https://github.com/calapsss/analassist-langchain-vs-microsoft-sk

Analysis Assistant - Comparing Langchain vs. Semantic Kernel
https://github.com/calapsss/analassist-langchain-vs-microsoft-sk

Last synced: about 1 month ago
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Analysis Assistant - Comparing Langchain vs. Semantic Kernel

• Host: GitHub
• URL: https://github.com/calapsss/analassist-langchain-vs-microsoft-sk
• Owner: calapsss
• License: mit
• Created: 2023-10-11T17:15:48.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-10-17T04:32:57.000Z (about 1 year ago)
• Last Synced: 2024-08-01T13:17:53.260Z (4 months ago)
• Language: Python
• Homepage:
• Size: 300 KB
• Stars: 3
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• awesome-semantickernel - analassist-langchain-vs-microsoft-sk - LangChain vs. Microsoft Semantic Kernel (Semantickernel Framework)

README

        
# AnalAssist - LangChain vs. Microsoft Semantic Kernel

Analysis Assistant 

Quick spin up of an analysis assistant for csv files using Microsoft Semantic Kernel and Langchain. We attempt to make a full application and compare the two implementations.

## Microsoft Semantic Kernel

### Speed of Development

- Learning curve is around 2 hours to spin up a basic app.

- Easy testing of prompts. 

- Approx 3 hours to finish the whole app without prior knowledge of semantic kernel

### Performance

- To be tested...

## LangChain

### Speed of Development

- Learning curve was really quick. 10 minutes to spin up a basic app.

- Difficult testing for prompts.

- Approx 1 hour to finish the whole app without prior knowledge of langchain

- Note that 30 mins of that 1 hour was used to setup the environment had multiple errors before working.

## Next Steps

- [ ] Test Planner vs. Agents (SK vs. Langchain)