Query Discourse and summarize threads
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discuss-nutshell
Take a Discourse topic and parse it into posts that can be queried.
data_loader.py: Hit an endpoint and save to jsonpreprocessor.py: Do data cleaning and parsing into individual post fileslaunch_app.py: Launch gradio app to interact with the LLM and log queries, context, responses
Take the db file and use datasette to view: datasette data/posts_qa_logs.db
Next phase
Authors, date/time, post number, uuid post, core dev (bool), cooked message, summarized message
- Does this message support or refute the PEP?
- What are key topics found in the message
- How many times has a person posted
Summarize the thread.
Report on pros and cons of the PEP proposal.
- Embeddings
- Vector database like chroma
- chunks
Query with chunks and prompt
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