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kamranahmedse / developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.
https://roadmap.sh
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Creating a text summarising chains #7581

Open prateek-1803 opened 1 month ago

prateek-1803 commented 1 month ago

What Roadmap is this project for?

Prompt Engineering

Project Difficulty

Intermediate

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You are required to create summarising chains using the LangChain framework.

To create summarisation chains in the LangChain framework, you can use the ChatOpenAI model alongside a well-crafted prompt.

Define the Prompt Template: Write a concise, focused prompt template to instruct the model on the type of summarisation you need. Initialise the ChatOpenAI LLM: Use LangChain's ChatOpenAI class, which provides access to the OpenAI language model for generating summaries. Run the Chain: Combine the prompt template and LLM into a summarisation chain, which allows you to run the summarisation process.

Naveen-Pal commented 3 weeks ago

seems interesting, I would like to work on it. Can you (@dansholds , @prateek-1803) please provide some more detail like where it going to implement. Is it specific for prompt engineering page (like for demonstration)? . and the changes in user interface.