oracle/ai-optimizer

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GenAI/RAG Optimizer and Toolkit for experimentation using Oracle Database AI Vector Search and NL2SQL

Stars: 101
Forks: 46
Open beginner issues: 0
Indexed issues: 29
Avg merge: 6h 19m
Merged PRs (30d): 23

Dominant language: Python
License: UPL-1.0
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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29 open issues indexed

Integrate VecDB vector SDK Open

oracle/ai-optimizer#573 · 3 comments · 1 assignee · Opened Aug 24, 2026
Memory 9: Client Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

oracle/ai-optimizer#568 · Opened Aug 12, 2026
Memory 8: OTEL/SigNoz Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

oracle/ai-optimizer#567 · Opened Aug 12, 2026
Memory 7: Backend Verification Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

oracle/ai-optimizer#566 · Opened Aug 12, 2026
Memory 6: Integrate Built-in Chat Deterministically Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

oracle/ai-optimizer#565 · Opened Aug 12, 2026
Memory 5: MCP Tools Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

oracle/ai-optimizer#564 · Opened Aug 12, 2026
Memory 4: REST API Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

oracle/ai-optimizer#563 · Opened Aug 12, 2026
Memory 3: Service Layer Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

oracle/ai-optimizer#562 · Opened Aug 12, 2026
Memory 2: Compatibility and Configuration Open

Difficulty 5/5 Over a week Newbie friendliness 42/100

oracle/ai-optimizer#561 · Opened Aug 12, 2026
Memory 1: AuthZ Open

oracle/ai-optimizer#560 · 1 comment · 1 assignee · Opened Aug 12, 2026
Docker Compose Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

oracle/ai-optimizer#540 · Opened Jul 15, 2026
Deploy SigNoz MCP Server Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

oracle/ai-optimizer#537 · Opened Jul 7, 2026
Support OCI GenAI API Key Open

oracle/ai-optimizer#516 · 1 assignee · Opened Jun 11, 2026
Track LiteLLM OCI provider fix for GPT-5/O-series token limit translation Open

oracle/ai-optimizer#515 · 1 assignee · Opened Jun 10, 2026
Basic APEX Chatbot Open

oracle/ai-optimizer#421 · 1 comment · 3 assignees · Opened Mar 19, 2026
IDCS Single-Sign-On Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

oracle/ai-optimizer#418 · Opened Mar 16, 2026
Feedback and Memory Integration Open

Roadmap

oracle/ai-optimizer#300 · 1 comment · 1 assignee · Opened Oct 9, 2025
AutoRAG Proof of Concept Open

Roadmap

oracle/ai-optimizer#298 · 1 assignee · Opened Oct 9, 2025
Vector Store Integration for External Data Open

Roadmap

oracle/ai-optimizer#297 · 1 assignee · Opened Oct 9, 2025
Explainability Features Open

Roadmap

Difficulty 5/5 Over a week Newbie friendliness 20/100

oracle/ai-optimizer#295 · Opened Oct 9, 2025
Expose LLM Costs Open

oracle/ai-optimizer#281 · 1 assignee · Opened Sep 30, 2025
LLM server coverage by agent exported as microservices Open

enhancement

oracle/ai-optimizer#244 · 1 comment · 1 assignee · Opened Aug 21, 2025
Language Swtiching Open

oracle/ai-optimizer#146 · 1 assignee · Opened Apr 22, 2025
CLOB-to-Vector Open

oracle/ai-optimizer#135 · 1 comment · 1 assignee · Opened Apr 14, 2025
Oracle Graphs, RDF (Resource Description Framework) to improve chunking Open

enhancement Roadmap

oracle/ai-optimizer#130 · 3 comments · 1 assignee · Opened Mar 31, 2025
Chunking Testbed Open

oracle/ai-optimizer#102 · 1 assignee · Opened Feb 26, 2025
HF TEI/TGI Helm charts for Oracle Backend for Microservices and AI deployment Open

model support

oracle/ai-optimizer#59 · 1 comment · 1 assignee · Opened Dec 5, 2024
Increase the Oracle DB relational/json content integration Open

oracle/ai-optimizer#58 · 1 comment · 1 assignee · Opened Dec 5, 2024
Chatbot deployment UI improvisations Open

oracle/ai-optimizer#31 · 1 assignee · Opened Oct 16, 2024

oracle/ai-optimizer

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