Added tests for NVFoundationLLMService and FaissVectorDbService

conda/environments/all_cuda-121_arch-x86_64.yaml

@@ -13,7 +13,7 @@ dependencies:
 - appdirs
 - arxiv=1.4
 - automake
-- beautifulsoup4
+- beautifulsoup4=4.12
 - benchmark=1.8.3
 - boost-cpp=1.84
 - boto3
@@ -69,7 +69,7 @@ dependencies:
 - numexpr
 - numpydoc=1.5
 - nvtabular=23.08.00
-- onnx
+- onnx=1.15
 - openai=1.13
 - papermill=2.4.0
 - pip
@@ -95,11 +95,11 @@ dependencies:
 - rdma-core>=48
 - requests
 - requests-cache=1.1
-- requests-toolbelt
+- requests-toolbelt=1.0
 - s3fs=2023.12.2
 - scikit-build=0.17.6
 - scikit-learn=1.3.2
-- sentence-transformers
+- sentence-transformers=2.7
 - sphinx
 - sphinx_rtd_theme
 - sqlalchemy
@@ -117,15 +117,18 @@ dependencies:
 - pip:
   - --find-links https://data.dgl.ai/wheels-test/repo.html
   - --find-links https://data.dgl.ai/wheels/cu121/repo.html
+  - PyMuPDF==1.23.*
   - PyMuPDF==1.23.21
   - databricks-cli < 0.100
   - databricks-connect
   - dgl==2.0.0
   - dglgo
-  - google-search-results==2.4
-  - langchain==0.1.9
+  - faiss-gpu==1.7.*
+  - google-search-results==2.4.*
+  - langchain-nvidia-ai-endpoints==0.0.11
+  - langchain==0.1.16
   - milvus==2.3.5
-  - nemollm
+  - nemollm==0.3.5
   - pymilvus==2.3.6
   - pytest-kafka==0.6.0
 name: all_cuda-121_arch-x86_64

conda/environments/dev_cuda-121_arch-x86_64.yaml

@@ -11,7 +11,6 @@ channels:
 dependencies:
 - appdirs
 - automake
-- beautifulsoup4
 - benchmark=1.8.3
 - boost-cpp=1.84
 - breathe=4.35.0
@@ -78,7 +77,6 @@ dependencies:
 - rdma-core>=48
 - requests
 - requests-cache=1.1
-- requests-toolbelt
 - scikit-build=0.17.6
 - scikit-learn=1.3.2
 - sphinx

conda/environments/examples_cuda-121_arch-x86_64.yaml

@@ -12,7 +12,7 @@ dependencies:
 - anyio>=3.7
 - appdirs
 - arxiv=1.4
-- beautifulsoup4
+- beautifulsoup4=4.12
 - boto3
 - click >=8
 - cuml=24.02.*
@@ -35,7 +35,7 @@ dependencies:
 - numexpr
 - numpydoc=1.5
 - nvtabular=23.08.00
-- onnx
+- onnx=1.15
 - openai=1.13
 - papermill=2.4.0
 - pip
@@ -48,10 +48,10 @@ dependencies:
 - pytorch=*=*cuda*
 - requests
 - requests-cache=1.1
-- requests-toolbelt
+- requests-toolbelt=1.0
 - s3fs=2023.12.2
 - scikit-learn=1.3.2
-- sentence-transformers
+- sentence-transformers=2.7
 - sqlalchemy
 - tqdm=4
 - transformers=4.36.2
@@ -61,14 +61,16 @@ dependencies:
 - pip:
   - --find-links https://data.dgl.ai/wheels-test/repo.html
   - --find-links https://data.dgl.ai/wheels/cu121/repo.html
-  - PyMuPDF==1.23.21
+  - PyMuPDF==1.23.*
   - databricks-cli < 0.100
   - databricks-connect
   - dgl==2.0.0
   - dglgo
-  - google-search-results==2.4
-  - langchain==0.1.9
+  - faiss-gpu==1.7.*
+  - google-search-results==2.4.*
+  - langchain-nvidia-ai-endpoints==0.0.11
+  - langchain==0.1.16
   - milvus==2.3.5
-  - nemollm
+  - nemollm==0.3.5
   - pymilvus==2.3.6
 name: examples_cuda-121_arch-x86_64

conda/environments/runtime_cuda-121_arch-x86_64.yaml

@@ -10,7 +10,6 @@ channels:
 - pytorch
 dependencies:
 - appdirs
-- beautifulsoup4
 - click >=8
 - datacompy=0.10
 - dill=0.3.7
@@ -30,7 +29,6 @@ dependencies:
 - pytorch=*=*cuda*
 - requests
 - requests-cache=1.1
-- requests-toolbelt
 - scikit-learn=1.3.2
 - sqlalchemy
 - tqdm=4

dependencies.yaml

@@ -32,10 +32,7 @@ files:
       - docs
       - example-dfp-prod
       - example-gnn
-      - example-llm-agents
-      - example-llm-completion
-      - example-llm-rag
-      - example-llm-vdb-upload
+      - example-llms
       - python
       - runtime
       - test_python_morpheus
@@ -86,10 +83,7 @@ files:
       - development
       - example-dfp-prod
       - example-gnn
-      - example-llm-agents
-      - example-llm-completion
-      - example-llm-rag
-      - example-llm-vdb-upload
+      - example-llms
       - python
       - runtime
       - test_python_morpheus
@@ -107,10 +101,7 @@ files:
       - docs
       - example-dfp-prod
       - example-gnn
-      - example-llm-agents
-      - example-llm-completion
-      - example-llm-rag
-      - example-llm-vdb-upload
+      - example-llms
       - python
       - runtime
 
@@ -132,10 +123,7 @@ files:
       - cve-mitigation
       - example-dfp-prod
       - example-gnn
-      - example-llm-agents
-      - example-llm-completion
-      - example-llm-rag
-      - example-llm-vdb-upload
+      - example-llms
       - python
       - runtime
 
@@ -249,7 +237,6 @@ dependencies:
           - &dill dill=0.3.7
           - &scikit-learn scikit-learn=1.3.2
           - appdirs
-          - beautifulsoup4
           - datacompy=0.10
           - elasticsearch==8.9.0
           - feedparser=6.0.10
@@ -264,7 +251,6 @@ dependencies:
           - pytorch=*=*cuda*
           - requests
           - requests-cache=1.1
-          - requests-toolbelt # Transitive dep needed by nemollm, specified here to ensure we get a compatible version
           - sqlalchemy
           - tqdm=4
           - typing_utils=0.1
@@ -318,55 +304,32 @@ dependencies:
             - dgl==2.0.0
             - dglgo
 
-  example-llm-agents:
+  example-llms:
     common:
       - output_types: [conda]
         packages:
-          - &grpcio-status grpcio-status==1.59
           - &transformers transformers=4.36.2 # newer versions are incompatible with our pinned version of huggingface_hub
-          - huggingface_hub=0.20.2 # work-around for https://github.com/UKPLab/sentence-transformers/issues/1762
-          - numexpr
-          - sentence-transformers
-          - pip
-          - pip:
-            - &langchain langchain==0.1.9
-            - nemollm
-
-  example-llm-completion:
-    common:
-      - output_types: [conda]
-        packages:
-          - *grpcio-status
-          - &arxiv arxiv=1.4
-          - &newspaper3k newspaper3k=0.2
-          - &pypdf pypdf=3.17.4
-
-  example-llm-rag:
-    common:
-      - output_types: [conda]
-        packages:
-          - *grpcio-status
           - anyio>=3.7
+          - arxiv=1.4
+          - beautifulsoup4=4.12
+          - grpcio-status==1.59
+          - huggingface_hub=0.20.2 # work-around for https://github.com/UKPLab/sentence-transformers/issues/1762
           - jsonpatch>=1.33
+          - newspaper3k=0.2
+          - numexpr
+          - onnx=1.15
           - openai=1.13
+          - pypdf=3.17.4
+          - requests-toolbelt=1.0 # Transitive dep needed by nemollm, specified here to ensure we get a compatible version
+          - sentence-transformers=2.7
           - pip
           - pip:
-            - *langchain
-            - google-search-results==2.4
-
-  example-llm-vdb-upload:
-    common:
-      - output_types: [conda]
-        packages:
-          - *arxiv
-          - *grpcio-status
-          - *newspaper3k
-          - *pypdf
-          - onnx
-          - pip
-          - pip:
-              - PyMuPDF==1.23.21
-              - *langchain
+            - faiss-gpu==1.7.*
+            - google-search-results==2.4.*
+            - langchain-nvidia-ai-endpoints==0.0.11
+            - langchain==0.1.16
+            - nemollm==0.3.5
+            - PyMuPDF==1.23.*
 
   model-training-tuning:
     common:

morpheus.code-workspace

@@ -695,7 +695,7 @@
             "tests"
         ],
         "python.testing.pytestEnabled": true,
-        "python.testing.unittestEnabled": true,
+        "python.testing.unittestEnabled": false,
         "rewrap.wrappingColumn": 120,
         "testMate.cpp.debug.configTemplate": {
             "args": "${argsArray}",