misc honestly

app.py

@@ -30,4 +30,4 @@ if st.button('Query Database'):
             n_results=10,
             include = ['documents']
         )
-        st.write(results)
+        st.write(results["documents"])

chromadb/a81ece71-a3dd-473b-b74b-da3ab01ee2b8/data_level0.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7dae3ee3f81c92a916610420e67bdc858c853e6399addd96e645880895fe3d7c
+oid sha256:aead1bd9ef8ff975d543d56114a7c2d52ca5dcd57c8300e28505f18a10fe4a7c
 size 4236000

chromadb/a81ece71-a3dd-473b-b74b-da3ab01ee2b8/length.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:68c0dcdcf4beb64e7114c6b79a57d69e9cb8314dbb4d5613c019b8a83d6d2ae5
+oid sha256:fc19b1997119425765295aeab72d76faa6927d4f83985d328c26f20468d6cc76
 size 4000

requirements.txt

@@ -35,6 +35,7 @@ idna==3.6
 importlib-metadata==6.11.0
 importlib_resources==6.3.0
 Jinja2==3.1.3
+joblib==1.3.2
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 kubernetes==29.0.0
@@ -44,6 +45,7 @@ mdurl==0.1.2
 mmh3==4.1.0
 monotonic==1.6
 mpmath==1.3.0
+networkx==3.2.1
 numpy==1.26.4
 oauthlib==3.2.2
 onnxruntime==1.17.1
@@ -80,11 +82,16 @@ python-dotenv==1.0.1
 pytz==2024.1
 PyYAML==6.0.1
 referencing==0.33.0
+regex==2023.12.25
 requests==2.31.0
 requests-oauthlib==1.4.0
 rich==13.7.1
 rpds-py==0.18.0
 rsa==4.9
+safetensors==0.4.2
+scikit-learn==1.4.1.post1
+scipy==1.12.0
+sentence-transformers==2.5.1
 six==1.16.0
 smmap==5.0.1
 sniffio==1.3.1
@@ -92,11 +99,14 @@ starlette==0.36.3
 streamlit==1.32.2
 sympy==1.12
 tenacity==8.2.3
+threadpoolctl==3.3.0
 tokenizers==0.15.2
 toml==0.10.2
 toolz==0.12.1
+torch==2.2.1
 tornado==6.4
 tqdm==4.66.2
+transformers==4.38.2
 typer==0.9.0
 typing_extensions==4.10.0
 tzdata==2024.1