Retrieval Mechanism

[mehdibalouchi]

Code to transform the code graph into database relations.
Should create necessary indices

parent issue: #5

[amrhssn]

@mehdibalouchi
I have implemented two functions for chatting with Together's LLMs and computing embeddings. You can find it here.

I used the following two models for chat and embedding. I needed them for issue #8 to prepare a setup to start working on the Retrieve module.

together_llm_model_name = "meta-llama/Llama-3-70b-chat-hf"

together_embedding_model_name = "togethercomputer/m2-bert-80M-32k-retrieval"

Feel free to modify them in any way 🙌🏻