replace `v1` with the release you want to use.*\n\n## Configure [optional] ⚙️\n\nExecute this command only if you want to use the shell interface with specific configuration. For the Streamlit interface, you can configure everything directly within it.\n\n```bash\nconfigure-sage\n```\n\n### Configuration Options:\n\n- `--model \u003cyour-model-name\u003e`: Name of the model to use (default: `llama3:8b`).\n- `--model_url \u003cyour-model-url\u003e`: API URL of the model to use (default: `http://localhost:11434/v1`).\n- `--verbose \u003c1 or 0\u003e`: Verbose level during configuration (default: 0).\n- `--local \u003cTrue or False\u003e`: Use a local model with Ollama or an OpenAI API model (default: True).\n- `--openai_api_key \u003ckey\u003e`: Your OpenAI API key (required if local mode is disabled or using crew memory).\n- `--google_search_api_key \u003ckey\u003e`: Delpha Google Search API key. If empty, a local Google search will be performed. Modify `api_google_search` method in `tools.py` to use another API. A DuckDuckGo tool is also available.\n\n## Launch 🚀\n\nAfter setting up, launch the script with admin rights. If no configuration is provided, the default configuration will be used:\n\n\n```sh\nlaunch-sage\n```\n\n**Note**: Be sure to have **ollama running** if you intend to use local models\n\n### Launch Options:\n\n- `--streamlit \u003ctrue or false\u003e`: If `true`, the Streamlit interface will be used; otherwise, a shell interface will appear.\n\n\u003cbr\u003e\n\n## Docker 🐋\n\nLazy to setup everything ? Just use the dedicated docker image and go to [http://localhost:8501](http://localhost:8501)\n\n### CPU only\n\n```bash\ndocker run -d -v ollama:/root/.ollama -p 8501:8501 victorgoubet/techsage:latest\n```\n\n### Nvidia GPU\n\nFirst install GPU drivers for docker:\n\n- **Linux**: [NVIDIA Container Toolkit⁠](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html#installation).  \n- **Windows**: [Nvidia Cuda on WSL](https://learn.microsoft.com/fr-fr/windows/ai/directml/gpu-cuda-in-wsl)  \n- **Mac**: *Not supported*  \n\n```bash\ndocker run -d --gpus=all -v ollama:/root/.ollama -p 8501:8501 victorgoubet/techsage:latest\n```\n\n*Note: GPU version not really stable* \n\n\u003cbr\u003e\u003cbr\u003e\n\n## App preview\n\n\u003cbr\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"assets/app.png\" alt=\"Techsage app\"\u003e\n\u003c/p\u003e\n\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvictorgoubet%2Ftechsage","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvictorgoubet%2Ftechsage","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvictorgoubet%2Ftechsage/lists"}