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| This following query will only use the information from openai.com that are updated in the previous | |
| day. The behavior is similar to the "site:openai.com" and "date-restrict" search parameters in Google | |
| search. | |
| ``` | |
| % python ask.py -q "OpenAI Swarm Framework" -d 1 -s openai.com | |
| ✅ Found 10 links for query: OpenAI Swarm Framework | |
| ✅ Scraping the URLs ... | |
| ✅ Scraped 10 URLs ... | |
| ✅ Chunking the text ... | |
| ✅ Saving to vector DB ... | |
| ✅ Querying the vector DB to get context ... | |
| ✅ Running inference with context ... | |
| # Answer | |
| OpenAI Swarm Framework is an experimental platform designed for building, orchestrating, and | |
| deploying multi-agent systems, enabling multiple AI agents to collaborate on complex tasks. It contrasts | |
| with traditional single-agent models by facilitating agent interaction and coordination, thus enhancing | |
| efficiency[5][9]. The framework provides developers with a way to orchestrate these agent systems in | |
| a lightweight manner, leveraging Node.js for scalable applications[1][4]. | |
| One implementation of this framework is Swarm.js, which serves as a Node.js SDK, allowing users to | |
| create and manage agents that perform tasks and hand off conversations. Swarm.js is positioned as | |
| an educational tool, making it accessible for both beginners and experts, although it may still contain | |
| bugs and is currently lightweight[1][3][7]. This new approach emphasizes multi-agent collaboration and is | |
| well-suited for back-end development, requiring some programming expertise for effective implementation[9]. | |
| Overall, OpenAI Swarm facilitates a shift in how AI systems can collaborate, differing from existing | |
| OpenAI tools by focusing on backend orchestration rather than user-interactive front-end applications[9]. | |
| # References | |
| [1] https://community.openai.com/t/introducing-swarm-js-node-js-implementation-of-openai-swarm/977510 | |
| [2] https://community.openai.com/t/introducing-swarm-js-a-node-js-implementation-of-openai-swarm/977510 | |
| [3] https://community.openai.com/t/introducing-swarm-js-node-js-implementation-of-openai-swarm/977510 | |
| [4] https://community.openai.com/t/introducing-swarm-js-a-node-js-implementation-of-openai-swarm/977510 | |
| [5] https://community.openai.com/t/swarm-some-initial-insights/976602 | |
| [6] https://community.openai.com/t/swarm-some-initial-insights/976602 | |
| [7] https://community.openai.com/t/introducing-swarm-js-node-js-implementation-of-openai-swarm/977510 | |
| [8] https://community.openai.com/t/introducing-swarm-js-a-node-js-implementation-of-openai-swarm/977510 | |
| [9] https://community.openai.com/t/swarm-some-initial-insights/976602 | |
| [10] https://community.openai.com/t/swarm-some-initial-insights/976602 | |
| ``` | |