python rag chatbot with Oracle Database 23ai v .1

Author: paulparkinson

README.md

@@ -17,6 +17,7 @@ MISSING
 ## Notes/Issues
 Spring Boot 3.0 requires Java 17 as a minimum version.
 
+
 ## URLs
 https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3874
 

python-rag-chatbot/README.md

@@ -7,7 +7,14 @@
 [**LangChain**](https://www.langchain.com/) 
 
 
-
+## TODO instructions
+
+- setup ~/.oci/config
+- set yourcompartmentid
+- podman run -d --name 23ai -p 1521:1521 -e ORACLE_PWD=Welcome12345 -v oracle-volume:/Users/pparkins/oradata container-registry.oracle.com/database/free:latest
+- create/config vector tablespace and user
+- add oracle database info for use in init_rag_streamlit.py / init_rag_streamlit_exp.py
+- run run_oracle_bot.sh /run_oracle_bot_exp.sh
 
 
 ## Documentation

python-rag-chatbot/init_rag.py

@@ -49,7 +49,7 @@
 
 # private configs
 CONFIG_PROFILE = "DEFAULT"
-COMPARTMENT_OCID = "ocid1.compartment.oc1..aaaaaaaajdyhd7dqnix2avhlckbhhkkcl3cujzyuz6jzyzonadca3i66pqjq"
+COMPARTMENT_OCID = "ocid1.compartment.oc1..yourcompartmentid"
 oci_config = oci.config.from_file("~/.oci/config", CONFIG_PROFILE)
 COHERE_API_KEY = oci_config['security_token_file']
 DEBUG = True
@@ -155,7 +155,7 @@ def initialize_rag_chain():
 
         llm = OCIGenAI(
             service_endpoint="https://inference.generativeai.us-chicago-1.oci.oraclecloud.com",
-            compartment_id="ocid1.compartment.oc1..aaaaaaaajdyhd7dqnix2avhlckbhhkkcl3cujzyuz6jzyzonadca3i66pqjq",
+            compartment_id="ocid1.compartment.oc1..yourcompartmentid",
             model_kwargs={"max_tokens": 1000},
             auth_type='SECURITY_TOKEN',
         )

python-rag-chatbot/init_rag_streamlit_exp.py

@@ -63,7 +63,7 @@
 
 # private configs
 CONFIG_PROFILE = "DEFAULT"
-COMPARTMENT_OCID = "ocid1.compartment.oc1..aaaaaaaajdyhd7dqnix2avhlckbhhkkcl3cujzyuz6jzyzonadca3i66pqjq"
+COMPARTMENT_OCID = "ocid1.compartment.oc1..yourcompartmentid"
 oci_config = oci.config.from_file("~/.oci/config", CONFIG_PROFILE)
 COHERE_API_KEY = oci_config['security_token_file']
 
@@ -252,7 +252,7 @@ def build_llm(llm_type):
         llm = OCIGenAI(
             model_id="cohere.command",
             service_endpoint="https://inference.generativeai.us-chicago-1.oci.oraclecloud.com",
-            compartment_id="ocid1.compartment.oc1..aaaaaaaajdyhd7dqnix2avhlckbhhkkcl3cujzyuz6jzyzonadca3i66pqjq",
+            compartment_id="ocid1.compartment.oc1..yourcompartmentid",
             model_kwargs={"max_tokens": 200},
             auth_type='SECURITY_TOKEN',
         )

python-rag-chatbot/oci_llm.py

@@ -99,7 +99,7 @@ def _call(
             print(prompt)
             print()
 
-        print("Calling OCI genai...pankssssss")
+        print("Calling OCI genai...")
         generate_text_response = self.generative_ai_client.generate_text(
             generate_text_detail
         )