https://github.com/asvch/llm-agent-fullstack

LLM Agent with access to multiple tools. Ask for information about the weather, current events, YouTube links, math questions or itself. Acts as Romeo from Romeo and Juliet.
https://github.com/asvch/llm-agent-fullstack

elasticsearch langchain langserve llm-agent openai-api reactjs

Last synced: about 1 month ago
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LLM Agent with access to multiple tools. Ask for information about the weather, current events, YouTube links, math questions or itself. Acts as Romeo from Romeo and Juliet.

• Host: GitHub
• URL: https://github.com/asvch/llm-agent-fullstack
• Owner: asvch
• License: mit
• Created: 2024-06-25T23:38:29.000Z (5 months ago)
• Default Branch: master
• Last Pushed: 2024-06-30T23:01:09.000Z (5 months ago)
• Last Synced: 2024-09-29T05:04:34.765Z (about 1 month ago)
• Topics: elasticsearch, langchain, langserve, llm-agent, openai-api, reactjs
• Language: HTML
• Homepage:
• Size: 1.24 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
## LLM Agent with access to multiple tools!

  - LangChain, LangServe, FastAPI, and OpenAI API used for backend.

  - React.js, HTML, and CSS used for frontend.

  - Elasticsearch database as external vectorstore.

  - Agent acts as Romeo from Romeo and Juliet.

  - Deployed backend using Railway.app and frontend using GitHub Pages.

  

**LLM Agent Tools:**

- Retrieval tool: for LLM Agent to access all of Romeo's lines from the original script. Agent uses this tool to answer questions about Romeo.

- Web Search tool: Tavily Search API used to search information our LLM Agent does not know (including current events.)

- Weather tool: accessed through weather API, to find current weather conditions in a city.

- Math tool: used to answer math questions.

- YouTube search tool: used to find YouTube video URLs.

 

Preview:

[Watch demo](https://github.com/asvch/llm-agent-fullstack/assets/66492476/8c1a3d8d-e3ad-48a1-a09e-48ed45a6de06)

| Backend      | Frontend |

| ----------- | ----------- |

| ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/844e83d5-e898-4cbe-b620-5218dc9074b4) |  |

| Retrieval tool: 
 ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/44eb6029-5c33-47e0-995f-3289e9a2522e) 
 ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/476b7be1-a1f9-425d-ab16-2d396bce22c9) | ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/5da001c3-e601-4c03-9291-2a249f2aef53)|

| Weather tool: 
 ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/148f50a7-a769-4d23-9919-94754551cfde) |![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/142528eb-ff8b-46aa-b8f2-9774663fd0ea)|

| Web Search tool: 
 ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/95533633-6604-482f-b3ef-cafbfd300ca9) 
 ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/1a53e9f2-38db-47fb-985e-3a352b93b29e) | ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/da7114a2-4821-48f3-b7ae-fef596ffe831) |

| Math tool: 
 ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/ea21311d-c35b-4d3a-b5d1-392caffd24ad) | ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/7cbd005e-d543-439c-863f-afdc23348daa) |

| YouTube tool: ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/a5734635-221e-4484-8d95-e6a30642ad56) | ![image](https://github.com/asvch/llm-agent-fullstack/assets/66492476/f1eeedca-752c-4cf2-943d-2907aedd46ad) |