Future-House / paper-qa

High accuracy RAG for answering questions from scientific documents with citations

https://futurehouse.gitbook.io/futurehouse-cookbook

Repository from Github https://github.comFuture-House/paper-qa

Future-House/paper-qa Issues

Top 7 Ways Hodges Badge Rosettes Can Elevate Your Competition or Ceremony
Closed 2 months ago
Very prolonged 'offset' and 'reset' when using Qwen30B and can't get the answer
Updated 2 months ago13
MalformedMessageError: Expected a finish reason in {'stop'}
Closed 3 months ago5
Error Parsing PDF
Updated 3 months ago9
For the same code, I run it on Google Colab and it does not time out, but in local Python it prompts that the llm call timed out and reports an error:
Updated 3 months ago1
Make it easier to setup other models in the CLI
Updated 3 months ago4
locally hosted ollama model is not recognied with suggested input file
Updated 3 months ago3
Supporting Supplemental Information
Updated 3 months ago3
Dockey confilct because of same Doi
Updated 4 months ago12
Warning that paper_directory input argument moved from Settings to AgentSettings but not working with AgentSettings
Closed 4 months ago4
How to change metadata provider（Crossref and Semantic Scholar）?
Updated 4 months ago5
configuring custom model provider(which iscompatible with openAI) with `api_base` still try to use openaiAPI
Closed 5 months ago9
No verbosity when using manual document querying
Closed 5 months ago3
What parameter determines top k sources?
Closed 5 months ago3
pdf parsing doesn't handle multi-column papers correctly
Closed 5 months ago3
Multiple "`logging_obj` not found - unable to track `llm_api_duration_ms`" messages during paper-qa run
Closed 9 months ago5
using local LLM
Closed 5 months ago3
`ParsingSettings.disable_doc_valid_check` superceded by contents length
Updated 5 months ago
Binaries such as `.DS_Store` will break `read_doc`
Closed 5 months ago1
Encountered exception during tool call for tool gather_evidence: TimeoutError("Timeout (60.00999999999663 secs): rate limit for key: ('client', 'gpt-4o-mini')")
Closed 5 months ago5
A question about index process
Closed 5 months ago1
How to skip crossref and semantic?
Updated 6 months ago6
Error with async vs non async design
Closed 6 months ago2
PaperQA for clinical trials Query does not give right results
Updated 6 months ago3
LitQA2 baseline
Closed 6 months ago7
Output text is too long
Closed 6 months ago1
"AuthenticationError: OpenAIException - Error code: 401" with Docs object
Updated 6 months ago1
Structured Outputs for PaperQA2
Closed 6 months ago5
UnicodeDecodeError: 'charmap' codec can't decode byte 0x81 in position 1980: character maps to <undefined>
Closed 7 months ago4
How increasing the limit of callbacks?
Closed 7 months ago3
Use pdf checksums instead of file paths for indexing?
Updated 7 months ago2
Hoping for confirmation of a few high-level ideas?
Updated 8 months ago
Allow custom 'citation', 'name', and other fields for a SearchIndex's Docs in manifest.csv
Updated 8 months ago
PaperQA2 Usecase - Internal Documents?
Closed 8 months ago2
Extracting BibTeX from textual PDF ?
Updated 8 months ago
LiteLLM configuration for caching and streaming
Updated 8 months ago7
Use a manifest file for indexing but paper-qa still uses LLM during indexing.
Updated 8 months ago17
Index Empty during Paper Search
Closed 8 months ago5
Unable to run gpt-4o-mini through litellm
Closed 8 months ago5
How to Set RPM (Requests Per Minute) Rate Limits?
Closed 8 months ago5
Unexpected behavior: PQA_HOME is ignored if set after importing Settings
Closed 8 months ago2
PDF Parsing Still Calls OpenAI API Despite Using Deepseek-Chat as LLM
Closed 9 months ago3
CLI command to print `.pqa` directory
Updated 9 months ago
Possible to add feature for Anthropic citations?
Updated 9 months ago
PaperQA doesn't finds evidences from index whith agentic query
Updated 9 months ago7
How to disable model cost computation?
Updated 9 months ago3
Using paper-qa with GROQ LLMs ?
Updated 9 months ago2
Efficiency difference between 'Agentic' and 'Manual' querying
Updated 9 months ago1
Error during install
Closed 9 months ago2
errors in reading tabular data in PDF breaking qa
Updated 9 months ago1