Merge branch 'mrh-online-proposal' of github.com:BRUNIX-AI/assistance-engine into mrh-online-proposal

pyproject.toml

@@ -7,6 +7,9 @@ requires-python = ">=3.11"
 dependencies = [
     "grpcio>=1.78.0",
     "grpcio-tools>=1.78.0",
+    "langchain>=1.2.10",
+    "langchain-community>=0.4.1",
+    "langchain-elasticsearch>=1.0.0",
     "loguru>=0.7.3",
     "numpy>=2.4.2",
     "pandas>=3.0.0",

scratches/izapata/tst_elastic_seach.py

@@ -0,0 +1,19 @@
+from langchain_elasticsearch import ElasticsearchStore
+from langchain_community.llms import Ollama
+from langchain_community.embeddings import OllamaEmbeddings
+
+es_url = "http://localhost:9200"
+
+base_url = "http://ollama-light-service:11434"
+model_name = "qwen2.5:1.5b"
+
+print(f"Starting server")
+
+llm = Ollama(base_url=base_url, model=model_name)
+embeddings = OllamaEmbeddings(base_url=base_url, model="nomic-embed-text")
+
+
+vector_store = ElasticsearchStore(
+    es_url=es_url, index_name="avap_manuals", embedding=embeddings
+)
+print(vector_store)