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| license: apache-2.0 | |
| title: Fearnworks AI Agents | |
| sdk: gradio | |
| emoji: 💻 | |
| colorFrom: green | |
| colorTo: red | |
| pinned: true | |
| app_file: server.py | |
| # AI Agents | |
| A collection of patterns for experimenting with agents, llm pipelines, and ChainOfThoughtStrategy. | |
| Heavily inspired by examples and code across the AI Open Source community but with some fearnworks patterns heavily interspersed. | |
| ## UI | |
| Front end for templates currently uses streamlit, however display for each agent example will be heavily decoupled from deployment avenue. | |
| Strategies for jupyter, gradio, and react will be prioritized in general at this time. | |
| ## Modules | |
| ### Reasoning | |
| General problem solving requiring reasoned processing. Utilizing tree of thoughts, chain of thought, and reAct. Current prompts heavily inspired by | |
| work from https://github.com/mrspiggot | |
| ### Knowledge Domains | |
| Example of knowledge domain retrieval. Given a question the router determines the best knowledge domain chain to use and then calls that chain to handle the response. | |
| Includes examples of queries that will return each of the four implemented domains. | |
| ### Generative Image Prompting Patterns | |
| Coming soon | |
| ### Generative Simulacra Pattern | |
| Coming soon | |
| ### Story Telling / Dungeon Master Patterns | |
| Coming Soon | |
| ### Deployment | |
| Project is packaged with a dockerfile expose a gradio ui on localhost:7000. Please use the envtemplate file to create your .env for running the project | |
| To build & run | |
| ``` | |
| docker build . -t ai_agent:latest | |
| docker run -it -p 7000:7000 ai_agent:latest | |
| ``` | |
| To build, run, and, clean up image in one command : | |
| ``` | |
| docker build . -t ai_agent:latest && docker run --rm -it -p 7000:7000 --name ai_agent_container ai_agent:latest | |
| ``` |