https://github.com/shaadclt/conversation-analysis-langchain-groq
This project utilizes the LangChain and Groq to perform various analyses on loan recovery conversations. The primary functionalities include summarizing conversations, identifying key actions or next steps, and undertaking sentiment analysis of both the recovery agent and the borrower.
https://github.com/shaadclt/conversation-analysis-langchain-groq
conversation-analysis groq langchain
Last synced: 2 months ago
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This project utilizes the LangChain and Groq to perform various analyses on loan recovery conversations. The primary functionalities include summarizing conversations, identifying key actions or next steps, and undertaking sentiment analysis of both the recovery agent and the borrower.
- Host: GitHub
- URL: https://github.com/shaadclt/conversation-analysis-langchain-groq
- Owner: shaadclt
- License: mit
- Created: 2024-07-17T16:37:29.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2024-11-14T06:31:16.000Z (7 months ago)
- Last Synced: 2025-04-10T01:10:37.296Z (2 months ago)
- Topics: conversation-analysis, groq, langchain
- Language: Jupyter Notebook
- Homepage:
- Size: 9.77 KB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE.txt
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README
# Conversation Analysis using LangChain and Groq
This project utilizes the **LangChain** and **Groq** to perform various analyses on loan recovery conversations. The primary functionalities include summarizing conversations, identifying key actions or next steps, and undertaking sentiment analysis of both the recovery agent and the borrower.
## Setup
Set up your environment variables for `LANGCHAIN_API_KEY` and `GROQ_API_KEY`. You can do this by retrieving the keys from a secure source and setting them in your environment:
## Output
1. A summary of the conversation.
2. Identification of key actions or next steps.
3. Sentiment analysis of both the recovery agent and the borrower.
## License
This project is licensed under the [MIT License](LICENSE.txt).