paper-qa

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Hello, I am hoping that someone can help me build an index such that I specify attributes like a Doc's name, citation, etc. I can naively define a manifest.csv with...

plbremer

JSON Schema

3

Hi all, Thank you for your excellent work on PaperQA2. OpenAI provides an option for a JSON schema that the LLM must respond with. (https://openai.com/index/introducing-structured-outputs-in-the-api/) Is it possible to pass...

cclark1e

Error with async vs non async design

1

> The synchronous version just calls the async version in a loop. Per the docs: https://futurehouse.gitbook.io/futurehouse-cookbook/paperqa#async This can cause issues if there is already an event loop running since the...

ncilfone

Hi, Is there a way (simple tool) to extract BibTeX informations from a pdf document using a llm and embedding model. I know my question isn't 'directly' related to paperQA...

Snikch63200

LiteLLM configuration for caching and streaming

7

Hi, I try to configure LiteLLM for enabling caching and streaming with LiteLLM. ``` # -*- coding: utf-8 -*- from paperqa.settings import Settings, AgentSettings, AnswerSettings from paperqa.agents import ask, build_index...

Snikch63200

Use a manifest file for indexing but paper-qa still uses LLM during indexing.

17

Hello, I created a manifest file as follows, before indexing : ``` def make_manifest_file(path,name='Manifest.csv',delimiter=','): with open(name, 'w', newline='') as file: writer = csv.writer(file,delimiter=delimiter) field = ["title", "DOI", "title"] writer.writerow(field) for...

Snikch63200

https://github.com/Future-House/paper-qa/discussions/854 is asking where the index is stored. It would be nice to support this in the CLI, printing things like: - Index directory - Indexes built

jamesbraza

Hi, I was wondering if its possible to add a feature to enable the use of Anthropic citations? Thank you very much in advance!

DGoettlich

PaperQA doesn't finds evidences from index whith agentic query

7

Hi, I provided a set of documents to perform an agentic query. I know there are elements in document set that can be used in answer but it seems paper-qa...

Snikch63200

Impact of carriage return ('\n'), multiple carriage return and multiple spaces dut to PDF parsing

3

Hello, I noticed PDF parsing leads to multiple carriage returns and multiples spaces (sometimes huge) inside citations. > Request to litellm: > litellm.acompletion(api_base='http://192.168.1.15:11434', model='ollama/dolphin-mixtral:8x7b', api_type='ollama', stream=False, caching=False, cache=True, mirostat=0, mirostat_eta=0.1,...

Snikch63200