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Cristiano Hoshikawa
2026-01-14 17:11:48 -03:00
parent 30e569b8d2
commit b05a77faa5
1 changed files with 186 additions and 85 deletions
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files/graphrag_rerank.py
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@@ -42,7 +42,7 @@ llm = ChatOCIGenAI(
service_endpoint="https://inference.generativeai.us-chicago-1.oci.oraclecloud.com", service_endpoint="https://inference.generativeai.us-chicago-1.oci.oraclecloud.com",
compartment_id="ocid1.compartment.oc1..aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa", compartment_id="ocid1.compartment.oc1..aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
auth_profile="DEFAULT", auth_profile="DEFAULT",
model_kwargs={"temperature": 0.1, "top_p": 0.75, "max_tokens": 4000}, model_kwargs={"temperature": 0, "top_p": 1, "max_tokens": 4000},
) )
llm_for_rag = ChatOCIGenAI( llm_for_rag = ChatOCIGenAI(
@@ -348,89 +348,190 @@ def parse_rfp_requirement(question: str) -> dict:
and INCLUDE IT EXPLICITLY in the keywords list. and INCLUDE IT EXPLICITLY in the keywords list.
Choose the MOST SPECIFIC applicable item. Choose the MOST SPECIFIC applicable item.
☁️ OCI SERVICE CATEGORIES (MANDATORY) Serviços da Oracle Cloud Infrastructure (OCI):
🖥️ Compute (IaaS) Compute (IaaS)
- compute • Compute Instances (VM)
- compute instances • Bare Metal Instances
- virtual machine • Dedicated VM Hosts
- bare metal • GPU Instances
- gpu • Confidential Computing
- hpc • Capacity Reservations
- confidential computing • Autoscaling (Instance Pools)
- autoscaling • Live Migration
- instance pools • Oracle Cloud VMware Solution (OCVS)
- live migration • HPC (High Performance Computing)
- ocvs (vmware) • Arm-based Compute (Ampere)
- arm compute
Storage
💾 Storage
- object storage Object Storage
- archive storage • Object Storage
- block volume • Object Storage – Archive
- boot volume • Pre-Authenticated Requests
- file storage • Replication
- volume groups
- snapshots Block & File
- replication • Block Volume
• Boot Volume
🌐 Networking • Volume Groups
- vcn • File Storage
- load balancer • File Storage Snapshots
- network load balancer • Data Transfer Service
- dns
- fastconnect Networking
- drg • Virtual Cloud Network (VCN)
- firewall • Subnets
- waf • Internet Gateway
- bastion • NAT Gateway
- vtap • Service Gateway
- private endpoint • Dynamic Routing Gateway (DRG)
• FastConnect
🔐 Security & Identity • Load Balancer (L7 / L4)
- iam • Network Load Balancer
- compartments • DNS
- policies • Traffic Management Steering Policies
- oci vault • IP Address Management (IPAM)
- key management • Network Firewall
- certificates • Web Application Firewall (WAF)
- secrets • Bastion
- cloud guard • Capture Traffic (VTAP)
- security zones • Private Endpoints
- vulnerability scanning
- data safe Security, Identity & Compliance
- audit • Identity and Access Management (IAM)
- logging • Compartments
- shielded instances • Policies
• OCI Vault
📦 Containers & Cloud Native • OCI Key Management (KMS)
- oke • OCI Certificates
- kubernetes • OCI Secrets
- container registry • OCI Bastion
- api gateway • Cloud Guard
- functions • Security Zones
- streaming • Vulnerability Scanning Service
- events • Data Safe
- service mesh • Logging
• Audit
🗄️ Databases • OS Management / OS Management Hub
- autonomous database • Shielded Instances
- adw • Zero Trust Packet Routing
- atp
- base database Databases
- exadata
- mysql Autonomous
- nosql • Autonomous Database (ATP)
• Autonomous Data Warehouse (ADW)
📊 Analytics & AI • Autonomous JSON Database
- analytics cloud
- data science Databases Gerenciados
- data catalog • Oracle Database Service
- big data service • Oracle Exadata Database Service
- generative ai • Exadata Cloud@Customer
- ai services • Base Database Service
• MySQL Database Service
• MySQL HeatWave
• NoSQL Database Cloud Service
• TimesTen
• PostgreSQL (OCI managed)
• MongoDB API (OCI NoSQL compatibility)
Analytics & BI
• Oracle Analytics Cloud (OAC)
• OCI Data Catalog
• OCI Data Integration
• OCI Streaming Analytics
• OCI GoldenGate
• OCI Big Data Service (Hadoop/Spark)
• OCI Data Science
• OCI AI Anomaly Detection
• OCI AI Forecasting
AI & Machine Learning
Generative AI
• OCI Generative AI
• OCI Generative AI Agents
• OCI Generative AI RAG
• OCI Generative AI Embeddings
• OCI AI Gateway (OpenAI-compatible)
AI Services
• OCI Vision (OCR, image analysis)
• OCI Speech (STT / TTS)
• OCI Language (NLP)
• OCI Document Understanding
• OCI Anomaly Detection
• OCI Forecasting
• OCI Data Labeling
Containers & Cloud Native
• OCI Container Engine for Kubernetes (OKE)
• Container Registry (OCIR)
• Service Mesh
• API Gateway
• OCI Functions (FaaS)
• OCI Streaming (Kafka-compatible)
• OCI Queue
• OCI Events
• OCI Resource Manager (Terraform)
Integration & Messaging
• OCI Integration Cloud (OIC)
• OCI Service Connector Hub
• OCI Streaming
• OCI GoldenGate
• OCI API Gateway
• OCI Events Service
• OCI Queue
• Real Applications Clusters (RAC)
Developer Services
• OCI DevOps (CI/CD)
• OCI Code Repository
• OCI Build Pipelines
• OCI Artifact Registry
• OCI Logging Analytics
• OCI Monitoring
• OCI Notifications
• OCI Bastion
• OCI CLI
• OCI SDKs
Observability & Management
• OCI Monitoring
• OCI Alarms
• OCI Logging
• OCI Logging Analytics
• OCI Application Performance Monitoring (APM)
• OCI Operations Insights
• OCI Management Agent
• OCI Resource Discovery
Enterprise & Hybrid
• Oracle Cloud@Customer
• Exadata Cloud@Customer
• Compute Cloud@Customer
• Dedicated Region Cloud@Customer
• OCI Roving Edge Infrastructure
• OCI Alloy
Governance & FinOps
• OCI Budgets
• Cost Analysis
• Usage Reports
• Quotas
• Tagging
• Compartments
• Resource Search
Regions & Edge
• OCI Regions (Commercial, Government, EU Sovereign)
• OCI Edge Services
• OCI Roving Edge
• OCI Dedicated Region
──────────────────────────────── ────────────────────────────────
STEP 3 — Keywords rules (CRITICAL) STEP 3 — Keywords rules (CRITICAL)
──────────────────────────────── ────────────────────────────────
@@ -459,7 +560,7 @@ def parse_rfp_requirement(question: str) -> dict:
}} }}
</json> </json>
""" """
resp = llm_for_rag.invoke(prompt) resp = llm_for_rag.invoke(prompt)
raw = resp.content.strip() raw = resp.content.strip()