Spaces:
Running
Running
Add wormneurodata tab
Browse files- app.py +49 -1
- datasources.py +44 -0
- model.py +17 -0
- requirements.txt +3 -1
app.py
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import streamlit
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import streamlit as st
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from ring import LLM_GPT35
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from ring import LLM_GPT4
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from ring import LLM_LLAMA2
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with col2:
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st.image("images/OpenWormLogo.png")
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-
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with tab_free:
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response = find_basis_paper(query=text,
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result_limit=num)
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st.info(response)
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import streamlit
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import streamlit as st
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#st.set_page_config(layout="wide")
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from ring import LLM_GPT35
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from ring import LLM_GPT4
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from ring import LLM_LLAMA2
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with col2:
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st.image("images/OpenWormLogo.png")
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tab_free, tab_panel, tab_pubs, tab_data, tab_model = st.tabs(["Individual LLMs",
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"Panel discussion",
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"Publications",
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"Structured data",
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"Run model"])
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with tab_free:
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response = find_basis_paper(query=text,
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result_limit=num)
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st.info(response)
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with tab_data:
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st.markdown("**Query structured datasets**")
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with st.form("form_data"):
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from datasources import DS_WORMNEUROATLAS
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from datasources import FORMATS
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from datasources import query_data_source
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text = st.text_area("Which neuron would you like to know about:", "AVBL")
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source = st.selectbox('Which data source to use?', (DS_WORMNEUROATLAS,))
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format = st.selectbox('Return format', FORMATS)
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submitted = st.form_submit_button("Submit")
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if submitted:
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response = query_data_source(text, source, format)
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st.info(response)
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with tab_model:
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st.markdown("**Run a _C. elegans_ cell model**")
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with st.form("form_model"):
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from model import run_model
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text = st.text_area("Current injection level:", "100pA")
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submitted = st.form_submit_button("Submit")
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if submitted:
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response = run_model(text)
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st.info(response)
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datasources.py
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# Based on: https://github.com/allenai/s2-folks/tree/main/examples/python
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#
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#
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import os
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import re
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FORMAT_TEXT = 'Text'
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FORMAT_DICT = 'Dict'
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FORMAT_JSON = 'JSON'
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FORMATS = (FORMAT_TEXT, FORMAT_DICT)
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DS_WORMNEUROATLAS = 'WormNeuroAtlas'
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import wormneuroatlas as wa
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import pprint
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pp = pprint.PrettyPrinter(depth=6)
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def query_data_source(text, source, format):
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if source == DS_WORMNEUROATLAS:
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atlas = wa.NeuroAtlas()
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ds, ss = atlas.everything_about(text, return_values=True, return_text=True, print_text=False)
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if format==FORMAT_TEXT:
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info = '''Extracting info on neuron %s from %s...
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'''%(text, source)
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info += """```%s```"""%ss
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elif format==FORMAT_DICT:
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info = """```
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%s```"""%pp.pformat(ds)
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elif format==FORMAT_JSON:
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import json
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jj = json.dumps(ds)
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info = """```
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%s```"""%pp.pformat(jj)
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return info
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model.py
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# Based on: https://github.com/allenai/s2-folks/tree/main/examples/python
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#
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#
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import os
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import re
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def run_model(text):
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info = 'Running models with: %s'%text
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return info
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requirements.txt
CHANGED
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@@ -3,4 +3,6 @@ openai
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langchain_openai
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llamaapi
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asyncio
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langchain_experimental
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langchain_openai
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llamaapi
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asyncio
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langchain_experimental
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wormneuroatlas
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pprint
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