- Allowing for multiple types of Catalogs

- Introduction of retrievers
- Ensuring processing information is collected from Catalog iso Tenant
- Introduction of a generic Form class to enable dynamic fields based on a configuration
- Realisation of Retriever functionality to support dynamic fields

eveai_chat_workers/tasks.py

@@ -22,7 +22,7 @@ from common.models.interaction import ChatSession, Interaction, InteractionEmbed
 from common.extensions import db
 from common.utils.celery_utils import current_celery
 from common.utils.model_utils import select_model_variables, create_language_template, replace_variable_in_template
-from common.langchain.eveai_retriever import EveAIRetriever
+from common.langchain.eveai_default_rag_retriever import EveAIDefaultRagRetriever
 from common.langchain.eveai_history_retriever import EveAIHistoryRetriever
 from common.utils.business_event import BusinessEvent
 from common.utils.business_event_context import current_event
@@ -139,7 +139,7 @@ def answer_using_tenant_rag(question, language, tenant, chat_session):
         new_interaction.detailed_question_at = dt.now(tz.utc)
 
     with current_event.create_span("Generate Answer using RAG"):
-        retriever = EveAIRetriever(model_variables, tenant_info)
+        retriever = EveAIDefaultRagRetriever(model_variables, tenant_info)
         llm = model_variables['llm']
         template = model_variables['rag_template']
         language_template = create_language_template(template, language)
@@ -243,7 +243,7 @@ def answer_using_llm(question, language, tenant, chat_session):
         new_interaction.detailed_question_at = dt.now(tz.utc)
 
     with current_event.create_span("Detail Answer using LLM"):
-        retriever = EveAIRetriever(model_variables, tenant_info)
+        retriever = EveAIDefaultRagRetriever(model_variables, tenant_info)
         llm = model_variables['llm_no_rag']
         template = model_variables['encyclopedia_template']
         language_template = create_language_template(template, language)