From 883760515367738c5b85c8e86b99c030aba06201 Mon Sep 17 00:00:00 2001 From: Cristiano Hoshikawa Date: Wed, 14 Jan 2026 17:37:30 -0300 Subject: [PATCH] first commit --- files/index.html | 283 ++++++++++++++++++++++++++++++++++++++++------- 1 file changed, 241 insertions(+), 42 deletions(-) diff --git a/files/index.html b/files/index.html index c43b1ef..f5ae32a 100644 --- a/files/index.html +++ b/files/index.html @@ -2,91 +2,290 @@ - GraphRAG Chat - + Oracle AI RFP Response + -

🧠 Oracle GraphRAG Chat

+

🧠 Oracle AI RFP Response

-
-
+ +
-

- Oracle LAD A-Team
- Cristiano Hoshikawa
- cristiano.hoshikawa@oracle.com -

+

+ Oracle LAD A-Team
+ Cristiano Hoshikawa
+ cristiano.hoshikawa@oracle.com +

-

- Tutorial in: https://docs.oracle.com/en/learn/oci-genai-pdf
-

+

+ Tutorial: + https://docs.oracle.com/en/learn/oci-genai-pdf
+ REST Service Endpoint: + http://demo-orcl-api-ai.hoshikawa.com.br:8101/chat +

-

- GraphRAG • Oracle 23ai • Embeddings • LLM • Flask API -

+
-
- Demo Version -
+

Overview

+ +

+ This application provides an AI-assisted RFP response engine for + Oracle Cloud Infrastructure (OCI). + It analyzes natural language requirements and returns a + structured, evidence-based technical response. +

+ +
    +
  • Official Oracle technical documentation
    • +
  • Semantic search using vector embeddings
    • +
  • Knowledge Graph signals
    • +
  • Large Language Models (LLMs)
    • +
-
- -
- + +
-

Answer

-

+    
Try It — Live RFP Question

+
+    

+        Enter an RFP requirement or technical question below.
+        The API will return a structured JSON response.
+    

+
+    
+    
+
+    
AI Response

+    

+
+

+
+
+

+
+    
REST API Usage

+
+    

+        The service exposes a POST endpoint that accepts a JSON payload.
+    

+
+    
+        curl -X POST http://demo-orcl-api-ai.hoshikawa.com.br:8101/chat \
+        -H "Content-Type: application/json" \
+        -d '{
+        "question": "Does Oracle Cloud Infrastructure (OCI) Compute support online resizing of memory for running virtual machine instances?"
+        }'
+    
+
+    
Request Parameters

+
+    

+        question (string)

+        Natural language description of an RFP requirement or technical capability.
+        Small wording changes may affect how intent and evidence are interpreted.
+    

+
+

+
+
+

+
+    
AI Response JSON Structure

+
+    

+        The API always returns a strict and normalized JSON structure,
+        designed for traceability, auditing, and human validation.
+    

+
+    
answer

+    

+        Final assessment of the requirement:
+        YES, NO, or PARTIAL.
+        A NO means the requirement is not explicitly satisfied as written.
+    

+
+    
confidence

+    

+        Indicates the strength of the supporting evidence:
+        HIGH, MEDIUM, or LOW.
+    

+
+    
ambiguity_detected

+    

+        Flags whether the requirement is vague, overloaded, or open to interpretation.
+    

+
+    
confidence_reason

+    

+        Short explanation justifying the confidence level.
+    

+
+    
justification

+    

+        Technical rationale connecting the evidence to the requirement.
+        This is not marketing text.
+    

+
+    
evidence

+    

+        List of supporting references:
+    

+    
    
+        
  • quote – Exact extracted text
    • 
+        
  • source – URL or document reference
    • 
+    

+
+

+
+
+

+
+    
Important Notes

+
+    
    
+        
  • 
+            Responses are generated by an LLM.
+            Even with low temperature, minor variations may occur across executions.
+        
    • 
+        
  • 
+            Results depend on wording, terminology, and framing of the requirement.
+        
    • 
+        
  • 
+            In many RFPs, an initial NO can be reframed into a valid
+            YES by mapping the requirement to the correct OCI service.
+        
    • 
+        
  • 
+            Human review is mandatory.
+            This tool supports architects and RFP teams — it does not replace them.
+        
    • 
+    

+
+    

+        GraphRAG • Oracle Autonomous Database 23ai • Embeddings • Knowledge Graph • LLM • Flask API
+    

+
+