Initial web collection and scan

app.py

@@ -17,6 +17,7 @@ def change_page(page_name):
 # Page selection (could also use st.sidebar for these)
 st.sidebar.title("Navigation")
 st.sidebar.button("Start Page", on_click=change_page, args=('start_page',))
+st.sidebar.button("Web and File Resource Configuration", on_click=change_page, args=('file_web_source_collection',))
 st.sidebar.button("Data Source Configuration", on_click=change_page, args=('data_source_config',))
 st.sidebar.button("Data Loading", on_click=change_page, args=('data_loading',))
 # Add buttons for other pages similarly...

pages/file_web_source_collection.py

@@ -0,0 +1,81 @@
+import streamlit as st
+import pandas as pd
+import requests
+from bs4 import BeautifulSoup
+from urllib.parse import urljoin, urlparse
+
+def find_linked_urls(url):
+    try:
+        response = requests.get(url)
+        if response.status_code == 200:
+            soup = BeautifulSoup(response.text, 'html.parser')
+            links = soup.find_all('a')
+            urls = {link.get('href') for link in links if link.get('href') is not None}
+            return urls
+        else:
+            st.write(f"Failed to retrieve {url}")
+    except Exception as e:
+        st.write(f"An error occurred with {url}: {e}")
+    return set()
+
+def convert_to_absolute_urls(base_url, links):
+    absolute_urls = []
+    for link in links:
+        if not link.startswith('http'):
+            link = urljoin(base_url, link)
+        absolute_urls.append(link)
+    return set(absolute_urls)
+
+def categorize_links(base_url, links):
+    internal_links, external_links = set(), set()
+    for link in links:
+        if urlparse(link).netloc == urlparse(base_url).netloc:
+            internal_links.add(link)
+        else:
+            external_links.add(link)
+    return internal_links, external_links
+
+def main():
+    st.title("Data Source Configuration")
+    
+    st.subheader("Scan Websites for URLs")
+    url_input = st.text_area("Enter URLs to scan, separated by new lines:")
+    url_list = [url.strip() for url in url_input.strip().split('\n') if url.strip()]  # Splitting and cleaning input
+
+    if st.button("Scan URLs"):
+        all_links = {}
+        for url in url_list:
+            unique_urls = find_linked_urls(url)
+            absolute_urls = convert_to_absolute_urls(url, unique_urls)
+            internal_links, external_links = categorize_links(url, absolute_urls)
+            all_links[url] = {"internal": internal_links, "external": external_links}
+
+        selected_urls = []
+        for base_url, links in all_links.items():
+            st.write(f"Base URL: {base_url}")
+            include_all_internal = st.checkbox(f"Include all internal links from {base_url}", key=f"all_{base_url}")
+
+            if include_all_internal:
+                selected_urls.extend(links["internal"])
+            else:
+                selected_internal = [link for link in links["internal"] if st.checkbox(link, key=link)]
+                selected_urls.extend(selected_internal)
+            
+            # Displaying external links for informational purposes
+            if links["external"]:
+                st.write("External links:")
+                for link in links["external"]:
+                    st.write(link)
+
+        # Convert selected URLs to a DataFrame and display
+        if selected_urls:
+            df_selected_urls = pd.DataFrame(selected_urls, columns=['Selected URLs'])
+            st.write(df_selected_urls)
+
+            # Saving the DataFrame as CSV
+            if st.button("Save Selected URLs to CSV"):
+                df_selected_urls.to_csv('selected_urls.csv', index=False)
+                st.success("Saved selected URLs to selected_urls.csv")
+
+if __name__ == "__main__":
+    main()

poetry.lock

@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
 version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -100,6 +101,7 @@ speedups = ["Brotli", "aiodns", "brotlicffi"]
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -112,13 +114,14 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "altair"
-version = "5.2.0"
+version = "5.3.0"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "altair-5.2.0-py3-none-any.whl", hash = "sha256:8c4888ad11db7c39f3f17aa7f4ea985775da389d79ac30a6c22856ab238df399"},
-    {file = "altair-5.2.0.tar.gz", hash = "sha256:2ad7f0c8010ebbc46319cc30febfb8e59ccf84969a201541c207bc3a4fa6cf81"},
+    {file = "altair-5.3.0-py3-none-any.whl", hash = "sha256:7084a1dab4d83c5e7e5246b92dc1b4451a6c68fd057f3716ee9d315c8980e59a"},
+    {file = "altair-5.3.0.tar.gz", hash = "sha256:5a268b1a0983b23d8f9129f819f956174aa7aea2719ed55a52eba9979b9f6675"},
 ]
 
 [package.dependencies]
@@ -131,13 +134,15 @@ toolz = "*"
 typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["anywidget", "geopandas", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pyarrow (>=11)", "pytest", "pytest-cov", "ruff (>=0.1.3)", "types-jsonschema", "types-setuptools", "vega-datasets", "vegafusion[embed] (>=1.4.0)", "vl-convert-python (>=1.1.0)"]
+all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.3.0)"]
+dev = ["geopandas", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pytest", "pytest-cov", "ruff (>=0.3.0)", "types-jsonschema", "types-setuptools"]
 doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
 [[package]]
 name = "annotated-types"
 version = "0.6.0"
 description = "Reusable constraint types to use with typing.Annotated"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -145,32 +150,11 @@ files = [
     {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
 ]
 
-[[package]]
-name = "anyio"
-version = "4.3.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
-    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
-]
-
-[package.dependencies]
-exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
-idna = ">=2.8"
-sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
-
-[package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
-
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -182,6 +166,7 @@ files = [
 name = "attrs"
 version = "23.2.0"
 description = "Classes Without Boilerplate"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -197,10 +182,33 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.3"
+description = "Screen-scraping library"
+category = "main"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
+]
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
 [[package]]
 name = "blinker"
 version = "1.7.0"
 description = "Fast, simple object-to-object and broadcast signaling"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -212,6 +220,7 @@ files = [
 name = "cachetools"
 version = "5.3.3"
 description = "Extensible memoizing collections and decorators"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -223,6 +232,7 @@ files = [
 name = "certifi"
 version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -234,6 +244,7 @@ files = [
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -333,6 +344,7 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -347,6 +359,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -358,6 +371,7 @@ files = [
 name = "dataclasses-json"
 version = "0.6.4"
 description = "Easily serialize dataclasses to and from JSON."
+category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -369,24 +383,11 @@ files = [
 marshmallow = ">=3.18.0,<4.0.0"
 typing-inspect = ">=0.4.0,<1"
 
-[[package]]
-name = "exceptiongroup"
-version = "1.2.0"
-description = "Backport of PEP 654 (exception groups)"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
-    {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
-]
-
-[package.extras]
-test = ["pytest (>=6)"]
-
 [[package]]
 name = "faiss-cpu"
 version = "1.8.0"
 description = "A library for efficient similarity search and clustering of dense vectors."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -423,13 +424,14 @@ numpy = "*"
 
 [[package]]
 name = "filelock"
-version = "3.13.2"
+version = "3.13.3"
 description = "A platform independent file lock."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.2-py3-none-any.whl", hash = "sha256:e4c33bc026ace328551af557d4d34f59566c98acd4ed66c13b4335f114f04f7a"},
-    {file = "filelock-3.13.2.tar.gz", hash = "sha256:9e2106260b5f65600a31bc503721e3db7e64598bb406ebc5921aeaafe441ba34"},
+    {file = "filelock-3.13.3-py3-none-any.whl", hash = "sha256:5ffa845303983e7a0b7ae17636509bc97997d58afeafa72fb141a17b152284cb"},
+    {file = "filelock-3.13.3.tar.gz", hash = "sha256:a79895a25bbefdf55d1a2a0a80968f7dbb28edcd6d4234a0afb3f37ecde4b546"},
 ]
 
 [package.extras]
@@ -441,6 +443,7 @@ typing = ["typing-extensions (>=4.8)"]
 name = "frozenlist"
 version = "1.4.1"
 description = "A list-like structure which implements collections.abc.MutableSequence"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -527,6 +530,7 @@ files = [
 name = "fsspec"
 version = "2024.3.1"
 description = "File-system specification"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -562,6 +566,7 @@ tqdm = ["tqdm"]
 name = "gitdb"
 version = "4.0.11"
 description = "Git Object Database"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -574,25 +579,28 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.42"
+version = "3.1.43"
 description = "GitPython is a Python library used to interact with Git repositories"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.42-py3-none-any.whl", hash = "sha256:1bf9cd7c9e7255f77778ea54359e54ac22a72a5b51288c457c881057b7bb9ecd"},
-    {file = "GitPython-3.1.42.tar.gz", hash = "sha256:2d99869e0fef71a73cbd242528105af1d6c1b108c60dfabd994bf292f76c3ceb"},
+    {file = "GitPython-3.1.43-py3-none-any.whl", hash = "sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff"},
+    {file = "GitPython-3.1.43.tar.gz", hash = "sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
-test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar"]
+doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
 
 [[package]]
 name = "greenlet"
 version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -662,13 +670,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.22.0"
+version = "0.22.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.22.0-py3-none-any.whl", hash = "sha256:72dea96299751699180184c06a4689e54cbfacecb1a3d08ac7a269c884bb17c3"},
-    {file = "huggingface_hub-0.22.0.tar.gz", hash = "sha256:304f1e235c68c0a9f58bced47f13d6df241a5b4e3678f4981aa1e4f4bce63f6d"},
+    {file = "huggingface_hub-0.22.2-py3-none-any.whl", hash = "sha256:3429e25f38ccb834d310804a3b711e7e4953db5a9e420cc147a5e194ca90fd17"},
+    {file = "huggingface_hub-0.22.2.tar.gz", hash = "sha256:32e9a9a6843c92f253ff9ca16b9985def4d80a93fb357af5353f770ef74a81be"},
 ]
 
 [package.dependencies]
@@ -698,6 +707,7 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
 name = "idna"
 version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -709,6 +719,7 @@ files = [
 name = "jinja2"
 version = "3.1.3"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -726,6 +737,7 @@ i18n = ["Babel (>=2.7)"]
 name = "joblib"
 version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -737,6 +749,7 @@ files = [
 name = "jsonpatch"
 version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
@@ -751,6 +764,7 @@ jsonpointer = ">=1.9"
 name = "jsonpointer"
 version = "2.4"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
@@ -762,6 +776,7 @@ files = [
 name = "jsonschema"
 version = "4.21.1"
 description = "An implementation of JSON Schema validation for Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -783,6 +798,7 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -797,6 +813,7 @@ referencing = ">=0.31.0"
 name = "langchain"
 version = "0.1.13"
 description = "Building applications with LLMs through composability"
+category = "main"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
@@ -838,6 +855,7 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 name = "langchain-community"
 version = "0.0.29"
 description = "Community contributed LangChain integrations."
+category = "main"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
@@ -862,23 +880,22 @@ extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.
 
 [[package]]
 name = "langchain-core"
-version = "0.1.33"
+version = "0.1.40"
 description = "Building applications with LLMs through composability"
+category = "main"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.1.33-py3-none-any.whl", hash = "sha256:cee7fbab114c74b7279a92c8a376b40344b0fa3d0f0af3143a858e3b7485bf13"},
-    {file = "langchain_core-0.1.33.tar.gz", hash = "sha256:545eff3de83cc58231bd2b0c6d672323fc2077b94d326ba1a3219118af1d1a66"},
+    {file = "langchain_core-0.1.40-py3-none-any.whl", hash = "sha256:618dbb7ab44d8b263b91e384db1ff07d0db256ae5bdafa0123a115b6a75a13f1"},
+    {file = "langchain_core-0.1.40.tar.gz", hash = "sha256:34c06fc0e6d3534b738c63f85403446b4be71161665b7e091f9bb19c914ec100"},
 ]
 
 [package.dependencies]
-anyio = ">=3,<5"
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.1.0,<0.2.0"
 packaging = ">=23.2,<24.0"
 pydantic = ">=1,<3"
 PyYAML = ">=5.3"
-requests = ">=2,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
@@ -888,6 +905,7 @@ extended-testing = ["jinja2 (>=3,<4)"]
 name = "langchain-text-splitters"
 version = "0.0.1"
 description = "LangChain text splitting utilities"
+category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
@@ -903,13 +921,14 @@ extended-testing = ["lxml (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.31"
+version = "0.1.40"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
+category = "main"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.31-py3-none-any.whl", hash = "sha256:5211a9dc00831db307eb843485a97096484b697b5d2cd1efaac34228e97ca087"},
-    {file = "langsmith-0.1.31.tar.gz", hash = "sha256:efd54ccd44be7fda911bfdc0ead340473df2fdd07345c7252901834d0c4aa37e"},
+    {file = "langsmith-0.1.40-py3-none-any.whl", hash = "sha256:aa47d0f5a1eabd5c05ac6ce2cd3e28ccfc554d366e856a27b7c3c17c443881cb"},
+    {file = "langsmith-0.1.40.tar.gz", hash = "sha256:50fdf313741cf94e978de06025fd180b56acf1d1a4549b0fd5453ef23d5461ef"},
 ]
 
 [package.dependencies]
@@ -921,6 +940,7 @@ requests = ">=2,<3"
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -945,6 +965,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1014,6 +1035,7 @@ files = [
 name = "marshmallow"
 version = "3.21.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1033,6 +1055,7 @@ tests = ["pytest", "pytz", "simplejson"]
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1044,6 +1067,7 @@ files = [
 name = "mpmath"
 version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1061,6 +1085,7 @@ tests = ["pytest (>=4.6)"]
 name = "multidict"
 version = "6.0.5"
 description = "multidict implementation"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1160,6 +1185,7 @@ files = [
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1171,6 +1197,7 @@ files = [
 name = "networkx"
 version = "3.2.1"
 description = "Python package for creating and manipulating graphs and networks"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1189,6 +1216,7 @@ test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 name = "numpy"
 version = "1.26.4"
 description = "Fundamental package for array computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1234,6 +1262,7 @@ files = [
 name = "nvidia-cublas-cu12"
 version = "12.1.3.1"
 description = "CUBLAS native runtime libraries"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1245,6 +1274,7 @@ files = [
 name = "nvidia-cuda-cupti-cu12"
 version = "12.1.105"
 description = "CUDA profiling tools runtime libs."
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1256,6 +1286,7 @@ files = [
 name = "nvidia-cuda-nvrtc-cu12"
 version = "12.1.105"
 description = "NVRTC native runtime libraries"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1267,6 +1298,7 @@ files = [
 name = "nvidia-cuda-runtime-cu12"
 version = "12.1.105"
 description = "CUDA Runtime native Libraries"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1278,6 +1310,7 @@ files = [
 name = "nvidia-cudnn-cu12"
 version = "8.9.2.26"
 description = "cuDNN runtime libraries"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1291,6 +1324,7 @@ nvidia-cublas-cu12 = "*"
 name = "nvidia-cufft-cu12"
 version = "11.0.2.54"
 description = "CUFFT native runtime libraries"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1302,6 +1336,7 @@ files = [
 name = "nvidia-curand-cu12"
 version = "10.3.2.106"
 description = "CURAND native runtime libraries"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1313,6 +1348,7 @@ files = [
 name = "nvidia-cusolver-cu12"
 version = "11.4.5.107"
 description = "CUDA solver native runtime libraries"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1329,6 +1365,7 @@ nvidia-nvjitlink-cu12 = "*"
 name = "nvidia-cusparse-cu12"
 version = "12.1.0.106"
 description = "CUSPARSE native runtime libraries"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1343,6 +1380,7 @@ nvidia-nvjitlink-cu12 = "*"
 name = "nvidia-nccl-cu12"
 version = "2.19.3"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1351,20 +1389,21 @@ files = [
 
 [[package]]
 name = "nvidia-nvjitlink-cu12"
-version = "12.4.99"
+version = "12.4.127"
 description = "Nvidia JIT LTO Library"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
 [[package]]
 name = "nvidia-nvtx-cu12"
 version = "12.1.105"
 description = "NVIDIA Tools Extension"
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1374,67 +1413,70 @@ files = [
 
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-version = "3.9.15"
+version = "3.10.0"
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 [[package]]
 name = "packaging"
 version = "23.2"
 description = "Core utilities for Python packages"
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 optional = false
 python-versions = ">=3.7"
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 version = "2.2.1"
 description = "Powerful data structures for data analysis, time series, and statistics"
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 optional = false
 python-versions = ">=3.9"
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 [package.extras]
@@ -1604,6 +1649,7 @@ xmp = ["defusedxml"]
 name = "protobuf"
 version = "4.25.3"
 description = ""
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1624,6 +1670,7 @@ files = [
 name = "pyarrow"
 version = "15.0.2"
 description = "Python library for Apache Arrow"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1672,6 +1719,7 @@ numpy = ">=1.16.6,<2"
 name = "pydantic"
 version = "2.6.4"
 description = "Data validation using Python type hints"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1691,6 +1739,7 @@ email = ["email-validator (>=2.0.0)"]
 name = "pydantic-core"
 version = "2.16.3"
 description = ""
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1780,13 +1829,14 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydeck"
-version = "0.8.0"
+version = "0.8.1b0"
 description = "Widget for deck.gl maps"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 name = "pygments"
 version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1816,6 +1867,7 @@ windows-terminal = ["colorama (>=0.4.6)"]
 name = "pypdf"
 version = "4.1.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1834,6 +1886,7 @@ image = ["Pillow (>=8.0.0)"]
 name = "python-dateutil"
 version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1848,6 +1901,7 @@ six = ">=1.5"
 name = "pytz"
 version = "2024.1"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1859,6 +1913,7 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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@@ -1908,6 +1973,7 @@ files = [
 name = "referencing"
 version = "0.34.0"
 description = "JSON Referencing + Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1923,6 +1989,7 @@ rpds-py = ">=0.7.0"
 name = "regex"
 version = "2023.12.25"
 description = "Alternative regular expression module, to replace re."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2025,6 +2092,7 @@ files = [
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2046,6 +2114,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rich"
 version = "13.7.1"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2064,6 +2133,7 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 name = "rpds-py"
 version = "0.18.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2172,6 +2242,7 @@ files = [
 name = "safetensors"
 version = "0.4.2"
 description = ""
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2304,6 +2375,7 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 name = "scikit-learn"
 version = "1.4.1.post1"
 description = "A set of python modules for machine learning and data mining"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -2344,55 +2416,57 @@ tests = ["black (>=23.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.3)", "numpydoc (
 
 [[package]]
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-version = "1.12.0"
+version = "1.13.0"
 description = "Fundamental algorithms for scientific computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
-numpy = ">=1.22.4,<1.29.0"
+numpy = ">=1.22.4,<2.3"
 
 [package.extras]
-dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
-doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
-test = ["asv", "gmpy2", "hypothesis", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
+doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.12.0)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
+test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "sentence-transformers"
-version = "2.6.0"
+version = "2.6.1"
 description = "Multilingual text embeddings"
+category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "sentence-transformers-2.6.0.tar.gz", hash = "sha256:cf519d311ddcc8ff84d78d18fae051985bef348716354e069e3d6d670e4db604"},
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+    {file = "sentence-transformers-2.6.1.tar.gz", hash = "sha256:633ad6b70e390ea335de8689652a5d6c21a323b79ed19519c2f392451088487f"},
+    {file = "sentence_transformers-2.6.1-py3-none-any.whl", hash = "sha256:a887e17696b513f99a709ce1f37fd547f53857aebe863785ede546c303b09ea0"},
 ]
 
 [package.dependencies]
@@ -2409,6 +2483,7 @@ transformers = ">=4.32.0,<5.0.0"
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2420,6 +2495,7 @@ files = [
 name = "smmap"
 version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2428,20 +2504,22 @@ files = [
 ]
 
 [[package]]
-name = "sniffio"
-version = "1.3.1"
-description = "Sniff out which async library your code is running under"
+name = "soupsieve"
+version = "2.5"
+description = "A modern CSS selector implementation for Beautiful Soup."
+category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
 ]
 
 [[package]]
 name = "sqlalchemy"
 version = "2.0.29"
 description = "Database Abstraction Library"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2527,13 +2605,14 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "streamlit"
-version = "1.32.2"
+version = "1.33.0"
 description = "A faster way to build and share data apps"
+category = "main"
 optional = false
-python-versions = ">=3.8, !=3.9.7"
+python-versions = "!=3.9.7,>=3.8"
 files = [
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+    {file = "streamlit-1.33.0-py2.py3-none-any.whl", hash = "sha256:bfacb5d1edefcf803c2040b051a21b4c81317a9865448e6767d0a0c6aae7edae"},
+    {file = "streamlit-1.33.0.tar.gz", hash = "sha256:a8da8ff46f5b948c56d2dc7aca7a61cf8d995f4f21744cf82258ae75e63004ba"},
 ]
 
 [package.dependencies]
@@ -2543,7 +2622,7 @@ cachetools = ">=4.0,<6"
 click = ">=7.0,<9"
 gitpython = ">=3.0.7,<3.1.19 || >3.1.19,<4"
 numpy = ">=1.19.3,<2"
-packaging = ">=16.8,<24"
+packaging = ">=16.8,<25"
 pandas = ">=1.3.0,<3"
 pillow = ">=7.1.0,<11"
 protobuf = ">=3.20,<5"
@@ -2564,6 +2643,7 @@ snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python
 name = "sympy"
 version = "1.12"
 description = "Computer algebra system (CAS) in Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2578,6 +2658,7 @@ mpmath = ">=0.19"
 name = "tenacity"
 version = "8.2.3"
 description = "Retry code until it succeeds"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2592,6 +2673,7 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 name = "threadpoolctl"
 version = "3.4.0"
 description = "threadpoolctl"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2603,6 +2685,7 @@ files = [
 name = "tokenizers"
 version = "0.15.2"
 description = ""
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2730,6 +2813,7 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2741,6 +2825,7 @@ files = [
 name = "toolz"
 version = "0.12.1"
 description = "List processing tools and functional utilities"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2750,36 +2835,37 @@ files = [
 
 [[package]]
 name = "torch"
-version = "2.2.1"
+version = "2.2.2"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2810,6 +2896,7 @@ optree = ["optree (>=0.9.1)"]
 name = "tornado"
 version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -2830,6 +2917,7 @@ files = [
 name = "tqdm"
 version = "4.66.2"
 description = "Fast, Extensible Progress Meter"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2848,13 +2936,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.39.1"
+version = "4.39.3"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
+category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "transformers-4.39.1-py3-none-any.whl", hash = "sha256:df167e08b27ab254044a38bb7c439461cd3916332205416e9b6b1592b517a1a5"},
-    {file = "transformers-4.39.1.tar.gz", hash = "sha256:ab9c1e1912843b9976e6cc62b27cd5434284fc0dab465e1b660333acfa81c6bc"},
+    {file = "transformers-4.39.3-py3-none-any.whl", hash = "sha256:7838034a12cca3168247f9d2d1dba6724c9de3ae0f73a108258c6b8fc5912601"},
+    {file = "transformers-4.39.3.tar.gz", hash = "sha256:2586e5ff4150f122716fc40f5530e92871befc051848fbe82600969c535b762d"},
 ]
 
 [package.dependencies]
@@ -2918,6 +3007,7 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 name = "triton"
 version = "2.2.0"
 description = "A language and compiler for custom Deep Learning operations"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2941,6 +3031,7 @@ tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
 name = "typing-extensions"
 version = "4.10.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2952,6 +3043,7 @@ files = [
 name = "typing-inspect"
 version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2967,6 +3059,7 @@ typing-extensions = ">=3.7.4"
 name = "tzdata"
 version = "2024.1"
 description = "Provider of IANA time zone data"
+category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -2978,6 +3071,7 @@ files = [
 name = "urllib3"
 version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2995,6 +3089,7 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "watchdog"
 version = "4.0.0"
 description = "Filesystem events monitoring"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3036,6 +3131,7 @@ watchmedo = ["PyYAML (>=3.10)"]
 name = "yarl"
 version = "1.9.4"
 description = "Yet another URL library"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3138,4 +3234,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "c6e3d0962c9096c43b62d0268d36ec2b3ddd48fe086d2cf77461b1e4f7ab2486"
+content-hash = "dd0d2645ef1c5fccb5fb7940f8327471be408ed33addec5065d7e1caa7a871ac"

pyproject.toml

@@ -16,6 +16,7 @@ faiss-cpu = "^1.8.0"
 pandas = "^2.2.1"
 tqdm = "^4.66.2"
 streamlit = "^1.32.2"
+beautifulsoup4 = "^4.12.3"
 
 
 [build-system]