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This code uses txtai, the txtai-wikipedia embeddings database and Mistral-7B-OpenOrca-AWQ to build a RAG pipeline in a couple lines of code.
I was already super interested in txtai, but you are the best for the wikipedia embeddings link too. I’m definitely playing with this soon
how can this be used for code generation with a github repo and its documentation?
Well for RAG, the GitHub repo and it’s documentation would need to be added to the Embeddings index. Then probably would want a code focused Mistral finetune.
I’ve been meaning to write an example notebook that does this for the txtai GitHub report and documentation. I’ll share that back when it’s available.
Textai is fantastic!!