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Add v1.2 release notes. #277

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Hyperlinks check would fail because the release branches of OPEA projects are not created.

@joshuayao joshuayao requested a review from kding1 January 16, 2025 06:23
This release would not have been possible without the contributions of the following organizations and individuals.

### Contributing Organizations
- `Amazon`: AMD CPU/GPU support for GenAIExamples.
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switch amd and amazon.

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@joshuayao joshuayao Jan 16, 2025

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Thanks. Updated

More information about how to get started with OPEA v1.2 can be found at [Getting Started](https://opea-project.github.io/latest/index.html) page. All project source code is maintained in the [repository](https://github.com/opea-project). To pull Docker images, please access the [Docker Hub](https://hub.docker.com/u/opea). For instructions on deploying Helm Charts, please refer to the [guide](https://github.com/opea-project/GenAIInfra/tree/v1.2/helm-charts#readme).

## What's New in OPEA v1.2
This release focuses on code refactoring for [GenAIComps](https://github.com/opea-project/GenAIComps), the epic efforts aimed at reduceing redundancy, addressing technical debt, and enhancing overall maintainability and code quality. As a result, OPEA users can expect a more robust and reliable OPEA with clearer guidance and improved documentation.
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typo. pls check all other typos as well.

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@joshuayao joshuayao Jan 16, 2025

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Thanks. Updated

@joshuayao joshuayao added this to the v1.2 milestone Jan 17, 2025
@joshuayao joshuayao marked this pull request as ready for review January 17, 2025 09:23
@joshuayao joshuayao requested a review from hshen14 January 17, 2025 09:25
#### Enhanced GenAI Examples
- <b>ChatQnA</b>: Enabled [embedding and reranking on vLLM](https://github.com/opea-project/GenAIExamples/issues/1203), and [Jaeger UI and OpenTelemetry tracing](https://github.com/opea-project/GenAIExamples/pull/1316) for TGI serving on HPU.
- <b>AgentQnA</b>: Added [SQL worker agent](https://github.com/opea-project/GenAIExamples/pull/1370) and introduced a [Svelte-based GUI](https://github.com/opea-project/GenAIExamples/pull/1389) for ChatCompletion API for non-streaming interactions.
- <b>MultimodalQnA</b>: Supported [PDF](https://github.com/opea-project/GenAIExamples/pull/1381) and [audio](https://github.com/opea-project/GenAIExamples/pull/1225) inputs.
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Suggested change
- <b>MultimodalQnA</b>: Supported [PDF](https://github.com/opea-project/GenAIExamples/pull/1381) and [audio](https://github.com/opea-project/GenAIExamples/pull/1225) inputs.
- <b>MultimodalQnA</b>: Added support for [PDF](https://github.com/opea-project/GenAIExamples/pull/1381) ingestion, and [image](https://github.com/opea-project/GenAIExamples/pull/1381)/[audio](https://github.com/opea-project/GenAIExamples/pull/1225) queries.

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