attempt to interface langcnain and weaviate

chain_weaviate.py

@@ -0,0 +1,67 @@
+# goal: store results from app.py into vector store
+
+from structured_apparatus_chain import (
+    arxiv_chain as apparatus_arxiv_chain, 
+    pub_med_chain as apparatus_pub_med_chain, 
+    wikipedia_chain as apparatus_wikipedia_chain
+)
+from structured_experiment_chain import (
+    arxiv_chain as experiment_arxiv_chain, 
+    pub_med_chain as experiment_pub_med_chain, 
+    wikipedia_chain as experiment_wikipedia_chain
+)
+
+from weaviate_utils import init_client
+
+from datetime import datetime, timezone
+
+
+
+
+def main():
+    exp_qury = "fabricating cellolouse based electronics"
+    exp_qury = "fabrication of spider silk"
+    # app_query = "microscope"
+    # app_data = apparatus_arxiv_chain.invoke(app_query)
+    exp_data = experiment_arxiv_chain.invoke(exp_qury)
+    
+    weaviate_client = init_client()
+    
+    component_collection = weaviate_client.collections.get("Component")
+    component_image_collection = weaviate_client.collections.get("ComponentImage")
+    science_experiment_collection = weaviate_client.collections.get("ScienceEperiment")
+    
+    
+    exp_uuid = science_experiment_collection.data.insert({
+        "DateCreated": datetime.now(timezone.utc),
+        "FieldsOfStudy": exp_data['Fields_of_study'],
+        "Tags": exp_data['Fields_of_study'],
+        "Experiment_Name": exp_data['Experiment_Name'],
+        "Material": exp_data['Material'],
+        "Sources": exp_data['Sources'],
+        "Protocal": exp_data['Protocal'],
+        "Purpose_of_Experiments": exp_data['Purpose_of_Experiments'],
+        "Safety_Precaution": exp_data['Safety_Precuation'],  # Corrected spelling mistake
+        "Level_of_Difficulty": exp_data['Level_of_Difficulty'],
+    })
+    
+    jj = science_experiment_collection.query.near_text(
+        query="biology",
+        limit=2
+    )
+    
+    
+    
+    # uuid = component_collection.data.insert({
+    #     "DateCreated" : datetime.now(timezone.utc),
+    #     "UsedInComps" : [query],
+    #     "ToolName" : shap_e_sample,
+    #     "Tags" : shap_e_list,
+    #     "feildsOfStudy" : shap_e_list,
+    #     # "GlbBlob" : base_64_result,
+    # })
+    
+    x = 0
+
+if __name__ == '__main__':
+    main()

weaviate_utils.py

@@ -52,18 +52,22 @@ def main() :
     try:
         client = init_client()
         client.collections.create(
-        name="ScienceEperiment",
+        name="ScienceExperiment",
         description="Science Experiment with the goal of making something",
         vectorizer_config=wvc.config.Configure.Vectorizer.text2vec_openai(),
         properties=[
-            # wvc.config.Property(name="id", data_type=wvc.config.DataType.UUID),
-            wvc.config.Property(name="DateCreated", data_type=wvc.config.DataType.DATE),
-            wvc.config.Property(name="UsedInComps", data_type=wvc.config.DataType.TEXT_ARRAY),
-            wvc.config.Property(name="FeildsOfStudy", data_type=wvc.config.DataType.TEXT_ARRAY),
-            wvc.config.Property(name="ToolName", data_type=wvc.config.DataType.TEXT),
-            wvc.config.Property(name="Tags", data_type=wvc.config.DataType.TEXT_ARRAY),
-        ]
-    )
+        wvc.config.Property(name="DateCreated", data_type=wvc.config.DataType.DATE),
+        wvc.config.Property(name="UsedInComps", data_type=wvc.config.DataType.TEXT_ARRAY),
+        wvc.config.Property(name="FieldsOfStudy", data_type=wvc.config.DataType.TEXT_ARRAY),
+        wvc.config.Property(name="Experiment_Name", data_type=wvc.config.DataType.TEXT),
+        wvc.config.Property(name="Material", data_type=wvc.config.DataType.TEXT_ARRAY),
+        wvc.config.Property(name="Sources", data_type=wvc.config.DataType.TEXT_ARRAY),
+        wvc.config.Property(name="Protocal", data_type=wvc.config.DataType.TEXT_ARRAY),
+        wvc.config.Property(name="Purpose_of_Experiments", data_type=wvc.config.DataType.TEXT),
+        wvc.config.Property(name="Safety_Precaution", data_type=wvc.config.DataType.TEXT),
+        wvc.config.Property(name="Level_of_Difficulty", data_type=wvc.config.DataType.TEXT),
+    ]
+)
     finally:
         client.close()