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qa-langchain

https://github.com/ulyssebottello/qa-langchain

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.9%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: ulyssebottello
  • License: mit
  • Language: Python
  • Default Branch: main
  • Size: 1.01 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 3 years ago · Last pushed about 3 years ago
Metadata Files
Readme License Citation

README.md

Chat-Your-Data

Create a ChatGPT like experience over your custom docs using LangChain.

See this blog post for a more detailed explanation.

Ingest data

Ingestion of data is done over the state_of_the_union.txt file. Therefor, the only thing that is needed is to be done to ingest data is run python ingest_data.py

Query data

Custom prompts are used to ground the answers in the state of the union text file.

Running the Application

By running python app.py from the command line you can easily interact with your ChatGPT over your own data.

Owner

  • Name: Ulysse Bottello
  • Login: ulyssebottello
  • Kind: user
  • Company: Tolk

Machine Learning Product Manager • Building guap

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Chase"
  given-names: "Harrison"
title: "LangChain"
date-released: 2022-10-17
url: "https://github.com/hwchase17/langchain"

GitHub Events

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Dependencies

requirements.txt pypi
  • faiss-cpu *
  • langchain *
  • openai *
  • streamlit *
  • streamlit-chat *
  • unstructured *