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High accuracy RAG for answering questions from scientific documents with citations

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This adds support for recognising the citations in the answer in the format of (Citation1, Citation2, Citation3) Currently, only Citation3 would be recognised in this citation.

https://www.semanticscholar.org/me/research

I am trying to use Paper QA with some models locally. When trying to create a `Docs()` object, I get an attribute error saying that the ChatOllama object has to...

hi! im looking for a solution where i can store my embeddings in an external DB, e.g. FAISS but it is not clear to me how to store and manipulate...

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I'm just trying to use a local ollama server and a sentence transformers embedding. But this seems to be failing I don't quite understand why. Any hints? Thanks! **Error:** Extra...

When running the below: ``` docs = Docs(llm="langchain", client=ChatAnthropic(temperature=0, model_name="claude-3-haiku-20240307"), prompts=prompts) ``` Error: ``` | File "D:\_Ai\my\free\free\langserve\paper\packages\ask-paper\ask_paper\util.py", line 85, in ask_paper | _docs = Docs(llm="langchain", client=ChatAnthropic(temperature=0, model_name="claude-3-haiku-20240307"), prompts=prompts) | File...

Hi @whitead Noticed you're calling OpenAI w/ langchain. I'm working on litellm (simple library to standardize LLM API Calls - https://github.com/BerriAI/litellm) and was wondering if we could be helpful. Added...

I've just noticed that if I specify a langchain llm, eg: return Docs(llm = 'langchain', client = ChatOpenAI(), index_path = index_path) and then try to index a document I get...

Hi, I managed to get a local llama version working, but I noticed it's not giving any citations in my test case (this only has 30-40 papers for now before...

Do you strip html tags from the documents before embedding them into vectors? And if so do you support this stripping of xml tags also?

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