freeze dependencies

Author: yoavfish

README.md

@@ -61,6 +61,8 @@ AI21 Labs:
     >>- `--early-stop` to load only 100 embedded documents into OpenSearch
     >>- `--index` to use a different index than the default **rag**
     >>- `--region` in case you are not using the default **us-east-1**
+    >>- `--multi-tenant` to use multi tenancy, will load data with tenant IDs (1-5)
+    
 
 3. Now that we have embedded text, into our OpenSearch cluster, we can start querying our LLM model Titan text in Amazon Bedrock with RAG
 
@@ -72,6 +74,8 @@ AI21 Labs:
     >>- `--index` to use a different index than the default **rag**
     >>- `--region` in case you are not using the default **us-east-1**
     >>- `--bedrock-model-id` to choose different models than Anthropic's Claude v2
+    >>- `--tenant-id` to filter only a specific tenant ID
+
 
 ### Cleanup
 

ask-bedrock-with-rag.py

@@ -109,7 +109,6 @@ def main():
     logger.info("These are the similar documents from OpenSearch based on the provided query:")
     source_documents = response.get('context')
     for d in source_documents:
-        print (f"tenant_id={tenant_id}")
         logger.info(f"Text: {d.page_content}")
 
     print("")

requirements.txt

@@ -1,8 +1,8 @@
-boto3
-langchain
-langchain-community
-langchain-core
-coloredlogs
-jq
-opensearch-py
-loguru
+boto3>=1.35.73
+langchain==0.1.14
+langchain-community==0.0.36
+langchain-core==0.1.50
+coloredlogs>=15.0.1
+jq==1.7.0
+opensearch-py==2.5.0
+loguru==0.7.2