oracle / ai-optimizer
Agentic Optimizer and Toolkit for experimentation using the Oracle AI Database
Why this job: topics: retrieval-augmented-generation, vector-database
What it does
- Configuring Embedding and Chat Models
- Splitting and Embedding Documentation
- Auto-refresh Vector Store from OCI Object Storage buckets
- Modifying System Prompts (Prompt Engineering)
- Experimenting with LLM Parameters
Get started
uv sync --all-extrasYou need: Oracle AI Database incl. Oracle AI Database Free; uv (for running Bare-Metal); Container Runtime e.g. docker/podman (for running in a Container)
- Maintenance
- Active
- Last commit 6 days ago
- Stars
- 103
- +1 this week
- Licence
- UPL-1.0
- Read the terms
- Downloads for
- None listed
- No release files
- Latest version
- v2.5.0
- Released 52 days ago
- Built with
- Python
- 94% of the code
Is it looked after?
- Contributors
- 3
- Last 90 days
- Issues
- 87% closed
- 29 still open
- Pull requests
- 357 merged
- 2 waiting
- Releases
- 27
- 16 in the last year
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More: languages, topics and project record
Languages
- Python 94%
- HCL 3%
- Go Template 2%
- Java 1%
Topics
- embedding-models
- generative-ai
- large-language-models
- nl2sql
- oracle-database
- retrieval-augmented-generation
- vector-database
Project record
- JobRAG and search
- StatusListed
- Commits664
- Forks46
- Watching12
- Stars in 28 days+2
- CreatedSep 6, 2024
- First seen by usNov 7, 2026
- CheckedNov 7, 2026