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docs: update full list of providers with matched APIs and dockerhub images (#2452)

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# What does this PR do?
<!-- Provide a short summary of what this PR does and why. Link to
relevant issues if applicable. -->
- add model_type in example
- change "Memory" to "VectorIO" as column name
- update index.md and README.md

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->

## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->
run pre-commit to catch changes.

---------

Signed-off-by: Wen Zhou <wenzhou@redhat.com>
Co-authored-by: Sébastien Han <seb@redhat.com>
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docs/source/index.md
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@ -73,17 +73,26 @@ A number of "adapters" are available for some popular Inference and Vector Store
| OpenAI | Hosted |
| Anthropic | Hosted |
| Gemini | Hosted |
| WatsonX | Hosted |
**Agents API**
| **Provider** | **Environments** |
| :----: | :----: |
| Meta Reference | Single Node |
| Fireworks | Hosted |
| Together | Hosted |
| PyTorch ExecuTorch | On-device iOS |
**Vector IO API**
| **Provider** | **Environments** |
| :----: | :----: |
| FAISS | Single Node |
| SQLite-Vec| Single Node |
| SQLite-Vec | Single Node |
| Chroma | Hosted and Single Node |
| Milvus | Hosted and Single Node |
| Postgres (PGVector) | Hosted and Single Node |
| Weaviate | Hosted |
| Qdrant | Hosted and Single Node |
**Safety API**
| **Provider** | **Environments** |
@ -93,6 +102,30 @@ A number of "adapters" are available for some popular Inference and Vector Store
| Code Scanner | Single Node |
| AWS Bedrock | Hosted |
**Post Training API**
| **Provider** | **Environments** |
| :----: | :----: |
| Meta Reference | Single Node |
| HuggingFace | Single Node |
| TorchTune | Single Node |
| NVIDIA NEMO | Hosted |
**Eval API**
| **Provider** | **Environments** |
| :----: | :----: |
| Meta Reference | Single Node |
| NVIDIA NEMO | Hosted |
**Telemetry API**
| **Provider** | **Environments** |
| :----: | :----: |
| Meta Reference | Single Node |
**Tool Runtime API**
| **Provider** | **Environments** |
| :----: | :----: |
| Brave Search | Hosted |
| RAG Runtime | Single Node |
```{toctree}
:hidden: