modify knowledge

Knowledge.py

@@ -51,6 +51,7 @@ def Chain(question, contents, api):
     model = ChatGoogleGenerativeAI(
         model='gemini-pro',
         google_api_key = api,
+        tempertature = 0.1,
         safety_settings = {
             genai.types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT: genai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH,
             genai.types.HarmCategory.HARM_CATEGORY_HARASSMENT: genai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH,
@@ -66,7 +67,8 @@ def Chain(question, contents, api):
     )
     while(True):
         try:
-            return chain.invoke(question)
+            answer = chain.invoke(question)
+            return answer
         except:
             time.sleep(1)
 

requirements.txt

@@ -4,17 +4,25 @@ aiosignal==1.3.1
 altair==5.3.0
 annotated-types==0.7.0
 anyio==4.4.0
+asgiref==3.8.1
 async-timeout==4.0.3
 attrs==23.2.0
+backoff==2.2.1
+bcrypt==4.1.3
+build==1.2.1
 cached-property==1.5.2
 cachetools==5.3.3
 certifi==2024.6.2
 charset-normalizer==3.3.2
 chevron==0.14.0
+chroma-hnswlib==0.7.3
+chromadb==0.5.0
 click==8.1.7
+coloredlogs==15.0.1
 contourpy==1.2.1
 cycler==0.12.1
 dataclasses-json==0.6.6
+Deprecated==1.2.14
 dnspython==2.6.1
 email_validator==2.1.1
 exceptiongroup==1.2.1
@@ -22,6 +30,7 @@ fastapi==0.111.0
 fastapi-cli==0.0.4
 ffmpy==0.3.2
 filelock==3.14.0
+flatbuffers==24.3.25
 fonttools==4.53.0
 frozendict==2.4.4
 frozenlist==1.4.1
@@ -45,7 +54,9 @@ httplib2==0.22.0
 httptools==0.6.1
 httpx==0.27.0
 huggingface-hub==0.23.3
+humanfriendly==10.0
 idna==3.7
+importlib_metadata==7.1.0
 importlib_resources==6.4.0
 Jinja2==3.1.4
 jsonpatch==1.33
@@ -53,6 +64,7 @@ jsonpointer==2.4
 jsonschema==4.22.0
 jsonschema-specifications==2023.12.1
 kiwisolver==1.4.5
+kubernetes==29.0.0
 langchain==0.2.2
 langchain-community==0.2.3
 langchain-core==0.2.4
@@ -64,13 +76,30 @@ MarkupSafe==2.1.5
 marshmallow==3.21.3
 matplotlib==3.9.0
 mdurl==0.1.2
+mmh3==4.1.0
+monotonic==1.6
+mpmath==1.3.0
 multidict==6.0.5
 mypy-extensions==1.0.0
 numpy==1.26.4
+oauthlib==3.2.2
+onnxruntime==1.18.0
+opentelemetry-api==1.25.0
+opentelemetry-exporter-otlp-proto-common==1.25.0
+opentelemetry-exporter-otlp-proto-grpc==1.25.0
+opentelemetry-instrumentation==0.46b0
+opentelemetry-instrumentation-asgi==0.46b0
+opentelemetry-instrumentation-fastapi==0.46b0
+opentelemetry-proto==1.25.0
+opentelemetry-sdk==1.25.0
+opentelemetry-semantic-conventions==0.46b0
+opentelemetry-util-http==0.46b0
 orjson==3.10.3
+overrides==7.7.0
 packaging==23.2
 pandas==2.2.2
 pillow==10.3.0
+posthog==3.5.0
 proto-plus==1.23.0
 protobuf==4.25.3
 pyasn1==0.6.0
@@ -82,6 +111,8 @@ Pygments==2.18.0
 PyMuPDF==1.24.5
 PyMuPDFb==1.24.3
 pyparsing==3.1.2
+PyPika==0.48.9
+pyproject_hooks==1.1.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.0.1
 python-multipart==0.0.9
@@ -89,6 +120,7 @@ pytz==2024.1
 PyYAML==6.0.1
 referencing==0.35.1
 requests==2.32.3
+requests-oauthlib==2.0.0
 rich==13.7.1
 rpds-py==0.18.1
 rsa==4.9
@@ -99,7 +131,10 @@ six==1.16.0
 sniffio==1.3.1
 SQLAlchemy==2.0.30
 starlette==0.37.2
+sympy==1.12.1
 tenacity==8.3.0
+tokenizers==0.19.1
+tomli==2.0.1
 tomlkit==0.12.0
 toolz==0.12.1
 tqdm==4.66.4
@@ -113,5 +148,8 @@ urllib3==2.2.1
 uvicorn==0.30.1
 uvloop==0.19.0
 watchfiles==0.22.0
+websocket-client==1.8.0
 websockets==11.0.3
+wrapt==1.16.0
 yarl==1.9.4
+zipp==3.19.2