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b391c6da-e1d5-4cd4-a296-53cdf1c8957b | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 30 | opea-semantic-v1 | 734345c568d46fe6 | #### Behavior Changes - [llm] Exclude yield/reply time from first token latency metric.
#### API Changes
- Dataprep
- Ingest a file: change from `v1/dataprep` to `v1/dataprep/ingest`. - Get a file: change from `v1/dataprep/get_file` to `v1/dataprep/ingest/get`. - Delete a file: change from `v1/dataprep/delete_file` to... | ai_ref_knowledge | OPEA Documentation | #### Behavior Changes - [llm] Exclude yield/reply time from first token latency metric.
#### API Changes
- Dataprep
- Ingest a file: change from `v1/dataprep` to `v1/dataprep/ingest`. - Get a file: change from `v1/dataprep/get_file` to `v1/dataprep/ingest/get`. - Delete a file: change from `v1/dataprep/delete_file` to... | #### Behavior Changes - [llm] Exclude yield/reply time from first token latency metric.
#### API Changes
- Dataprep
- Ingest a file: change from `v1/dataprep` to `v1/dataprep/ingest`. - Get a file: change from `v1/dataprep/get_file` to `v1/dataprep/ingest/get`. - Delete a file: change from `v1/dataprep/delete_file` to... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
b6e1f0d3-9566-41b9-9bde-63409f3aaab4 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 9 | opea-semantic-v1 | 629e3817c5f59612 | be seamlessly integrated or removed without requiring code changes, enabling a modular and adaptable system. All the existing components have ported to the new architecture.
Additionally, we reduced code redundancy, merged overlapping modules, and implemented adjustments to align with the new architectural changes. | ai_ref_knowledge | OPEA Documentation | be seamlessly integrated or removed without requiring code changes, enabling a modular and adaptable system. All the existing components have ported to the new architecture.
Additionally, we reduced code redundancy, merged overlapping modules, and implemented adjustments to align with the new architectural changes. | be seamlessly integrated or removed without requiring code changes, enabling a modular and adaptable system. All the existing components have ported to the new architecture.
Additionally, we reduced code redundancy, merged overlapping modules, and implemented adjustments to align with the new architectural changes. | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
b71e4871-a3d8-4562-8ffc-ce903e152603 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 69 | opea-semantic-v1 | 7467bd963ff40399 | </details>
## Full Changelogs
- GenAIExamples: [v1.1...v1.2](https://github.com/opea-project/GenAIExamples/compare/v1.1...v1.2)
- GenAIComps: [v1.1...v1.2](https://github.com/opea-project/GenAIComps/compare/v1.1...v1.2)
- GenAIInfra: [v1.1...v1.2](https://github.com/opea-project/GenAIInfra/compare/v1.1...v1.2)
- GenAIE... | ai_ref_knowledge | OPEA Documentation | </details>
## Full Changelogs
- GenAIExamples: [v1.1...v1.2](https://github.com/opea-project/GenAIExamples/compare/v1.1...v1.2)
- GenAIComps: [v1.1...v1.2](https://github.com/opea-project/GenAIComps/compare/v1.1...v1.2)
- GenAIInfra: [v1.1...v1.2](https://github.com/opea-project/GenAIInfra/compare/v1.1...v1.2)
- GenAIE... | </details>
## Full Changelogs
- GenAIExamples: [v1.1...v1.2](https://github.com/opea-project/GenAIExamples/compare/v1.1...v1.2)
- GenAIComps: [v1.1...v1.2](https://github.com/opea-project/GenAIComps/compare/v1.1...v1.2)
- GenAIInfra: [v1.1...v1.2](https://github.com/opea-project/GenAIInfra/compare/v1.1...v1.2)
- GenAIE... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
bdb0ffac-a5b5-46a1-bec2-f0e686b80f0d | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 58 | opea-semantic-v1 | 8253e9a9aa89ba2d | <details><summary>GenAIEval</summary>
- Bug Fixes
- [FaqGen] Fix the metrics parse and statistics for benchmark. ([5d717e8](https://github.com/opea-project/GenAIEval/commit/5d717e8))
- Update upload_file_no_rerank.txt. ([0155ec3](https://github.com/opea-project/GenAIEval/commit/0155ec3))
- Update crag eval with ben... | ai_ref_knowledge | OPEA Documentation | <details><summary>GenAIEval</summary>
- Bug Fixes
- [FaqGen] Fix the metrics parse and statistics for benchmark. ([5d717e8](https://github.com/opea-project/GenAIEval/commit/5d717e8))
- Update upload_file_no_rerank.txt. ([0155ec3](https://github.com/opea-project/GenAIEval/commit/0155ec3))
- Update crag eval with ben... | <details><summary>GenAIEval</summary>
- Bug Fixes
- [FaqGen] Fix the metrics parse and statistics for benchmark. ([5d717e8](https://github.com/opea-project/GenAIEval/commit/5d717e8))
- Update upload_file_no_rerank.txt. ([0155ec3](https://github.com/opea-project/GenAIEval/commit/0155ec3))
- Update crag eval with ben... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
be88adb2-38da-4022-bb46-e407ae8273d1 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 8 | opea-semantic-v1 | f1f53ee8b1c87b25 | component class is transparent to the user, and components are instantiated only when actively used. This design enhances efficiency, clarity, and flexibility in the system.
At the component level, each OPEA component is structured into two layers: the `service wrapper` and the `service provider` (named as integrations... | ai_ref_knowledge | OPEA Documentation | component class is transparent to the user, and components are instantiated only when actively used. This design enhances efficiency, clarity, and flexibility in the system.
At the component level, each OPEA component is structured into two layers: the `service wrapper` and the `service provider` (named as integrations... | component class is transparent to the user, and components are instantiated only when actively used. This design enhances efficiency, clarity, and flexibility in the system.
At the component level, each OPEA component is structured into two layers: the `service wrapper` and the `service provider` (named as integrations... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
c2bbfdbc-037f-4f12-a366-af945b7a4264 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 37 | opea-semantic-v1 | 8b8c252ad80e5455 | - Functionalities - New GenAI Examples
- Enhanced GenAI Examples
- [AgentQnA] Add SQL agent to AgentQnA. ([287f03a8](https://github.com/opea-project/GenAIExamples/commit/287f03a8))
- [ChatQnA] Enable OpenTelemetry Tracing for ChatQnA TGI serving on Gaudi. ([81022355](https://github.com/opea-project/GenAIExamples/comm... | ai_ref_knowledge | OPEA Documentation | - Functionalities - New GenAI Examples
- Enhanced GenAI Examples
- [AgentQnA] Add SQL agent to AgentQnA. ([287f03a8](https://github.com/opea-project/GenAIExamples/commit/287f03a8))
- [ChatQnA] Enable OpenTelemetry Tracing for ChatQnA TGI serving on Gaudi. ([81022355](https://github.com/opea-project/GenAIExamples/comm... | - Functionalities - New GenAI Examples
- Enhanced GenAI Examples
- [AgentQnA] Add SQL agent to AgentQnA. ([287f03a8](https://github.com/opea-project/GenAIExamples/commit/287f03a8))
- [ChatQnA] Enable OpenTelemetry Tracing for ChatQnA TGI serving on Gaudi. ([81022355](https://github.com/opea-project/GenAIExamples/comm... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
c48a7f76-1034-4d9e-be07-0ff91ec574d2 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 0 | opea-semantic-v1 | 9f9a98b0a66ae866 | # OPEA Release Notes v1.2
We are excited to announce the release of OPEA version 1.2, which includes significant contributions from the open-source community. This release addresses over 320 pull requests. | ai_ref_knowledge | OPEA Documentation | # OPEA Release Notes v1.2
We are excited to announce the release of OPEA version 1.2, which includes significant contributions from the open-source community. This release addresses over 320 pull requests. | # OPEA Release Notes v1.2
We are excited to announce the release of OPEA version 1.2, which includes significant contributions from the open-source community. This release addresses over 320 pull requests. | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
c5d90457-4a40-49b7-a9ae-05b454a3f934 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 14 | opea-semantic-v1 | 72bc1f2735bd79ad | with a SQL database. OPEA currently has two types of [SQL agents](https://github.com/opea-project/GenAIComps/pull/1039): `sql_agent_llama` for using with open-source LLMs and `sql_agent`: for using with OpenAI models.
- <b>Enabled user-customized tool subsets:</b> Added support for [user-defined subsets of tools](https... | ai_ref_knowledge | OPEA Documentation | with a SQL database. OPEA currently has two types of [SQL agents](https://github.com/opea-project/GenAIComps/pull/1039): `sql_agent_llama` for using with open-source LLMs and `sql_agent`: for using with OpenAI models.
- <b>Enabled user-customized tool subsets:</b> Added support for [user-defined subsets of tools](https... | with a SQL database. OPEA currently has two types of [SQL agents](https://github.com/opea-project/GenAIComps/pull/1039): `sql_agent_llama` for using with open-source LLMs and `sql_agent`: for using with OpenAI models.
- <b>Enabled user-customized tool subsets:</b> Added support for [user-defined subsets of tools](https... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
c615367f-7344-4f9a-95c6-38f3a9e8d1fb | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 20 | opea-semantic-v1 | 247740ccc5f548bf | RAG pipeline performance benchmark and display in UI. ([#GenAIExamples/1324](https://github.com/opea-project/GenAIExamples/pull/1324)) - <b>DocSum</b>: Added [URL summary option](https://github.com/opea-project/GenAIExamples/pull/1248) to Gradio-based UI. - <b>DocIndexRetriever</b>: Add the pipeline without Reranking.
... | ai_ref_knowledge | OPEA Documentation | RAG pipeline performance benchmark and display in UI. ([#GenAIExamples/1324](https://github.com/opea-project/GenAIExamples/pull/1324)) - <b>DocSum</b>: Added [URL summary option](https://github.com/opea-project/GenAIExamples/pull/1248) to Gradio-based UI. - <b>DocIndexRetriever</b>: Add the pipeline without Reranking.
... | RAG pipeline performance benchmark and display in UI. ([#GenAIExamples/1324](https://github.com/opea-project/GenAIExamples/pull/1324)) - <b>DocSum</b>: Added [URL summary option](https://github.com/opea-project/GenAIExamples/pull/1248) to Gradio-based UI. - <b>DocIndexRetriever</b>: Add the pipeline without Reranking.
... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
cf57a4d3-7b76-4bc0-af5a-a17cc1d78e7b | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 26 | opea-semantic-v1 | eb68755033a12d8c | #### Merges - `TGI`, `vLLM`, and `Ollama` integrations in LLM/text-generation have been merged into `LLM/text-generation/integrations/native`.
#### Movements
- [vectore stores] Move `redis`, `milvus`, `elasticsearch`, `opensearch`, `pathway`, `pgvector` to `comps/third_parties`. | ai_ref_knowledge | OPEA Documentation | #### Merges - `TGI`, `vLLM`, and `Ollama` integrations in LLM/text-generation have been merged into `LLM/text-generation/integrations/native`.
#### Movements
- [vectore stores] Move `redis`, `milvus`, `elasticsearch`, `opensearch`, `pathway`, `pgvector` to `comps/third_parties`. | #### Merges - `TGI`, `vLLM`, and `Ollama` integrations in LLM/text-generation have been merged into `LLM/text-generation/integrations/native`.
#### Movements
- [vectore stores] Move `redis`, `milvus`, `elasticsearch`, `opensearch`, `pathway`, `pgvector` to `comps/third_parties`. | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
d4020091-db75-4b6e-a02b-d5fe779103af | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 29 | opea-semantic-v1 | 9a418de20962ac6c | #### Versioning - [animations] Remove fixed version constraints from all dependencies, and use the latest versions instead. - Upgrade `HabanaAI/vllm-fork` to the latest.
#### Behavior Changes
- [llm] Exclude yield/reply time from first token latency metric. | ai_ref_knowledge | OPEA Documentation | #### Versioning - [animations] Remove fixed version constraints from all dependencies, and use the latest versions instead. - Upgrade `HabanaAI/vllm-fork` to the latest.
#### Behavior Changes
- [llm] Exclude yield/reply time from first token latency metric. | #### Versioning - [animations] Remove fixed version constraints from all dependencies, and use the latest versions instead. - Upgrade `HabanaAI/vllm-fork` to the latest.
#### Behavior Changes
- [llm] Exclude yield/reply time from first token latency metric. | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
daa3f2a9-5c06-42cc-a807-72156f7e8641 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 47 | opea-semantic-v1 | 94ef179189fead4f | llm predictionguard. ([4c21738a](https://github.com/opea-project/GenAIComps/commit/4c21738a)) - Refactor llm Docsum. ([88f93733](https://github.com/opea-project/GenAIComps/commit/88f93733)) - Refactor lvms. ([feef30b0](https://github.com/opea-project/GenAIComps/commit/feef30b0)) - Refactor FaqGen. ([ea72c943](https://g... | ai_ref_knowledge | OPEA Documentation | llm predictionguard. ([4c21738a](https://github.com/opea-project/GenAIComps/commit/4c21738a)) - Refactor llm Docsum. ([88f93733](https://github.com/opea-project/GenAIComps/commit/88f93733)) - Refactor lvms. ([feef30b0](https://github.com/opea-project/GenAIComps/commit/feef30b0)) - Refactor FaqGen. ([ea72c943](https://g... | llm predictionguard. ([4c21738a](https://github.com/opea-project/GenAIComps/commit/4c21738a)) - Refactor llm Docsum. ([88f93733](https://github.com/opea-project/GenAIComps/commit/88f93733)) - Refactor lvms. ([feef30b0](https://github.com/opea-project/GenAIComps/commit/feef30b0)) - Refactor FaqGen. ([ea72c943](https://g... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
dcccefcc-045d-4003-b907-69e0054685ed | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 71 | opea-semantic-v1 | d77778a06af5370e | ## Contributors This release would not have been possible without the contributions of the following organizations and individuals.
### Contributing Organizations
- `Amazon`: Bedrock and OpenSearch vector database integration. - `AMD`: AMD CPU/GPU support for GenAIExamples. - `Infosys`: Elasticsearch vector database in... | ai_ref_knowledge | OPEA Documentation | ## Contributors This release would not have been possible without the contributions of the following organizations and individuals.
### Contributing Organizations
- `Amazon`: Bedrock and OpenSearch vector database integration. - `AMD`: AMD CPU/GPU support for GenAIExamples. - `Infosys`: Elasticsearch vector database in... | ## Contributors This release would not have been possible without the contributions of the following organizations and individuals.
### Contributing Organizations
- `Amazon`: Bedrock and OpenSearch vector database integration. - `AMD`: AMD CPU/GPU support for GenAIExamples. - `Infosys`: Elasticsearch vector database in... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
de1273e2-81d6-4cd5-a28e-c845e3742527 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 63 | opea-semantic-v1 | ba2014b7970293a0 | - CSP - Azure automated deployment for OPEA applications - Infosys. ([e9dc58a](https://github.com/opea-project/GenAIInfra/commit/e9dc58a))
- Monitoring
- Add monitoring for rest of ChatQnA + DocSum components. ([590991b](https://github.com/opea-project/GenAIInfra/commit/590991b)) | ai_ref_knowledge | OPEA Documentation | - CSP - Azure automated deployment for OPEA applications - Infosys. ([e9dc58a](https://github.com/opea-project/GenAIInfra/commit/e9dc58a))
- Monitoring
- Add monitoring for rest of ChatQnA + DocSum components. ([590991b](https://github.com/opea-project/GenAIInfra/commit/590991b)) | - CSP - Azure automated deployment for OPEA applications - Infosys. ([e9dc58a](https://github.com/opea-project/GenAIInfra/commit/e9dc58a))
- Monitoring
- Add monitoring for rest of ChatQnA + DocSum components. ([590991b](https://github.com/opea-project/GenAIInfra/commit/590991b)) | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
de67b4c6-d7e9-46d5-922a-8664eade4d03 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 44 | opea-semantic-v1 | e9559d5fb3d54600 | - Update README.md for supporting matrix. ([41374d86](https://github.com/opea-project/GenAIExamples/commit/41374d86)) - Update README.md for quick start guide. ([00241d01](https://github.com/opea-project/GenAIExamples/commit/00241d01)) - Add example for AudioQnA deploy in AMD ROCm. ([006c61bc](https://github.com/opea-p... | ai_ref_knowledge | OPEA Documentation | - Update README.md for supporting matrix. ([41374d86](https://github.com/opea-project/GenAIExamples/commit/41374d86)) - Update README.md for quick start guide. ([00241d01](https://github.com/opea-project/GenAIExamples/commit/00241d01)) - Add example for AudioQnA deploy in AMD ROCm. ([006c61bc](https://github.com/opea-p... | - Update README.md for supporting matrix. ([41374d86](https://github.com/opea-project/GenAIExamples/commit/41374d86)) - Update README.md for quick start guide. ([00241d01](https://github.com/opea-project/GenAIExamples/commit/00241d01)) - Add example for AudioQnA deploy in AMD ROCm. ([006c61bc](https://github.com/opea-p... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
e2bcd082-cfc1-4923-a1e0-45b30f2e847d | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 10 | opea-semantic-v1 | 3819fbbecab20c78 | Additionally, we reduced code redundancy, merged overlapping modules, and implemented adjustments to align with the new architectural changes.
> [!NOTE]
> We suggest users and contributors to review the [documentation](#removals-merges-deprecations-and-behavior-changes) to understand the impacts of the code refactorin... | ai_ref_knowledge | OPEA Documentation | Additionally, we reduced code redundancy, merged overlapping modules, and implemented adjustments to align with the new architectural changes.
> [!NOTE]
> We suggest users and contributors to review the [documentation](#removals-merges-deprecations-and-behavior-changes) to understand the impacts of the code refactorin... | Additionally, we reduced code redundancy, merged overlapping modules, and implemented adjustments to align with the new architectural changes.
> [!NOTE]
> We suggest users and contributors to review the [documentation](#removals-merges-deprecations-and-behavior-changes) to understand the impacts of the code refactorin... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
e84c4ddd-c096-4988-9795-cd896817cc2f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 18 | opea-semantic-v1 | b5fbc4d347f9cd28 | Hallucination Detection](https://github.com/opea-project/GenAIComps/pull/1108):</b> Added the capability of detecting Hallucination which spans a wide range of issues that can impact reliability, trustworthiness, and utility of AI-generated content.
#### Enhanced GenAI Examples
- <b>ChatQnA</b>: Enabled [embedding and ... | ai_ref_knowledge | OPEA Documentation | Hallucination Detection](https://github.com/opea-project/GenAIComps/pull/1108):</b> Added the capability of detecting Hallucination which spans a wide range of issues that can impact reliability, trustworthiness, and utility of AI-generated content.
#### Enhanced GenAI Examples
- <b>ChatQnA</b>: Enabled [embedding and ... | Hallucination Detection](https://github.com/opea-project/GenAIComps/pull/1108):</b> Added the capability of detecting Hallucination which spans a wide range of issues that can impact reliability, trustworthiness, and utility of AI-generated content.
#### Enhanced GenAI Examples
- <b>ChatQnA</b>: Enabled [embedding and ... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
e8e28ab2-fa0b-4f25-a4a9-3410e059c09c | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 52 | opea-semantic-v1 | ea1b21d4431c2e61 | to Support Falcon3 Model. ([6acefae7](https://github.com/opea-project/GenAIComps/commit/6acefae7)) - [llm/summarization] Add auto mode for long context. ([45d00020](https://github.com/opea-project/GenAIComps/commit/45d00020)) - Removed microservices - Remove ragas. ([3e6c5cd8](https://github.com/opea-project/GenAIComps... | ai_ref_knowledge | OPEA Documentation | to Support Falcon3 Model. ([6acefae7](https://github.com/opea-project/GenAIComps/commit/6acefae7)) - [llm/summarization] Add auto mode for long context. ([45d00020](https://github.com/opea-project/GenAIComps/commit/45d00020)) - Removed microservices - Remove ragas. ([3e6c5cd8](https://github.com/opea-project/GenAIComps... | to Support Falcon3 Model. ([6acefae7](https://github.com/opea-project/GenAIComps/commit/6acefae7)) - [llm/summarization] Add auto mode for long context. ([45d00020](https://github.com/opea-project/GenAIComps/commit/45d00020)) - Removed microservices - Remove ragas. ([3e6c5cd8](https://github.com/opea-project/GenAIComps... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
ea13f9a2-e05f-4d31-bfd8-ff15ae916841 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 49 | opea-semantic-v1 | 0bf5c2c6c8896330 | text2sql based on ERAG. ([2cfd014b](https://github.com/opea-project/GenAIComps/commit/2cfd014b)) - Image2video code refactor. ([90a86345](https://github.com/opea-project/GenAIComps/commit/90a86345)) - Refactor asr/tts components. ([a19c2226](https://github.com/opea-project/GenAIComps/commit/a19c2226)) - Refactor image2... | ai_ref_knowledge | OPEA Documentation | text2sql based on ERAG. ([2cfd014b](https://github.com/opea-project/GenAIComps/commit/2cfd014b)) - Image2video code refactor. ([90a86345](https://github.com/opea-project/GenAIComps/commit/90a86345)) - Refactor asr/tts components. ([a19c2226](https://github.com/opea-project/GenAIComps/commit/a19c2226)) - Refactor image2... | text2sql based on ERAG. ([2cfd014b](https://github.com/opea-project/GenAIComps/commit/2cfd014b)) - Image2video code refactor. ([90a86345](https://github.com/opea-project/GenAIComps/commit/90a86345)) - Refactor asr/tts components. ([a19c2226](https://github.com/opea-project/GenAIComps/commit/a19c2226)) - Refactor image2... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
ec42a147-edec-46f5-8dfe-8b927b02f63f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 68 | opea-semantic-v1 | 74d5c32f35682c46 | - Add more keywords, and retry another question. ([c2a6e70](https://github.com/opea-project/GenAIStudio/commit/c2a6e70)) - Update openai version in studio-frontend. ([11ac0ba](https://github.com/opea-project/GenAIStudio/commit/11ac0ba)) - Update readme and removed deprecated chromium version. ([62a35ea](https://github.... | ai_ref_knowledge | OPEA Documentation | - Add more keywords, and retry another question. ([c2a6e70](https://github.com/opea-project/GenAIStudio/commit/c2a6e70)) - Update openai version in studio-frontend. ([11ac0ba](https://github.com/opea-project/GenAIStudio/commit/11ac0ba)) - Update readme and removed deprecated chromium version. ([62a35ea](https://github.... | - Add more keywords, and retry another question. ([c2a6e70](https://github.com/opea-project/GenAIStudio/commit/c2a6e70)) - Update openai version in studio-frontend. ([11ac0ba](https://github.com/opea-project/GenAIStudio/commit/11ac0ba)) - Update readme and removed deprecated chromium version. ([62a35ea](https://github.... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
f0dec38d-1685-4e7a-b189-05baac450eb3 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 51 | opea-semantic-v1 | c4786921a46b57ee | - New microservices: - Add opensearch integration for OPEA. ([8d6b4b0a](https://github.com/opea-project/GenAIComps/commit/8d6b4b0a)) - Feature/elasticsearch vector store integration - Infosys. ([5ed041bd](https://github.com/opea-project/GenAIComps/commit/5ed041bd)) - Build guardrail "Hallucination Detection" microservi... | ai_ref_knowledge | OPEA Documentation | - New microservices: - Add opensearch integration for OPEA. ([8d6b4b0a](https://github.com/opea-project/GenAIComps/commit/8d6b4b0a)) - Feature/elasticsearch vector store integration - Infosys. ([5ed041bd](https://github.com/opea-project/GenAIComps/commit/5ed041bd)) - Build guardrail "Hallucination Detection" microservi... | - New microservices: - Add opensearch integration for OPEA. ([8d6b4b0a](https://github.com/opea-project/GenAIComps/commit/8d6b4b0a)) - Feature/elasticsearch vector store integration - Infosys. ([5ed041bd](https://github.com/opea-project/GenAIComps/commit/5ed041bd)) - Build guardrail "Hallucination Detection" microservi... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
f4a140d4-ff61-44d5-9d5a-279a01d9016f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 6 | opea-semantic-v1 | 8ef52bc56b55ec28 | ### Highlights
#### Code Factoring for GenAIComps
This is an epic task in v1.2. We refactored the entire [GenAIComps](https://github.com/opea-project/GenAIComps) codebase. This comprehensive effort focused on reducing redundancy, addressing accumulated technical debt, and enhancing the overall maintainability and code ... | ai_ref_knowledge | OPEA Documentation | ### Highlights
#### Code Factoring for GenAIComps
This is an epic task in v1.2. We refactored the entire [GenAIComps](https://github.com/opea-project/GenAIComps) codebase. This comprehensive effort focused on reducing redundancy, addressing accumulated technical debt, and enhancing the overall maintainability and code ... | ### Highlights
#### Code Factoring for GenAIComps
This is an epic task in v1.2. We refactored the entire [GenAIComps](https://github.com/opea-project/GenAIComps) codebase. This comprehensive effort focused on reducing redundancy, addressing accumulated technical debt, and enhancing the overall maintainability and code ... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
f8d45003-4226-49be-b78a-330a041d5d4e | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 46 | opea-semantic-v1 | 2e090ec051ce5603 | <details><summary>GenAIComps</summary>
- Code Refactoring
- Core & Components
- GenAIComps microservices refactor. ([f57e30dd](https://github.com/opea-project/GenAIComps/commit/f57e30dd))
- Remove examples gateway. ([f5efaf1f](https://github.com/opea-project/GenAIComps/commit/f5efaf1f))
- Refactor llm predictiong... | ai_ref_knowledge | OPEA Documentation | <details><summary>GenAIComps</summary>
- Code Refactoring
- Core & Components
- GenAIComps microservices refactor. ([f57e30dd](https://github.com/opea-project/GenAIComps/commit/f57e30dd))
- Remove examples gateway. ([f5efaf1f](https://github.com/opea-project/GenAIComps/commit/f5efaf1f))
- Refactor llm predictiong... | <details><summary>GenAIComps</summary>
- Code Refactoring
- Core & Components
- GenAIComps microservices refactor. ([f57e30dd](https://github.com/opea-project/GenAIComps/commit/f57e30dd))
- Remove examples gateway. ([f5efaf1f](https://github.com/opea-project/GenAIComps/commit/f5efaf1f))
- Refactor llm predictiong... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
fb722d21-bcfa-4b69-8df1-d6cf56e08628 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 24 | opea-semantic-v1 | 47237d9d7e23167c | ### GenAIComps
#### Removals
- Remove embedding microservices: `MOSEC`. - Remove reranking microservices: `fastRAG`, `MOSEC`. - Remove vector store microservices: `LanceDB`, `Chroma`. - Remove `intent_detection` microservice. - Remove module `cores/mega/gateway`. | ai_ref_knowledge | OPEA Documentation | ### GenAIComps
#### Removals
- Remove embedding microservices: `MOSEC`. - Remove reranking microservices: `fastRAG`, `MOSEC`. - Remove vector store microservices: `LanceDB`, `Chroma`. - Remove `intent_detection` microservice. - Remove module `cores/mega/gateway`. | ### GenAIComps
#### Removals
- Remove embedding microservices: `MOSEC`. - Remove reranking microservices: `fastRAG`, `MOSEC`. - Remove vector store microservices: `LanceDB`, `Chroma`. - Remove `intent_detection` microservice. - Remove module `cores/mega/gateway`. | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
fcdbdafb-ce1b-417f-a2da-01ea03492ed3 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 28 | opea-semantic-v1 | 9a679004d4801980 | #### Renamings - Rename `comps/reranks` to `comps/rerankings`.
#### Versioning
- [animations] Remove fixed version constraints from all dependencies, and use the latest versions instead. - Upgrade `HabanaAI/vllm-fork` to the latest. | ai_ref_knowledge | OPEA Documentation | #### Renamings - Rename `comps/reranks` to `comps/rerankings`.
#### Versioning
- [animations] Remove fixed version constraints from all dependencies, and use the latest versions instead. - Upgrade `HabanaAI/vllm-fork` to the latest. | #### Renamings - Rename `comps/reranks` to `comps/rerankings`.
#### Versioning
- [animations] Remove fixed version constraints from all dependencies, and use the latest versions instead. - Upgrade `HabanaAI/vllm-fork` to the latest. | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
fe025155-2e72-482a-bee2-c963c1570c0b | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 23 | opea-semantic-v1 | 4e0d6932157bf02f | #### Newly Supported Hardware - Intel® Gaudi® 3 AI Accelerator - AMD® GPU using AMD® ROCm™ for [AgentQnA](https://github.com/opea-project/GenAIExamples/pull/1166), [AudioQnA](https://github.com/opea-project/GenAIExamples/pull/1147), [MultimodalQnA](https://github.com/opea-project/GenAIExamples/pull/1233), [VisualQnA](h... | ai_ref_knowledge | OPEA Documentation | #### Newly Supported Hardware - Intel® Gaudi® 3 AI Accelerator - AMD® GPU using AMD® ROCm™ for [AgentQnA](https://github.com/opea-project/GenAIExamples/pull/1166), [AudioQnA](https://github.com/opea-project/GenAIExamples/pull/1147), [MultimodalQnA](https://github.com/opea-project/GenAIExamples/pull/1233), [VisualQnA](h... | #### Newly Supported Hardware - Intel® Gaudi® 3 AI Accelerator - AMD® GPU using AMD® ROCm™ for [AgentQnA](https://github.com/opea-project/GenAIExamples/pull/1166), [AudioQnA](https://github.com/opea-project/GenAIExamples/pull/1147), [MultimodalQnA](https://github.com/opea-project/GenAIExamples/pull/1233), [VisualQnA](h... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
fe06cf4d-8f4a-4eb8-95fc-0bf01b7101de | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.2.md | unknown | 47d8c8f4-854e-48c9-b1d8-2791bf730249 | 54 | opea-semantic-v1 | 8af14e9661e49e3d | - Behavior Changes - Exclude yield/reply time from first token latency metric. ([5663e168](https://github.com/opea-project/GenAIComps/commit/5663e168))
- Dependency Versioning
- [animations] Remove version restrictions. ([3f23bf58](https://github.com/opea-project/GenAIComps/commit/3f23bf58))
- [asr] Add the dependen... | ai_ref_knowledge | OPEA Documentation | - Behavior Changes - Exclude yield/reply time from first token latency metric. ([5663e168](https://github.com/opea-project/GenAIComps/commit/5663e168))
- Dependency Versioning
- [animations] Remove version restrictions. ([3f23bf58](https://github.com/opea-project/GenAIComps/commit/3f23bf58))
- [asr] Add the dependen... | - Behavior Changes - Exclude yield/reply time from first token latency metric. ([5663e168](https://github.com/opea-project/GenAIComps/commit/5663e168))
- Dependency Versioning
- [animations] Remove version restrictions. ([3f23bf58](https://github.com/opea-project/GenAIComps/commit/3f23bf58))
- [asr] Add the dependen... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
02e13cd7-9f7b-4f5f-a3f0-5dd8fe297a24 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 44 | opea-semantic-v1 | e8bb58800910fa33 | - Bug Fixes - Fixed the helm chart release dependency update ([#842](https://github.com/opea-project/GenAIInfra/pull/842)) (f121edd)
- CI/CD/UT
- CI: Enabled milvus related test ([#767](https://github.com/opea-project/GenAIInfra/pull/767)) (5b2cca9)
<!-- - chatqna: add VLLM_CPU_KVCACHE_SPACE setting (#981) (591772a) -... | ai_ref_knowledge | OPEA Documentation | - Bug Fixes - Fixed the helm chart release dependency update ([#842](https://github.com/opea-project/GenAIInfra/pull/842)) (f121edd)
- CI/CD/UT
- CI: Enabled milvus related test ([#767](https://github.com/opea-project/GenAIInfra/pull/767)) (5b2cca9)
<!-- - chatqna: add VLLM_CPU_KVCACHE_SPACE setting (#981) (591772a) -... | - Bug Fixes - Fixed the helm chart release dependency update ([#842](https://github.com/opea-project/GenAIInfra/pull/842)) (f121edd)
- CI/CD/UT
- CI: Enabled milvus related test ([#767](https://github.com/opea-project/GenAIInfra/pull/767)) (5b2cca9)
<!-- - chatqna: add VLLM_CPU_KVCACHE_SPACE setting (#981) (591772a) -... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
03c53d4e-03d8-4955-aba2-b64c3face50a | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 35 | opea-semantic-v1 | e269a4cf261d5972 | - CI/CD/UT - Refine dataprep test scripts ([#1305](https://github.com/opea-project/GenAIComps/pull/1305)) (a4f6af1)
<!-- - Make llamaguard compatible with both TGI and vLLM (#1581) (4024302) -->
</details> | ai_ref_knowledge | OPEA Documentation | - CI/CD/UT - Refine dataprep test scripts ([#1305](https://github.com/opea-project/GenAIComps/pull/1305)) (a4f6af1)
<!-- - Make llamaguard compatible with both TGI and vLLM (#1581) (4024302) -->
</details> | - CI/CD/UT - Refine dataprep test scripts ([#1305](https://github.com/opea-project/GenAIComps/pull/1305)) (a4f6af1)
<!-- - Make llamaguard compatible with both TGI and vLLM (#1581) (4024302) -->
</details> | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
05f84913-1d30-4f26-89ae-83a2bdfda98e | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 16 | opea-semantic-v1 | 0f8f9a54c8a347db | ✓ | - | ✓ | - | | mistralai/Mistral-Large-Instruct-2411 | x | - | ✓ | ✓ | - | ✓ | - |
(✓: supported; -: not validated; x: unsupported) | ai_ref_knowledge | OPEA Documentation | ✓ | - | ✓ | - | | mistralai/Mistral-Large-Instruct-2411 | x | - | ✓ | ✓ | - | ✓ | - |
(✓: supported; -: not validated; x: unsupported) | ✓ | - | ✓ | - | | mistralai/Mistral-Large-Instruct-2411 | x | - | ✓ | ✓ | - | ✓ | - |
(✓: supported; -: not validated; x: unsupported) | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
0f15c2b5-4213-4b02-8f0d-b131cc1c574f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 18 | opea-semantic-v1 | 3dfc6f6ded90423e | ### Newly Supported Hardware - AMD® GPU using AMD® ROCm™ for 9 examples. ([GenAIExamples#1613](https://github.com/opea-project/GenAIExamples/pull/1613) and 8 more.)
### Other Notable Changes | ai_ref_knowledge | OPEA Documentation | ### Newly Supported Hardware - AMD® GPU using AMD® ROCm™ for 9 examples. ([GenAIExamples#1613](https://github.com/opea-project/GenAIExamples/pull/1613) and 8 more.)
### Other Notable Changes | ### Newly Supported Hardware - AMD® GPU using AMD® ROCm™ for 9 examples. ([GenAIExamples#1613](https://github.com/opea-project/GenAIExamples/pull/1613) and 8 more.)
### Other Notable Changes | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
0fe424fa-291b-4169-a0a7-8f81708437d5 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 31 | opea-semantic-v1 | 17440ca6aa476d10 | tei embedding and tei reranking bug ([#1256](https://github.com/opea-project/GenAIComps/pull/1256)) (fa01f46) - Fixed web-retrievers hub client and tei endpoint issue ([#1270](https://github.com/opea-project/GenAIComps/pull/1270)) (ecb7f7b) - Fixed Dataprep Ingest Data Issue.
([#1271](https://github.com/opea-project/Ge... | ai_ref_knowledge | OPEA Documentation | tei embedding and tei reranking bug ([#1256](https://github.com/opea-project/GenAIComps/pull/1256)) (fa01f46) - Fixed web-retrievers hub client and tei endpoint issue ([#1270](https://github.com/opea-project/GenAIComps/pull/1270)) (ecb7f7b) - Fixed Dataprep Ingest Data Issue.
([#1271](https://github.com/opea-project/Ge... | tei embedding and tei reranking bug ([#1256](https://github.com/opea-project/GenAIComps/pull/1256)) (fa01f46) - Fixed web-retrievers hub client and tei endpoint issue ([#1270](https://github.com/opea-project/GenAIComps/pull/1270)) (ecb7f7b) - Fixed Dataprep Ingest Data Issue.
([#1271](https://github.com/opea-project/Ge... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
12760022-4f57-4f22-b5be-f6f33520aa03 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 60 | opea-semantic-v1 | e134a67aecd61cd7 | ## Changes to Default Behavior - [[agent](https://github.com/opea-project/GenAIComps/tree/v1.3/comps/agent)] The default model changed from `meta-llama/Meta-Llama-3-8B-Instruct` to `meta-llama/Llama-3.3-70B-Instruct`.
## Validated Hardware
- Intel® Arc™ Graphics GPU (A770)
- Intel® Gaudi® Al Accelerators (2nd, 3rd)
- I... | ai_ref_knowledge | OPEA Documentation | ## Changes to Default Behavior - [[agent](https://github.com/opea-project/GenAIComps/tree/v1.3/comps/agent)] The default model changed from `meta-llama/Meta-Llama-3-8B-Instruct` to `meta-llama/Llama-3.3-70B-Instruct`.
## Validated Hardware
- Intel® Arc™ Graphics GPU (A770)
- Intel® Gaudi® Al Accelerators (2nd, 3rd)
- I... | ## Changes to Default Behavior - [[agent](https://github.com/opea-project/GenAIComps/tree/v1.3/comps/agent)] The default model changed from `meta-llama/Meta-Llama-3-8B-Instruct` to `meta-llama/Llama-3.3-70B-Instruct`.
## Validated Hardware
- Intel® Arc™ Graphics GPU (A770)
- Intel® Gaudi® Al Accelerators (2nd, 3rd)
- I... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
15e7774c-473d-4c1c-a52e-d919d907383d | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 28 | opea-semantic-v1 | 2ca5dace31401a4d | (006bd91) - [dataprep]: New Arango integration ([#1558](https://github.com/opea-project/GenAIComps/pull/1558)) - [dataprep]: Added ability to customize Dataprep unique input parameters by way of subclassing the DataprepRequest pydantic model.
Avoids having to introduce parameters unique to a few Dataprep integrations a... | ai_ref_knowledge | OPEA Documentation | (006bd91) - [dataprep]: New Arango integration ([#1558](https://github.com/opea-project/GenAIComps/pull/1558)) - [dataprep]: Added ability to customize Dataprep unique input parameters by way of subclassing the DataprepRequest pydantic model.
Avoids having to introduce parameters unique to a few Dataprep integrations a... | (006bd91) - [dataprep]: New Arango integration ([#1558](https://github.com/opea-project/GenAIComps/pull/1558)) - [dataprep]: Added ability to customize Dataprep unique input parameters by way of subclassing the DataprepRequest pydantic model.
Avoids having to introduce parameters unique to a few Dataprep integrations a... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
1b8a4869-fd86-4e95-ade2-0d5bd8b938a7 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 41 | opea-semantic-v1 | ed8d7af00b60957f | <details><summary>GenAIInfra</summary>
- HelmChart
- [TDX] Added Intel TDX support to helm charts ([#799](https://github.com/opea-project/GenAIInfra/pull/799)) (040860e)
- Add helm starter chart for developing new charts ([#776](https://github.com/opea-project/GenAIInfra/pull/776)) (6154b6c)
- HPA enabling usability... | ai_ref_knowledge | OPEA Documentation | <details><summary>GenAIInfra</summary>
- HelmChart
- [TDX] Added Intel TDX support to helm charts ([#799](https://github.com/opea-project/GenAIInfra/pull/799)) (040860e)
- Add helm starter chart for developing new charts ([#776](https://github.com/opea-project/GenAIInfra/pull/776)) (6154b6c)
- HPA enabling usability... | <details><summary>GenAIInfra</summary>
- HelmChart
- [TDX] Added Intel TDX support to helm charts ([#799](https://github.com/opea-project/GenAIInfra/pull/799)) (040860e)
- Add helm starter chart for developing new charts ([#776](https://github.com/opea-project/GenAIInfra/pull/776)) (6154b6c)
- HPA enabling usability... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
1bddaefb-2701-453a-8eaa-b9e3bbad50aa | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 12 | opea-semantic-v1 | 433fb672f742cf1d | <b>E2E (end-to-end) metric improvements</b>: E2E metrics are summed together for applications that use multiple megaservice instances. Tests for the E2E metrics + fixes. ([GenAIComps#1301](https://github.com/opea-project/GenAIComps/pull/1301), ([GenAIComps#1343](https://github.com/opea-project/GenAIComps/pull/1343))
##... | ai_ref_knowledge | OPEA Documentation | <b>E2E (end-to-end) metric improvements</b>: E2E metrics are summed together for applications that use multiple megaservice instances. Tests for the E2E metrics + fixes. ([GenAIComps#1301](https://github.com/opea-project/GenAIComps/pull/1301), ([GenAIComps#1343](https://github.com/opea-project/GenAIComps/pull/1343))
##... | <b>E2E (end-to-end) metric improvements</b>: E2E metrics are summed together for applications that use multiple megaservice instances. Tests for the E2E metrics + fixes. ([GenAIComps#1301](https://github.com/opea-project/GenAIComps/pull/1301), ([GenAIComps#1343](https://github.com/opea-project/GenAIComps/pull/1343))
##... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
22b90cfc-b379-4820-a30c-2b942021253b | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 1 | opea-semantic-v1 | 675f393e596640ef | are excited to announce the release of OPEA version 1.3, which includes significant contributions from the open-source community. This release addresses over 520 pull requests.
More information about how to get started with OPEA v1.3 can be found on the [Getting Started](https://opea-project.github.io/latest/index.html... | ai_ref_knowledge | OPEA Documentation | are excited to announce the release of OPEA version 1.3, which includes significant contributions from the open-source community. This release addresses over 520 pull requests.
More information about how to get started with OPEA v1.3 can be found on the [Getting Started](https://opea-project.github.io/latest/index.html... | are excited to announce the release of OPEA version 1.3, which includes significant contributions from the open-source community. This release addresses over 520 pull requests.
More information about how to get started with OPEA v1.3 can be found on the [Getting Started](https://opea-project.github.io/latest/index.html... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
23d63f45-93d1-409f-818b-8390413f1367 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 15 | opea-semantic-v1 | 2be178ef80287418 | ### Newly Supported Models OPEA introduced the support for the following models in this release.
| Model | TGI-Gaudi | vLLM-CPU | vLLM-Gaudi | vLLM-ROCm | OVMS | Optimum-Habana | PredictionGuard |
| ------------------------------------------- | --------- | -------- | ---------- | --------- | -------- | -------------- |... | ai_ref_knowledge | OPEA Documentation | ### Newly Supported Models OPEA introduced the support for the following models in this release.
| Model | TGI-Gaudi | vLLM-CPU | vLLM-Gaudi | vLLM-ROCm | OVMS | Optimum-Habana | PredictionGuard |
| ------------------------------------------- | --------- | -------- | ---------- | --------- | -------- | -------------- |... | ### Newly Supported Models OPEA introduced the support for the following models in this release.
| Model | TGI-Gaudi | vLLM-CPU | vLLM-Gaudi | vLLM-ROCm | OVMS | Optimum-Habana | PredictionGuard |
| ------------------------------------------- | --------- | -------- | ---------- | --------- | -------- | -------------- |... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
2dbf65fb-d6b6-466c-b159-c0fe09f46fe8 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 63 | opea-semantic-v1 | 55d68f4d695f0e54 | ## Known Issues - [AvatarChatbot](https://github.com/opea-project/GenAIExamples/tree/v1.3/AvatarChatbot) can not work in K8s environment because of a functional gap in wav2clip service. ([GenAIExamples#1506](https://github.com/opea-project/GenAIExamples/pull/1506))
## Full Changelogs
- GenAIExamples: [v1.2...v1.3](http... | ai_ref_knowledge | OPEA Documentation | ## Known Issues - [AvatarChatbot](https://github.com/opea-project/GenAIExamples/tree/v1.3/AvatarChatbot) can not work in K8s environment because of a functional gap in wav2clip service. ([GenAIExamples#1506](https://github.com/opea-project/GenAIExamples/pull/1506))
## Full Changelogs
- GenAIExamples: [v1.2...v1.3](http... | ## Known Issues - [AvatarChatbot](https://github.com/opea-project/GenAIExamples/tree/v1.3/AvatarChatbot) can not work in K8s environment because of a functional gap in wav2clip service. ([GenAIExamples#1506](https://github.com/opea-project/GenAIExamples/pull/1506))
## Full Changelogs
- GenAIExamples: [v1.2...v1.3](http... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
3242e9d2-59eb-4b34-b5a1-60b2eeda5088 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 53 | opea-semantic-v1 | 6c2f251f0d54045e | The Docker image will be released with the `latest` tag before the v1.4 release.| OPEA introduced OPEAStore to decouple prompt registry component from MongoDB. |
[All OPEA docker images](https://github.com/opea-project/GenAIExamples/blob/v1.3/docker_images_list.md) | ai_ref_knowledge | OPEA Documentation | The Docker image will be released with the `latest` tag before the v1.4 release.| OPEA introduced OPEAStore to decouple prompt registry component from MongoDB. |
[All OPEA docker images](https://github.com/opea-project/GenAIExamples/blob/v1.3/docker_images_list.md) | The Docker image will be released with the `latest` tag before the v1.4 release.| OPEA introduced OPEAStore to decouple prompt registry component from MongoDB. |
[All OPEA docker images](https://github.com/opea-project/GenAIExamples/blob/v1.3/docker_images_list.md) | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
347bcc3c-d2c4-40b7-b7af-f80ba62c9853 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 25 | opea-semantic-v1 | 79965c93b0572c4b | ([#1501](https://github.com/opea-project/GenAIExamples/pull/1501)) (970b869) - Updated README.md of AIPC quick start ([#1578](https://github.com/opea-project/GenAIExamples/pull/1578)) (852bc70) - Added short descriptions to the images OPEA publishes on Docker Hub ([#1637](https://github.com/opea-project/GenAIExamples/p... | ai_ref_knowledge | OPEA Documentation | ([#1501](https://github.com/opea-project/GenAIExamples/pull/1501)) (970b869) - Updated README.md of AIPC quick start ([#1578](https://github.com/opea-project/GenAIExamples/pull/1578)) (852bc70) - Added short descriptions to the images OPEA publishes on Docker Hub ([#1637](https://github.com/opea-project/GenAIExamples/p... | ([#1501](https://github.com/opea-project/GenAIExamples/pull/1501)) (970b869) - Updated README.md of AIPC quick start ([#1578](https://github.com/opea-project/GenAIExamples/pull/1578)) (852bc70) - Added short descriptions to the images OPEA publishes on Docker Hub ([#1637](https://github.com/opea-project/GenAIExamples/p... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
35247a74-bf23-47a8-ad6e-2ef9e2f9a19f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 36 | opea-semantic-v1 | 7f1f7921563f6d25 | <details><summary>GenAIEval</summary>
- Auto Tuner
- RAG Pilot - A RAG pipeline tuning tool allowing fine-grained control over key aspects of parsing, chunking, postprocessing, and generating selection, enabling better retrieval and response generation. ([#243](https://github.com/opea-project/GenAIEval/pull/243)) (97d... | ai_ref_knowledge | OPEA Documentation | <details><summary>GenAIEval</summary>
- Auto Tuner
- RAG Pilot - A RAG pipeline tuning tool allowing fine-grained control over key aspects of parsing, chunking, postprocessing, and generating selection, enabling better retrieval and response generation. ([#243](https://github.com/opea-project/GenAIEval/pull/243)) (97d... | <details><summary>GenAIEval</summary>
- Auto Tuner
- RAG Pilot - A RAG pipeline tuning tool allowing fine-grained control over key aspects of parsing, chunking, postprocessing, and generating selection, enabling better retrieval and response generation. ([#243](https://github.com/opea-project/GenAIEval/pull/243)) (97d... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
36b30cdc-c812-4cff-a276-bbdda71067cd | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 51 | opea-semantic-v1 | 13feaeb7bbca3ea2 | |[opea/faqgen-react-ui](https://hub.docker.com/r/opea/faqgen-react-ui)|Use [opea/chatqna-ui](https://hub.docker.com/r/opea/chatqna-ui) instead.| FaqGen is deprecated. | |[opea/feedbackmanagement](https://hub.docker.com/r/opea/feedbackmanagement)|Use [opea/feedbackmanagement-mongo](https://hub.docker.com/r/opea/feedback... | ai_ref_knowledge | OPEA Documentation | |[opea/faqgen-react-ui](https://hub.docker.com/r/opea/faqgen-react-ui)|Use [opea/chatqna-ui](https://hub.docker.com/r/opea/chatqna-ui) instead.| FaqGen is deprecated. | |[opea/feedbackmanagement](https://hub.docker.com/r/opea/feedbackmanagement)|Use [opea/feedbackmanagement-mongo](https://hub.docker.com/r/opea/feedback... | |[opea/faqgen-react-ui](https://hub.docker.com/r/opea/faqgen-react-ui)|Use [opea/chatqna-ui](https://hub.docker.com/r/opea/chatqna-ui) instead.| FaqGen is deprecated. | |[opea/feedbackmanagement](https://hub.docker.com/r/opea/feedbackmanagement)|Use [opea/feedbackmanagement-mongo](https://hub.docker.com/r/opea/feedback... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
3820097f-0eb0-4be6-ab6c-28d143749c36 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 7 | opea-semantic-v1 | 94a77054d89b627f | [Haystack](https://haystack.deepset.ai). ([Haystack-OPEA#1](https://github.com/opea-project/Haystack-OPEA#1)) - <b>Cloud Readiness</b>: Expanded automated Terraform deployment for ChatQnA to include support for Azure, and enabled CodeGen deployments on AWS and GCP. ([GenAIExamples#1731](https://github.com/opea-project/... | ai_ref_knowledge | OPEA Documentation | [Haystack](https://haystack.deepset.ai). ([Haystack-OPEA#1](https://github.com/opea-project/Haystack-OPEA#1)) - <b>Cloud Readiness</b>: Expanded automated Terraform deployment for ChatQnA to include support for Azure, and enabled CodeGen deployments on AWS and GCP. ([GenAIExamples#1731](https://github.com/opea-project/... | [Haystack](https://haystack.deepset.ai). ([Haystack-OPEA#1](https://github.com/opea-project/Haystack-OPEA#1)) - <b>Cloud Readiness</b>: Expanded automated Terraform deployment for ChatQnA to include support for Azure, and enabled CodeGen deployments on AWS and GCP. ([GenAIExamples#1731](https://github.com/opea-project/... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
45f78c1e-c533-4685-9c94-868ac5f6df34 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 13 | opea-semantic-v1 | b884b82f2ba1aca8 | examples to help readers easily locate documentation tailored to deployment, customization, and hardware. ([GenAIExamples#1741](https://github.com/opea-project/GenAIExamples/issues/1741)) - <b>Optimized Dockerfiles</b>: Simplified application Dockerfiles for faster image builds. ([GenAIExamples#1585](https://github.com... | ai_ref_knowledge | OPEA Documentation | examples to help readers easily locate documentation tailored to deployment, customization, and hardware. ([GenAIExamples#1741](https://github.com/opea-project/GenAIExamples/issues/1741)) - <b>Optimized Dockerfiles</b>: Simplified application Dockerfiles for faster image builds. ([GenAIExamples#1585](https://github.com... | examples to help readers easily locate documentation tailored to deployment, customization, and hardware. ([GenAIExamples#1741](https://github.com/opea-project/GenAIExamples/issues/1741)) - <b>Optimized Dockerfiles</b>: Simplified application Dockerfiles for faster image builds. ([GenAIExamples#1585](https://github.com... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
49312820-7b9b-4b86-af48-da5c3dd19d70 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 22 | opea-semantic-v1 | 075e9525e4b933f1 | - Benchmark - [ChatQnA] Provided unified scalable deployment and benchmarking support for examples ([#1315](https://github.com/opea-project/GenAIExamples/pull/1315)) (ed16308)
- Deployment
- Sync values yaml file for 1.3 release ([#1748](https://github.com/opea-project/GenAIExamples/pull/1748)) (46ebb78) | ai_ref_knowledge | OPEA Documentation | - Benchmark - [ChatQnA] Provided unified scalable deployment and benchmarking support for examples ([#1315](https://github.com/opea-project/GenAIExamples/pull/1315)) (ed16308)
- Deployment
- Sync values yaml file for 1.3 release ([#1748](https://github.com/opea-project/GenAIExamples/pull/1748)) (46ebb78) | - Benchmark - [ChatQnA] Provided unified scalable deployment and benchmarking support for examples ([#1315](https://github.com/opea-project/GenAIExamples/pull/1315)) (ed16308)
- Deployment
- Sync values yaml file for 1.3 release ([#1748](https://github.com/opea-project/GenAIExamples/pull/1748)) (46ebb78) | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
4f1eecec-801f-492c-ba76-dac86f34cb6f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 8 | opea-semantic-v1 | 6987187229dd16d3 | and adaptability for CodeGen example. ([GenAIExamples#1757](https://github.com/opea-project/GenAIExamples/pull/1757)) - <b>Enhanced Multimodality</b>: Added support for additional audio file types (.mp3) and supported spoken audio captions with image ingestion.
([GenAIExamples#1549](https://github.com/opea-project/GenA... | ai_ref_knowledge | OPEA Documentation | and adaptability for CodeGen example. ([GenAIExamples#1757](https://github.com/opea-project/GenAIExamples/pull/1757)) - <b>Enhanced Multimodality</b>: Added support for additional audio file types (.mp3) and supported spoken audio captions with image ingestion.
([GenAIExamples#1549](https://github.com/opea-project/GenA... | and adaptability for CodeGen example. ([GenAIExamples#1757](https://github.com/opea-project/GenAIExamples/pull/1757)) - <b>Enhanced Multimodality</b>: Added support for additional audio file types (.mp3) and supported spoken audio captions with image ingestion.
([GenAIExamples#1549](https://github.com/opea-project/GenA... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
500340e4-822e-4677-8b9e-b0f88c28cca8 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 20 | opea-semantic-v1 | a07fd6741d89ed65 | sleek new UI based on Vue and Ant Design for enhanced user experience, supporting concurrent multi-requests on vLLM, JSON pipeline configuration, and API-based prompt modification.
([#1665](https://github.com/opea-project/GenAIExamples/pull/1665)) (5a50ae0)
- [EdgeCraftRAG] Supported multi-card deployment of Intel ARC... | ai_ref_knowledge | OPEA Documentation | sleek new UI based on Vue and Ant Design for enhanced user experience, supporting concurrent multi-requests on vLLM, JSON pipeline configuration, and API-based prompt modification.
([#1665](https://github.com/opea-project/GenAIExamples/pull/1665)) (5a50ae0)
- [EdgeCraftRAG] Supported multi-card deployment of Intel ARC... | sleek new UI based on Vue and Ant Design for enhanced user experience, supporting concurrent multi-requests on vLLM, JSON pipeline configuration, and API-based prompt modification.
([#1665](https://github.com/opea-project/GenAIExamples/pull/1665)) (5a50ae0)
- [EdgeCraftRAG] Supported multi-card deployment of Intel ARC... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
52647290-e9c1-446a-aa04-121450b65675 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 37 | opea-semantic-v1 | e3bb32fc6e936815 | RAG pipeline tuning tool allowing fine-grained control over key aspects of parsing, chunking, postprocessing, and generating selection, enabling better retrieval and response generation. ([#243](https://github.com/opea-project/GenAIEval/pull/243)) (97da8f2)
- Monitoring
- Integrate with memory bandwidth exporter to su... | ai_ref_knowledge | OPEA Documentation | RAG pipeline tuning tool allowing fine-grained control over key aspects of parsing, chunking, postprocessing, and generating selection, enabling better retrieval and response generation. ([#243](https://github.com/opea-project/GenAIEval/pull/243)) (97da8f2)
- Monitoring
- Integrate with memory bandwidth exporter to su... | RAG pipeline tuning tool allowing fine-grained control over key aspects of parsing, chunking, postprocessing, and generating selection, enabling better retrieval and response generation. ([#243](https://github.com/opea-project/GenAIEval/pull/243)) (97da8f2)
- Monitoring
- Integrate with memory bandwidth exporter to su... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
53bcbcb0-e0e4-480a-b601-99f670b74649 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 45 | opea-semantic-v1 | 534c4d0276e28a34 | - CI/CD/UT - CI: Enabled milvus related test ([#767](https://github.com/opea-project/GenAIInfra/pull/767)) (5b2cca9) <!-- - chatqna: add VLLM_CPU_KVCACHE_SPACE setting (#981) (591772a) --> </details>
<details><summary>GenAIStudio</summary> | ai_ref_knowledge | OPEA Documentation | - CI/CD/UT - CI: Enabled milvus related test ([#767](https://github.com/opea-project/GenAIInfra/pull/767)) (5b2cca9) <!-- - chatqna: add VLLM_CPU_KVCACHE_SPACE setting (#981) (591772a) --> </details>
<details><summary>GenAIStudio</summary> | - CI/CD/UT - CI: Enabled milvus related test ([#767](https://github.com/opea-project/GenAIInfra/pull/767)) (5b2cca9) <!-- - chatqna: add VLLM_CPU_KVCACHE_SPACE setting (#981) (591772a) --> </details>
<details><summary>GenAIStudio</summary> | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
578afafe-4357-4d02-ab99-b5bd72851736 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 14 | opea-semantic-v1 | 4437e7e697da8c6b | ### Exploration - <b>SQFT</b>: Supported low-precision sparse parameter-efficient fine-tuning on LLMs. ([GenAIResearch#1](https://github.com/opea-project/GenAIResearch/pull/1))
### Newly Supported Models
OPEA introduced the support for the following models in this release. | ai_ref_knowledge | OPEA Documentation | ### Exploration - <b>SQFT</b>: Supported low-precision sparse parameter-efficient fine-tuning on LLMs. ([GenAIResearch#1](https://github.com/opea-project/GenAIResearch/pull/1))
### Newly Supported Models
OPEA introduced the support for the following models in this release. | ### Exploration - <b>SQFT</b>: Supported low-precision sparse parameter-efficient fine-tuning on LLMs. ([GenAIResearch#1](https://github.com/opea-project/GenAIResearch/pull/1))
### Newly Supported Models
OPEA introduced the support for the following models in this release. | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
59a7fc92-668e-40b8-b774-9384bea1a6bb | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 30 | opea-semantic-v1 | b60a4c166b9c8dd8 | ([#1339](https://github.com/opea-project/GenAIComps/pull/1339)) (42f323f) - Refined synchronized I/O in asynchronous functions ([#1300](https://github.com/opea-project/GenAIComps/pull/1300)) (b08571f)
- Bug Fixes
- Docsum error by HuggingFaceEndpoint ([#1246](https://github.com/opea-project/GenAIComps/pull/1246)) (30e... | ai_ref_knowledge | OPEA Documentation | ([#1339](https://github.com/opea-project/GenAIComps/pull/1339)) (42f323f) - Refined synchronized I/O in asynchronous functions ([#1300](https://github.com/opea-project/GenAIComps/pull/1300)) (b08571f)
- Bug Fixes
- Docsum error by HuggingFaceEndpoint ([#1246](https://github.com/opea-project/GenAIComps/pull/1246)) (30e... | ([#1339](https://github.com/opea-project/GenAIComps/pull/1339)) (42f323f) - Refined synchronized I/O in asynchronous functions ([#1300](https://github.com/opea-project/GenAIComps/pull/1300)) (b08571f)
- Bug Fixes
- Docsum error by HuggingFaceEndpoint ([#1246](https://github.com/opea-project/GenAIComps/pull/1246)) (30e... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
5cf851fe-f3ed-4987-beb1-9735fc91b71e | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 17 | opea-semantic-v1 | da2feba0fc50fff1 | (✓: supported; -: not validated; x: unsupported)
### Newly Supported Hardware
- AMD® GPU using AMD® ROCm™ for 9 examples. ([GenAIExamples#1613](https://github.com/opea-project/GenAIExamples/pull/1613) and 8 more.) | ai_ref_knowledge | OPEA Documentation | (✓: supported; -: not validated; x: unsupported)
### Newly Supported Hardware
- AMD® GPU using AMD® ROCm™ for 9 examples. ([GenAIExamples#1613](https://github.com/opea-project/GenAIExamples/pull/1613) and 8 more.) | (✓: supported; -: not validated; x: unsupported)
### Newly Supported Hardware
- AMD® GPU using AMD® ROCm™ for 9 examples. ([GenAIExamples#1613](https://github.com/opea-project/GenAIExamples/pull/1613) and 8 more.) | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
60000eca-b370-43f9-af1f-f3dca787c86d | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 52 | opea-semantic-v1 | bdbee1a111f1de39 | will be released with the `latest` tag before the v1.4 release. | OPEA introduced OPEAStore to decouple chathistory component from MongoDB. | |[opea/feedbackmanagement-mongo](https://hub.docker.com/r/opea/feedbackmanagement-mongo)|Use [opea/feedbackmanagement](https://hub.docker.com/r/opea/feedbackmanagement) instead.
... | ai_ref_knowledge | OPEA Documentation | will be released with the `latest` tag before the v1.4 release. | OPEA introduced OPEAStore to decouple chathistory component from MongoDB. | |[opea/feedbackmanagement-mongo](https://hub.docker.com/r/opea/feedbackmanagement-mongo)|Use [opea/feedbackmanagement](https://hub.docker.com/r/opea/feedbackmanagement) instead.
... | will be released with the `latest` tag before the v1.4 release. | OPEA introduced OPEAStore to decouple chathistory component from MongoDB. | |[opea/feedbackmanagement-mongo](https://hub.docker.com/r/opea/feedbackmanagement-mongo)|Use [opea/feedbackmanagement](https://hub.docker.com/r/opea/feedbackmanagement) instead.
... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
607462e1-1d5f-40cd-9d34-2ab9383a7cce | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 55 | opea-semantic-v1 | d96a330d623c5a08 | AIPC deployment. Use the environment variable `HUGGINGFACEHUB_API_TOKEN` instead. This change aligns with the standardized naming conventions for environment variables.| |[ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA)|environment variable|`OLLAMA_HOST`|Removed from Intel AIPC deployment.
Ins... | ai_ref_knowledge | OPEA Documentation | AIPC deployment. Use the environment variable `HUGGINGFACEHUB_API_TOKEN` instead. This change aligns with the standardized naming conventions for environment variables.| |[ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA)|environment variable|`OLLAMA_HOST`|Removed from Intel AIPC deployment.
Ins... | AIPC deployment. Use the environment variable `HUGGINGFACEHUB_API_TOKEN` instead. This change aligns with the standardized naming conventions for environment variables.| |[ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA)|environment variable|`OLLAMA_HOST`|Removed from Intel AIPC deployment.
Ins... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
611321d2-9cc3-47a4-ad52-ec9fef276015 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 3 | opea-semantic-v1 | 19ca92a48ad4193c | v1.3](#whats-new-in-opea-v13) - [Deprecations](#deprecations) - [Updated Dependencies](#updated-dependencies) - [Changes to Default Behavior](#changes-to-default-behavior) - [Validated Hardware](#validated-hardware) - [Validated Software](#validated-software) - [Known Issues](#known-issues) - [Full Changelogs](#full-ch... | ai_ref_knowledge | OPEA Documentation | v1.3](#whats-new-in-opea-v13) - [Deprecations](#deprecations) - [Updated Dependencies](#updated-dependencies) - [Changes to Default Behavior](#changes-to-default-behavior) - [Validated Hardware](#validated-hardware) - [Validated Software](#validated-software) - [Known Issues](#known-issues) - [Full Changelogs](#full-ch... | v1.3](#whats-new-in-opea-v13) - [Deprecations](#deprecations) - [Updated Dependencies](#updated-dependencies) - [Changes to Default Behavior](#changes-to-default-behavior) - [Validated Hardware](#validated-hardware) - [Validated Software](#validated-software) - [Known Issues](#known-issues) - [Full Changelogs](#full-ch... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
77191389-6a77-4e75-bd40-6a0cc1b54e89 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 24 | opea-semantic-v1 | 21ad22de98063ad9 | errors for running AgentQnA on xeon with openai and update readme ([#1664](https://github.com/opea-project/GenAIExamples/pull/1664)) (fecc227) - [AudioQnA] Fixed the LLM model field for inputs alignment ([#1611](https://github.com/opea-project/GenAIExamples/pull/1611)) (2dfcfa0)
- Documentation
- Updated README.md for... | ai_ref_knowledge | OPEA Documentation | errors for running AgentQnA on xeon with openai and update readme ([#1664](https://github.com/opea-project/GenAIExamples/pull/1664)) (fecc227) - [AudioQnA] Fixed the LLM model field for inputs alignment ([#1611](https://github.com/opea-project/GenAIExamples/pull/1611)) (2dfcfa0)
- Documentation
- Updated README.md for... | errors for running AgentQnA on xeon with openai and update readme ([#1664](https://github.com/opea-project/GenAIExamples/pull/1664)) (fecc227) - [AudioQnA] Fixed the LLM model field for inputs alignment ([#1611](https://github.com/opea-project/GenAIExamples/pull/1611)) (2dfcfa0)
- Documentation
- Updated README.md for... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
77c4c9db-a394-416f-a8ea-c2ae228b75b3 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 10 | opea-semantic-v1 | 1526fedd7428a12f | supports evaluating the performance of DocSum. ([GenAIEval#252](https://github.com/opea-project/GenAIEval/pull/252)) - <b>Toxicity Detection Evaluation</b>: Introduced a workflow to evaluate the capability of detecting toxic language based on LLMs.
([GenAIEval#241](https://github.com/opea-project/GenAIEval/pull/241))
-... | ai_ref_knowledge | OPEA Documentation | supports evaluating the performance of DocSum. ([GenAIEval#252](https://github.com/opea-project/GenAIEval/pull/252)) - <b>Toxicity Detection Evaluation</b>: Introduced a workflow to evaluate the capability of detecting toxic language based on LLMs.
([GenAIEval#241](https://github.com/opea-project/GenAIEval/pull/241))
-... | supports evaluating the performance of DocSum. ([GenAIEval#252](https://github.com/opea-project/GenAIEval/pull/252)) - <b>Toxicity Detection Evaluation</b>: Introduced a workflow to evaluate the capability of detecting toxic language based on LLMs.
([GenAIEval#241](https://github.com/opea-project/GenAIEval/pull/241))
-... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
7862cc4b-1032-4023-88e5-abd0121c7d4d | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 58 | opea-semantic-v1 | c37e35733fc5da1c | ## Updated Dependencies
| Dependency | Hardware | Scope | Version | Version in OPEA v1.2 | Comments |
|--|--|--|--|--|--|
|gradio|-|all examples|5.11.0|5.5.0||
|huggingface/text-generation-inference|AMD GPU|all examples|2.4.1-rocm|2.3.1-rocm||
|huggingface/text-embeddings-inference|all|all examples except ChatQnA|cpu-1... | ai_ref_knowledge | OPEA Documentation | ## Updated Dependencies
| Dependency | Hardware | Scope | Version | Version in OPEA v1.2 | Comments |
|--|--|--|--|--|--|
|gradio|-|all examples|5.11.0|5.5.0||
|huggingface/text-generation-inference|AMD GPU|all examples|2.4.1-rocm|2.3.1-rocm||
|huggingface/text-embeddings-inference|all|all examples except ChatQnA|cpu-1... | ## Updated Dependencies
| Dependency | Hardware | Scope | Version | Version in OPEA v1.2 | Comments |
|--|--|--|--|--|--|
|gradio|-|all examples|5.11.0|5.5.0||
|huggingface/text-generation-inference|AMD GPU|all examples|2.4.1-rocm|2.3.1-rocm||
|huggingface/text-embeddings-inference|all|all examples except ChatQnA|cpu-1... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
7ee6b531-2f1a-4331-8506-af3fdbe32cf5 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 32 | opea-semantic-v1 | c09508d506f1d99c | passing ([#1288](https://github.com/opea-project/GenAIComps/pull/1288)) (4a90692) - Fixed the retriever issue of Milvus ([#1286](https://github.com/opea-project/GenAIComps/pull/1286)) (47f68a4) - Fixed Qdrant retriever RAG issue. ([#1289](https://github.com/opea-project/GenAIComps/pull/1289)) (c3c8497) - Fixed agent me... | ai_ref_knowledge | OPEA Documentation | passing ([#1288](https://github.com/opea-project/GenAIComps/pull/1288)) (4a90692) - Fixed the retriever issue of Milvus ([#1286](https://github.com/opea-project/GenAIComps/pull/1286)) (47f68a4) - Fixed Qdrant retriever RAG issue. ([#1289](https://github.com/opea-project/GenAIComps/pull/1289)) (c3c8497) - Fixed agent me... | passing ([#1288](https://github.com/opea-project/GenAIComps/pull/1288)) (4a90692) - Fixed the retriever issue of Milvus ([#1286](https://github.com/opea-project/GenAIComps/pull/1286)) (47f68a4) - Fixed Qdrant retriever RAG issue. ([#1289](https://github.com/opea-project/GenAIComps/pull/1289)) (c3c8497) - Fixed agent me... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
81bf6258-3c5b-453f-b0f8-8e27d3db6ec4 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 56 | opea-semantic-v1 | acf2d7f2338deec1 | uses.| |[GraphRAG](https://github.com/opea-project/GenAIExamples/tree/v1.3/GraphRAG)|environment variable|`MAX_OUTPUT_TOKENS`|Instead, it has been split into two new environment variables: `MAX_INPUT_TOKENS` (default: 4096) and `MAX_TOTAL_TOKENS` (default: 8192) to control the maximum token limits.|
### Deprecated GenA... | ai_ref_knowledge | OPEA Documentation | uses.| |[GraphRAG](https://github.com/opea-project/GenAIExamples/tree/v1.3/GraphRAG)|environment variable|`MAX_OUTPUT_TOKENS`|Instead, it has been split into two new environment variables: `MAX_INPUT_TOKENS` (default: 4096) and `MAX_TOTAL_TOKENS` (default: 8192) to control the maximum token limits.|
### Deprecated GenA... | uses.| |[GraphRAG](https://github.com/opea-project/GenAIExamples/tree/v1.3/GraphRAG)|environment variable|`MAX_OUTPUT_TOKENS`|Instead, it has been split into two new environment variables: `MAX_INPUT_TOKENS` (default: 4096) and `MAX_TOTAL_TOKENS` (default: 8192) to control the maximum token limits.|
### Deprecated GenA... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
82dcfb4b-4a73-47b1-86de-77d7fff0ed8a | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 6 | opea-semantic-v1 | b46abd5aa6f2a447 | Operator for OPEA (Alpha release)</b>: Simplified OPEA inference operations in cloud environment and enabled optimal out-of-the-box performance for specific models and hardware using profiles. ([GenAIInfra#945](https://github.com/opea-project/GenAIInfra/pull/945))
### Ecosystem Integrations
- <b>Haystack Integration</b... | ai_ref_knowledge | OPEA Documentation | Operator for OPEA (Alpha release)</b>: Simplified OPEA inference operations in cloud environment and enabled optimal out-of-the-box performance for specific models and hardware using profiles. ([GenAIInfra#945](https://github.com/opea-project/GenAIInfra/pull/945))
### Ecosystem Integrations
- <b>Haystack Integration</b... | Operator for OPEA (Alpha release)</b>: Simplified OPEA inference operations in cloud environment and enabled optimal out-of-the-box performance for specific models and hardware using profiles. ([GenAIInfra#945](https://github.com/opea-project/GenAIInfra/pull/945))
### Ecosystem Integrations
- <b>Haystack Integration</b... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
8bb969cc-a1ee-40e8-a488-05a6bc9bbaf3 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 23 | opea-semantic-v1 | 2ac272bdcf363636 | - Deployment - Sync values yaml file for 1.3 release ([#1748](https://github.com/opea-project/GenAIExamples/pull/1748)) (46ebb78)
- Bug Fixes
- [AgentQnA] Fixed errors for running AgentQnA on xeon with openai and update readme ([#1664](https://github.com/opea-project/GenAIExamples/pull/1664)) (fecc227)
- [AudioQnA] F... | ai_ref_knowledge | OPEA Documentation | - Deployment - Sync values yaml file for 1.3 release ([#1748](https://github.com/opea-project/GenAIExamples/pull/1748)) (46ebb78)
- Bug Fixes
- [AgentQnA] Fixed errors for running AgentQnA on xeon with openai and update readme ([#1664](https://github.com/opea-project/GenAIExamples/pull/1664)) (fecc227)
- [AudioQnA] F... | - Deployment - Sync values yaml file for 1.3 release ([#1748](https://github.com/opea-project/GenAIExamples/pull/1748)) (46ebb78)
- Bug Fixes
- [AgentQnA] Fixed errors for running AgentQnA on xeon with openai and update readme ([#1664](https://github.com/opea-project/GenAIExamples/pull/1664)) (fecc227)
- [AudioQnA] F... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
91ac39d2-1fcb-4728-aef8-b26819bb62ba | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 19 | opea-semantic-v1 | 2ccccebde671160e | <details><summary>GenAIExamples</summary>
- Functionalities
- [AgentQnA] Added web search tool support and simplify the run instructions. ([#1656](https://github.com/opea-project/GenAIExamples/pull/1656)) (e8f2313)
- [ChatQnA] Added support for latest deepseek models on Gaudi ([#1491](https://github.com/opea-project/... | ai_ref_knowledge | OPEA Documentation | <details><summary>GenAIExamples</summary>
- Functionalities
- [AgentQnA] Added web search tool support and simplify the run instructions. ([#1656](https://github.com/opea-project/GenAIExamples/pull/1656)) (e8f2313)
- [ChatQnA] Added support for latest deepseek models on Gaudi ([#1491](https://github.com/opea-project/... | <details><summary>GenAIExamples</summary>
- Functionalities
- [AgentQnA] Added web search tool support and simplify the run instructions. ([#1656](https://github.com/opea-project/GenAIExamples/pull/1656)) (e8f2313)
- [ChatQnA] Added support for latest deepseek models on Gaudi ([#1491](https://github.com/opea-project/... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
932cf31f-df76-452f-b8c1-f15a37e6f860 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 9 | opea-semantic-v1 | d2014153b0e4cade | text by extracting graph triplets. ([GenAIComps#1357](https://github.com/opea-project/GenAIComps/pull/1357), [GenAIComps#1472](https://github.com/opea-project/GenAIComps/pull/1472)) - <b>Text to Cypher</b>: Supported generating and executing Cypher queries from natural language for graph database retrieval. ([GenAIComp... | ai_ref_knowledge | OPEA Documentation | text by extracting graph triplets. ([GenAIComps#1357](https://github.com/opea-project/GenAIComps/pull/1357), [GenAIComps#1472](https://github.com/opea-project/GenAIComps/pull/1472)) - <b>Text to Cypher</b>: Supported generating and executing Cypher queries from natural language for graph database retrieval. ([GenAIComp... | text by extracting graph triplets. ([GenAIComps#1357](https://github.com/opea-project/GenAIComps/pull/1357), [GenAIComps#1472](https://github.com/opea-project/GenAIComps/pull/1472)) - <b>Text to Cypher</b>: Supported generating and executing Cypher queries from natural language for graph database retrieval. ([GenAIComp... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
99f199d6-983e-42f5-b287-9c7066b70e2a | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 47 | opea-semantic-v1 | 5771c086b1d30a28 | ([#48](https://github.com/opea-project/GenAIStudio/pull/48)) (ad64f7c) - Enabled LLM Traces for sandbox ([#51](https://github.com/opea-project/GenAIStudio/pull/51)) (df6b73e) - Migrated to internal k8 mysql and enable deployment package generation for agentqna ([#52](https://github.com/opea-project/GenAIStudio/pull/52)... | ai_ref_knowledge | OPEA Documentation | ([#48](https://github.com/opea-project/GenAIStudio/pull/48)) (ad64f7c) - Enabled LLM Traces for sandbox ([#51](https://github.com/opea-project/GenAIStudio/pull/51)) (df6b73e) - Migrated to internal k8 mysql and enable deployment package generation for agentqna ([#52](https://github.com/opea-project/GenAIStudio/pull/52)... | ([#48](https://github.com/opea-project/GenAIStudio/pull/48)) (ad64f7c) - Enabled LLM Traces for sandbox ([#51](https://github.com/opea-project/GenAIStudio/pull/51)) (df6b73e) - Migrated to internal k8 mysql and enable deployment package generation for agentqna ([#52](https://github.com/opea-project/GenAIStudio/pull/52)... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
9ca6a893-b23b-4ce5-9a3f-bb0b5476c28d | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 29 | opea-semantic-v1 | d5ecc3b58ea4f469 | ([#1318](https://github.com/opea-project/GenAIComps/pull/1318)) (78b94fc) - [retriever/milvus] Added Multimodal support for Milvus for retriever component ([#1381](https://github.com/opea-project/GenAIComps/pull/1381)) (40d431a) - [text2image & image2image] Enriched input parameters of text2image and image2image.
([#13... | ai_ref_knowledge | OPEA Documentation | ([#1318](https://github.com/opea-project/GenAIComps/pull/1318)) (78b94fc) - [retriever/milvus] Added Multimodal support for Milvus for retriever component ([#1381](https://github.com/opea-project/GenAIComps/pull/1381)) (40d431a) - [text2image & image2image] Enriched input parameters of text2image and image2image.
([#13... | ([#1318](https://github.com/opea-project/GenAIComps/pull/1318)) (78b94fc) - [retriever/milvus] Added Multimodal support for Milvus for retriever component ([#1381](https://github.com/opea-project/GenAIComps/pull/1381)) (40d431a) - [text2image & image2image] Enriched input parameters of text2image and image2image.
([#13... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
a4513d80-5a28-49c9-98ee-c7d6ef8adee7 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 48 | opea-semantic-v1 | 8762095f472a639a | </details>
## Deprecations
### Deprecated Examples
The following GenAI examples are deprecated, and were removed since OPEA v1.3:
| Example | Migration Solution | Reasons for Deprecation |
|--|--|--|
|[FaqGen](https://github.com/opea-project/GenAIExamples/tree/v1.2/FaqGen)|Use the example [ChatQnA](https://github.com/o... | ai_ref_knowledge | OPEA Documentation | </details>
## Deprecations
### Deprecated Examples
The following GenAI examples are deprecated, and were removed since OPEA v1.3:
| Example | Migration Solution | Reasons for Deprecation |
|--|--|--|
|[FaqGen](https://github.com/opea-project/GenAIExamples/tree/v1.2/FaqGen)|Use the example [ChatQnA](https://github.com/o... | </details>
## Deprecations
### Deprecated Examples
The following GenAI examples are deprecated, and were removed since OPEA v1.3:
| Example | Migration Solution | Reasons for Deprecation |
|--|--|--|
|[FaqGen](https://github.com/opea-project/GenAIExamples/tree/v1.2/FaqGen)|Use the example [ChatQnA](https://github.com/o... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
a9889210-458a-466a-b3f1-27db4c59e4fb | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 21 | opea-semantic-v1 | 583bda368562e6e8 | [EdgeCraftRAG] Supported multi-card deployment of Intel ARC GPU for vllm inference ([#1729](https://github.com/opea-project/GenAIExamples/pull/1729)) (1a0c5f0) - [FaqGen] Merged FaqGen into ChatQnA for unified Chatbot experience. ([#1654](https://github.com/opea-project/GenAIExamples/pull/1654)) (6d24c1c)
- Benchmark
... | ai_ref_knowledge | OPEA Documentation | [EdgeCraftRAG] Supported multi-card deployment of Intel ARC GPU for vllm inference ([#1729](https://github.com/opea-project/GenAIExamples/pull/1729)) (1a0c5f0) - [FaqGen] Merged FaqGen into ChatQnA for unified Chatbot experience. ([#1654](https://github.com/opea-project/GenAIExamples/pull/1654)) (6d24c1c)
- Benchmark
... | [EdgeCraftRAG] Supported multi-card deployment of Intel ARC GPU for vllm inference ([#1729](https://github.com/opea-project/GenAIExamples/pull/1729)) (1a0c5f0) - [FaqGen] Merged FaqGen into ChatQnA for unified Chatbot experience. ([#1654](https://github.com/opea-project/GenAIExamples/pull/1654)) (6d24c1c)
- Benchmark
... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
a9b33dbd-02f7-44d2-85bb-e0560e9026b7 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 64 | opea-semantic-v1 | db06d075f43d64db | ## Full Changelogs - GenAIExamples: [v1.2...v1.3](https://github.com/opea-project/GenAIExamples/compare/v1.2...v1.3) - GenAIComps: [v1.2...v1.3](https://github.com/opea-project/GenAIComps/compare/v1.2...v1.3) - GenAIInfra: [v1.2...v1.3](https://github.com/opea-project/GenAIInfra/compare/v1.2...v1.3) - GenAIEval: [v1.2.... | ai_ref_knowledge | OPEA Documentation | ## Full Changelogs - GenAIExamples: [v1.2...v1.3](https://github.com/opea-project/GenAIExamples/compare/v1.2...v1.3) - GenAIComps: [v1.2...v1.3](https://github.com/opea-project/GenAIComps/compare/v1.2...v1.3) - GenAIInfra: [v1.2...v1.3](https://github.com/opea-project/GenAIInfra/compare/v1.2...v1.3) - GenAIEval: [v1.2.... | ## Full Changelogs - GenAIExamples: [v1.2...v1.3](https://github.com/opea-project/GenAIExamples/compare/v1.2...v1.3) - GenAIComps: [v1.2...v1.3](https://github.com/opea-project/GenAIComps/compare/v1.2...v1.3) - GenAIInfra: [v1.2...v1.3](https://github.com/opea-project/GenAIInfra/compare/v1.2...v1.3) - GenAIEval: [v1.2.... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
a9d15660-7662-4c9a-9cf6-763a3f0cca1a | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 43 | opea-semantic-v1 | 4273977e4407dfeb | - CSP - Added automated provisioning of CosmosDB and App Insights for OPEA applications ([#657](https://github.com/opea-project/GenAIInfra/pull/657)) (d29bd2d)
- Bug Fixes
- Fixed the helm chart release dependency update ([#842](https://github.com/opea-project/GenAIInfra/pull/842)) (f121edd) | ai_ref_knowledge | OPEA Documentation | - CSP - Added automated provisioning of CosmosDB and App Insights for OPEA applications ([#657](https://github.com/opea-project/GenAIInfra/pull/657)) (d29bd2d)
- Bug Fixes
- Fixed the helm chart release dependency update ([#842](https://github.com/opea-project/GenAIInfra/pull/842)) (f121edd) | - CSP - Added automated provisioning of CosmosDB and App Insights for OPEA applications ([#657](https://github.com/opea-project/GenAIInfra/pull/657)) (d29bd2d)
- Bug Fixes
- Fixed the helm chart release dependency update ([#842](https://github.com/opea-project/GenAIInfra/pull/842)) (f121edd) | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
aaecd1f1-b121-45eb-8e2e-321e6af2c060 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 46 | opea-semantic-v1 | 5a7ade0cc7d3934a | <details><summary>GenAIStudio</summary>
- Updated studio fe table UI and updated studio be according to the dataprep refactor ([#32](https://github.com/opea-project/GenAIStudio/pull/32)) (1168507)
- [Feat] Added GenAI Studio UI improvement ([#48](https://github.com/opea-project/GenAIStudio/pull/48)) (ad64f7c)
- Enabled... | ai_ref_knowledge | OPEA Documentation | <details><summary>GenAIStudio</summary>
- Updated studio fe table UI and updated studio be according to the dataprep refactor ([#32](https://github.com/opea-project/GenAIStudio/pull/32)) (1168507)
- [Feat] Added GenAI Studio UI improvement ([#48](https://github.com/opea-project/GenAIStudio/pull/48)) (ad64f7c)
- Enabled... | <details><summary>GenAIStudio</summary>
- Updated studio fe table UI and updated studio be according to the dataprep refactor ([#32](https://github.com/opea-project/GenAIStudio/pull/32)) (1168507)
- [Feat] Added GenAI Studio UI improvement ([#48](https://github.com/opea-project/GenAIStudio/pull/48)) (ad64f7c)
- Enabled... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
abc0f6db-4146-4092-bd4b-0786e9a4d0cf | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 2 | opea-semantic-v1 | 78e5cd39d3d49042 | maintained in the [opea-project organization](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/v1.3/helm-charts#readme).
## Table ... | ai_ref_knowledge | OPEA Documentation | maintained in the [opea-project organization](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/v1.3/helm-charts#readme).
## Table ... | maintained in the [opea-project organization](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/v1.3/helm-charts#readme).
## Table ... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
b29a2af2-55e9-41d7-a6af-142ba75a2615 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 54 | opea-semantic-v1 | 86e6a1433995ba64 | [All OPEA docker images](https://github.com/opea-project/GenAIExamples/blob/v1.3/docker_images_list.md)
### Deprecated GenAIExample Variables
| Example | Type | Variable | Migration Solution |
|--|--|--|--|
|[ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA)|environment variable|`your_hf_api_tok... | ai_ref_knowledge | OPEA Documentation | [All OPEA docker images](https://github.com/opea-project/GenAIExamples/blob/v1.3/docker_images_list.md)
### Deprecated GenAIExample Variables
| Example | Type | Variable | Migration Solution |
|--|--|--|--|
|[ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA)|environment variable|`your_hf_api_tok... | [All OPEA docker images](https://github.com/opea-project/GenAIExamples/blob/v1.3/docker_images_list.md)
### Deprecated GenAIExample Variables
| Example | Type | Variable | Migration Solution |
|--|--|--|--|
|[ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA)|environment variable|`your_hf_api_tok... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
b8a8d053-fbed-4d99-a6be-a2ec661fce15 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 39 | opea-semantic-v1 | 04d84fde5f298899 | - Metrics - Collect vllm latency metric for e2e test ([#244](https://github.com/opea-project/GenAIEval/pull/244)) (1b6a91d)
- Bug Fixes
- Fix relative path issue for possion. ([#234](https://github.com/opea-project/GenAIEval/pull/234)) (3b9981a)
- Add the missed file in release package ([#233](https://github.com/opea... | ai_ref_knowledge | OPEA Documentation | - Metrics - Collect vllm latency metric for e2e test ([#244](https://github.com/opea-project/GenAIEval/pull/244)) (1b6a91d)
- Bug Fixes
- Fix relative path issue for possion. ([#234](https://github.com/opea-project/GenAIEval/pull/234)) (3b9981a)
- Add the missed file in release package ([#233](https://github.com/opea... | - Metrics - Collect vllm latency metric for e2e test ([#244](https://github.com/opea-project/GenAIEval/pull/244)) (1b6a91d)
- Bug Fixes
- Fix relative path issue for possion. ([#234](https://github.com/opea-project/GenAIEval/pull/234)) (3b9981a)
- Add the missed file in release package ([#233](https://github.com/opea... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
be086dd9-cb96-426c-821c-504c84275059 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 65 | opea-semantic-v1 | 6e4a7dac2c676c2a | ## Contributors This release would not have been possible without the contributions of the following organizations and individuals.
### Contributing Organizations
- `Amazon`: Ollama deployment, Bedrock integration, OVMS integration and bug fixes. - `AMD`: vLLM enablement on AMD GPUs for key examples, AMD GPUs enabling ... | ai_ref_knowledge | OPEA Documentation | ## Contributors This release would not have been possible without the contributions of the following organizations and individuals.
### Contributing Organizations
- `Amazon`: Ollama deployment, Bedrock integration, OVMS integration and bug fixes. - `AMD`: vLLM enablement on AMD GPUs for key examples, AMD GPUs enabling ... | ## Contributors This release would not have been possible without the contributions of the following organizations and individuals.
### Contributing Organizations
- `Amazon`: Ollama deployment, Bedrock integration, OVMS integration and bug fixes. - `AMD`: vLLM enablement on AMD GPUs for key examples, AMD GPUs enabling ... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
c3d04960-6af0-45e7-9e9b-c4114225ebe2 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 62 | opea-semantic-v1 | a9cd4f475fea1732 | - Kubernetes v1.29.15 - TEI v1.6 - TGI v2.4.0 (Xeon), v2.3.1(Gaudi), v2.4.1 (ROCm) - Torch v2.5.1 - Ubuntu 22.04 - vLLM v0.8.3 (Xeon/ROCm), v0.6.6 (Gaudi)
## Known Issues
- [AvatarChatbot](https://github.com/opea-project/GenAIExamples/tree/v1.3/AvatarChatbot) can not work in K8s environment because of a functional gap ... | ai_ref_knowledge | OPEA Documentation | - Kubernetes v1.29.15 - TEI v1.6 - TGI v2.4.0 (Xeon), v2.3.1(Gaudi), v2.4.1 (ROCm) - Torch v2.5.1 - Ubuntu 22.04 - vLLM v0.8.3 (Xeon/ROCm), v0.6.6 (Gaudi)
## Known Issues
- [AvatarChatbot](https://github.com/opea-project/GenAIExamples/tree/v1.3/AvatarChatbot) can not work in K8s environment because of a functional gap ... | - Kubernetes v1.29.15 - TEI v1.6 - TGI v2.4.0 (Xeon), v2.3.1(Gaudi), v2.4.1 (ROCm) - Torch v2.5.1 - Ubuntu 22.04 - vLLM v0.8.3 (Xeon/ROCm), v0.6.6 (Gaudi)
## Known Issues
- [AvatarChatbot](https://github.com/opea-project/GenAIExamples/tree/v1.3/AvatarChatbot) can not work in K8s environment because of a functional gap ... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
c6221b25-399f-419f-91ff-9089ddb33869 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 27 | opea-semantic-v1 | bd6ebc0283378d96 | <details><summary>GenAIComps</summary>
- Functionalities
- [agent] Enabled custom prompt for react_llama and react_langgraph ([#1391](https://github.com/opea-project/GenAIComps/pull/1391)) (558a2f6)
- [dataprep] Added Multimodal support for Milvus for dataprep component ([#1380](https://github.com/opea-project/GenAIC... | ai_ref_knowledge | OPEA Documentation | <details><summary>GenAIComps</summary>
- Functionalities
- [agent] Enabled custom prompt for react_llama and react_langgraph ([#1391](https://github.com/opea-project/GenAIComps/pull/1391)) (558a2f6)
- [dataprep] Added Multimodal support for Milvus for dataprep component ([#1380](https://github.com/opea-project/GenAIC... | <details><summary>GenAIComps</summary>
- Functionalities
- [agent] Enabled custom prompt for react_llama and react_langgraph ([#1391](https://github.com/opea-project/GenAIComps/pull/1391)) (558a2f6)
- [dataprep] Added Multimodal support for Milvus for dataprep component ([#1380](https://github.com/opea-project/GenAIC... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
cb4d111d-2e54-4e1d-8613-bd3189f0f189 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 40 | opea-semantic-v1 | 7ade82d87a295b31 | (28ed0db) - fix the error of TTFT and TPOT while the bench target is chatqna_qlist_pubmed ([#238](https://github.com/opea-project/GenAIEval/pull/238)) (da04a9f) - Fix performance benchmark with pubmed ([#239](https://github.com/opea-project/GenAIEval/pull/239)) (5c8ab6e)
- Documentation
- Add recommendations to platfo... | ai_ref_knowledge | OPEA Documentation | (28ed0db) - fix the error of TTFT and TPOT while the bench target is chatqna_qlist_pubmed ([#238](https://github.com/opea-project/GenAIEval/pull/238)) (da04a9f) - Fix performance benchmark with pubmed ([#239](https://github.com/opea-project/GenAIEval/pull/239)) (5c8ab6e)
- Documentation
- Add recommendations to platfo... | (28ed0db) - fix the error of TTFT and TPOT while the bench target is chatqna_qlist_pubmed ([#238](https://github.com/opea-project/GenAIEval/pull/238)) (da04a9f) - Fix performance benchmark with pubmed ([#239](https://github.com/opea-project/GenAIEval/pull/239)) (5c8ab6e)
- Documentation
- Add recommendations to platfo... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
cb80746d-2e40-47dc-808f-66a9df8fb5b1 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 34 | opea-semantic-v1 | cea8a4f22ed97f93 | & WildGuard Microservice ([#1259](https://github.com/opea-project/GenAIComps/pull/1259)) (0df374b) - Fixed Readme errors in dataprep component for all VectorDBs ([#1377](https://github.com/opea-project/GenAIComps/pull/1377)) (492f028) - Refined the README for llms/doc-summarization ([#1437](https://github.com/opea-proj... | ai_ref_knowledge | OPEA Documentation | & WildGuard Microservice ([#1259](https://github.com/opea-project/GenAIComps/pull/1259)) (0df374b) - Fixed Readme errors in dataprep component for all VectorDBs ([#1377](https://github.com/opea-project/GenAIComps/pull/1377)) (492f028) - Refined the README for llms/doc-summarization ([#1437](https://github.com/opea-proj... | & WildGuard Microservice ([#1259](https://github.com/opea-project/GenAIComps/pull/1259)) (0df374b) - Fixed Readme errors in dataprep component for all VectorDBs ([#1377](https://github.com/opea-project/GenAIComps/pull/1377)) (492f028) - Refined the README for llms/doc-summarization ([#1437](https://github.com/opea-proj... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
ce27063d-8dc9-42fe-b809-d570349ed847 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 59 | opea-semantic-v1 | 4bb0e6ae668d1105 | ChatQnA|cpu-1.6|cpu-1.5|| |langchain<br/>langchain_community|-|llms/doc-summarization<br/>llms/faq-generation|0.3.14|0.3.15|Avoid bugs in FaqGen and DocSum.| |optimum-habana|Gaudi|lvms/llama-vision|1.17.0|-|| |pytorch|Gaudi|all components|2.5.1|2.4.0|| |transformers|-|lvms/llama-vision|4.48.0|4.45.1|| |vllm|Xeon|all su... | ai_ref_knowledge | OPEA Documentation | ChatQnA|cpu-1.6|cpu-1.5|| |langchain<br/>langchain_community|-|llms/doc-summarization<br/>llms/faq-generation|0.3.14|0.3.15|Avoid bugs in FaqGen and DocSum.| |optimum-habana|Gaudi|lvms/llama-vision|1.17.0|-|| |pytorch|Gaudi|all components|2.5.1|2.4.0|| |transformers|-|lvms/llama-vision|4.48.0|4.45.1|| |vllm|Xeon|all su... | ChatQnA|cpu-1.6|cpu-1.5|| |langchain<br/>langchain_community|-|llms/doc-summarization<br/>llms/faq-generation|0.3.14|0.3.15|Avoid bugs in FaqGen and DocSum.| |optimum-habana|Gaudi|lvms/llama-vision|1.17.0|-|| |pytorch|Gaudi|all components|2.5.1|2.4.0|| |transformers|-|lvms/llama-vision|4.48.0|4.45.1|| |vllm|Xeon|all su... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
d2f0884c-16d3-47fc-aabc-05d48b2d4389 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 66 | opea-semantic-v1 | 43d2ad9eadb127e0 | infrastructure, and evaluation. - `Infosys`: Azure support and documentation updates. - `National Chiao Tung University`: Documentation updates. - `Prediction Guard`: Maintenance of Prediction Guard components.
### Individual Contributors
For a comprehensive list of individual contributors, please refer to the [Full Ch... | ai_ref_knowledge | OPEA Documentation | infrastructure, and evaluation. - `Infosys`: Azure support and documentation updates. - `National Chiao Tung University`: Documentation updates. - `Prediction Guard`: Maintenance of Prediction Guard components.
### Individual Contributors
For a comprehensive list of individual contributors, please refer to the [Full Ch... | infrastructure, and evaluation. - `Infosys`: Azure support and documentation updates. - `National Chiao Tung University`: Documentation updates. - `Prediction Guard`: Maintenance of Prediction Guard components.
### Individual Contributors
For a comprehensive list of individual contributors, please refer to the [Full Ch... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
d33b0ef7-6613-4606-a85c-7a7cbe1144ab | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 49 | opea-semantic-v1 | 22bf35af9a6371e1 | | Migration Solution | Reasons for Deprecation | |--|--|--| |[FaqGen](https://github.com/opea-project/GenAIExamples/tree/v1.2/FaqGen)|Use the example [ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA) instead.| Provide users with a unified chatbot experience and reduce redundancy. |
### Deprecat... | ai_ref_knowledge | OPEA Documentation | | Migration Solution | Reasons for Deprecation | |--|--|--| |[FaqGen](https://github.com/opea-project/GenAIExamples/tree/v1.2/FaqGen)|Use the example [ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA) instead.| Provide users with a unified chatbot experience and reduce redundancy. |
### Deprecat... | | Migration Solution | Reasons for Deprecation | |--|--|--| |[FaqGen](https://github.com/opea-project/GenAIExamples/tree/v1.2/FaqGen)|Use the example [ChatQnA](https://github.com/opea-project/GenAIExamples/tree/v1.3/ChatQnA) instead.| Provide users with a unified chatbot experience and reduce redundancy. |
### Deprecat... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
d794754b-5b7d-4be8-868f-1860988b0040 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 38 | opea-semantic-v1 | 392c735ceb8ef881 | metrics. ([#218](https://github.com/opea-project/GenAIEval/pull/218)) (df5fd3e) - Add benchmark docker image to support getting metrics among microservices and fixed a missing package for benchmarking with Dockerfile ([#249](https://github.com/opea-project/GenAIEval/pull/249)) (dc3409f)
- Metrics
- Collect vllm latenc... | ai_ref_knowledge | OPEA Documentation | metrics. ([#218](https://github.com/opea-project/GenAIEval/pull/218)) (df5fd3e) - Add benchmark docker image to support getting metrics among microservices and fixed a missing package for benchmarking with Dockerfile ([#249](https://github.com/opea-project/GenAIEval/pull/249)) (dc3409f)
- Metrics
- Collect vllm latenc... | metrics. ([#218](https://github.com/opea-project/GenAIEval/pull/218)) (df5fd3e) - Add benchmark docker image to support getting metrics among microservices and fixed a missing package for benchmarking with Dockerfile ([#249](https://github.com/opea-project/GenAIEval/pull/249)) (dc3409f)
- Metrics
- Collect vllm latenc... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
e0f3eff5-ac23-4b8e-b45c-8ac4389858d3 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 42 | opea-semantic-v1 | 3c08864c0d1ab2f7 | LLM TextGen Bedrock Support ([#811](https://github.com/opea-project/GenAIInfra/pull/811)) (da37b9f) - codegen: Add rag pipeline and change default UI ([#985](https://github.com/opea-project/GenAIInfra/pull/985)) (46b1b6b) - dataprep/retriever: Support airgap offline environment ([#980](https://github.com/opea-project/G... | ai_ref_knowledge | OPEA Documentation | LLM TextGen Bedrock Support ([#811](https://github.com/opea-project/GenAIInfra/pull/811)) (da37b9f) - codegen: Add rag pipeline and change default UI ([#985](https://github.com/opea-project/GenAIInfra/pull/985)) (46b1b6b) - dataprep/retriever: Support airgap offline environment ([#980](https://github.com/opea-project/G... | LLM TextGen Bedrock Support ([#811](https://github.com/opea-project/GenAIInfra/pull/811)) (da37b9f) - codegen: Add rag pipeline and change default UI ([#985](https://github.com/opea-project/GenAIInfra/pull/985)) (46b1b6b) - dataprep/retriever: Support airgap offline environment ([#980](https://github.com/opea-project/G... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
e6bef147-a28d-4728-879b-83cd83d9ad7c | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 4 | opea-semantic-v1 | c24a9d466189a951 | This release introduces exciting capabilities, optimizations, and user-centric enhancements:
### Advanced Agent Capabilities
- <b>Multi-Turn Conversation</b>: Enhanced the OPEA agent framework for dynamic, context-aware dialogues. ([GenAIComps#1248](https://github.com/opea-project/GenAIComps/pull/1248))
- <b>Finance A... | ai_ref_knowledge | OPEA Documentation | This release introduces exciting capabilities, optimizations, and user-centric enhancements:
### Advanced Agent Capabilities
- <b>Multi-Turn Conversation</b>: Enhanced the OPEA agent framework for dynamic, context-aware dialogues. ([GenAIComps#1248](https://github.com/opea-project/GenAIComps/pull/1248))
- <b>Finance A... | This release introduces exciting capabilities, optimizations, and user-centric enhancements:
### Advanced Agent Capabilities
- <b>Multi-Turn Conversation</b>: Enhanced the OPEA agent framework for dynamic, context-aware dialogues. ([GenAIComps#1248](https://github.com/opea-project/GenAIComps/pull/1248))
- <b>Finance A... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
e9ce8495-edbb-4f3c-b1b8-d4c2d1c03f22 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 33 | opea-semantic-v1 | 9b8f6439f4f9ccf8 | ([#1446](https://github.com/opea-project/GenAIComps/pull/1446)) (380f95c) - Upgraded Optimum Habana version to fix security check issue ([#1571](https://github.com/opea-project/GenAIComps/pull/1571)) (83350aa) - Make llamaguard compatible with both TGI and vLLM ([#1581](https://github.com/opea-project/GenAIComps/pull/1... | ai_ref_knowledge | OPEA Documentation | ([#1446](https://github.com/opea-project/GenAIComps/pull/1446)) (380f95c) - Upgraded Optimum Habana version to fix security check issue ([#1571](https://github.com/opea-project/GenAIComps/pull/1571)) (83350aa) - Make llamaguard compatible with both TGI and vLLM ([#1581](https://github.com/opea-project/GenAIComps/pull/1... | ([#1446](https://github.com/opea-project/GenAIComps/pull/1446)) (380f95c) - Upgraded Optimum Habana version to fix security check issue ([#1571](https://github.com/opea-project/GenAIComps/pull/1571)) (83350aa) - Make llamaguard compatible with both TGI and vLLM ([#1581](https://github.com/opea-project/GenAIComps/pull/1... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
ed19ec67-6d9c-4a65-948a-188a3850da68 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 11 | opea-semantic-v1 | 4db001e85763cdd4 | ([GenAIEval#241](https://github.com/opea-project/GenAIEval/pull/241)) - <b>Model Card</b>: Added a model card generator for generating reports containing model performance and fairness metrics. ([GenAIEval#236](https://github.com/opea-project/GenAIEval/pull/236))
### Observability
- <b>OpenTelemetry Tracing</b>: Levera... | ai_ref_knowledge | OPEA Documentation | ([GenAIEval#241](https://github.com/opea-project/GenAIEval/pull/241)) - <b>Model Card</b>: Added a model card generator for generating reports containing model performance and fairness metrics. ([GenAIEval#236](https://github.com/opea-project/GenAIEval/pull/236))
### Observability
- <b>OpenTelemetry Tracing</b>: Levera... | ([GenAIEval#241](https://github.com/opea-project/GenAIEval/pull/241)) - <b>Model Card</b>: Added a model card generator for generating reports containing model performance and fairness metrics. ([GenAIEval#236](https://github.com/opea-project/GenAIEval/pull/236))
### Observability
- <b>OpenTelemetry Tracing</b>: Levera... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
ed702603-fba5-4aae-8c7c-7c9382cae69f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 5 | opea-semantic-v1 | 98c8c9c718355643 | ([GenAIComps#1248](https://github.com/opea-project/GenAIComps/pull/1248)) - <b>Finance Agent Example</b>: A financial agent [example](https://github.com/opea-project/GenAIExamples/tree/v1.3/FinanceAgent) for automating financial data aggregation and leveraging LLMs to generate insights, forecasts, and strategic recomme... | ai_ref_knowledge | OPEA Documentation | ([GenAIComps#1248](https://github.com/opea-project/GenAIComps/pull/1248)) - <b>Finance Agent Example</b>: A financial agent [example](https://github.com/opea-project/GenAIExamples/tree/v1.3/FinanceAgent) for automating financial data aggregation and leveraging LLMs to generate insights, forecasts, and strategic recomme... | ([GenAIComps#1248](https://github.com/opea-project/GenAIComps/pull/1248)) - <b>Finance Agent Example</b>: A financial agent [example](https://github.com/opea-project/GenAIExamples/tree/v1.3/FinanceAgent) for automating financial data aggregation and leveraging LLMs to generate insights, forecasts, and strategic recomme... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
ed9ed238-f30f-4a9f-967d-758e271a4558 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 50 | opea-semantic-v1 | 151f6286b28d29a8 | instead.|Open WebUI based UI for better user experience.| |[opea/chathistory-mongo-server](https://hub.docker.com/r/opea/chathistory-mongo-server)|Use [opea/chathistory-mongo](https://hub.docker.com/r/opea/chathistory-mongo) instead.| Follow the OPEA naming rules | |[opea/faqgen](https://hub.docker.com/r/opea/faqgen)|U... | ai_ref_knowledge | OPEA Documentation | instead.|Open WebUI based UI for better user experience.| |[opea/chathistory-mongo-server](https://hub.docker.com/r/opea/chathistory-mongo-server)|Use [opea/chathistory-mongo](https://hub.docker.com/r/opea/chathistory-mongo) instead.| Follow the OPEA naming rules | |[opea/faqgen](https://hub.docker.com/r/opea/faqgen)|U... | instead.|Open WebUI based UI for better user experience.| |[opea/chathistory-mongo-server](https://hub.docker.com/r/opea/chathistory-mongo-server)|Use [opea/chathistory-mongo](https://hub.docker.com/r/opea/chathistory-mongo) instead.| Follow the OPEA naming rules | |[opea/faqgen](https://hub.docker.com/r/opea/faqgen)|U... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
eebb2959-fe52-4595-9106-373ab6db536d | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 26 | opea-semantic-v1 | 22d4ff8fac21cf49 | - ChatQnA run CI with latest base image, group logs in GHA outputs. ([#1736](https://github.com/opea-project/GenAIExamples/pull/1736)) (c48cd65) <!-- - Fix Multimodal & ProductivitySuite Issue (#1820) (b80449b) -->
</details> | ai_ref_knowledge | OPEA Documentation | - ChatQnA run CI with latest base image, group logs in GHA outputs. ([#1736](https://github.com/opea-project/GenAIExamples/pull/1736)) (c48cd65) <!-- - Fix Multimodal & ProductivitySuite Issue (#1820) (b80449b) -->
</details> | - ChatQnA run CI with latest base image, group logs in GHA outputs. ([#1736](https://github.com/opea-project/GenAIExamples/pull/1736)) (c48cd65) <!-- - Fix Multimodal & ProductivitySuite Issue (#1820) (b80449b) -->
</details> | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
f41f0c1f-ce7e-4126-a0b8-0b54a00ec3d8 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 0 | opea-semantic-v1 | 8495e8bc9c000beb | # OPEA Release Notes v1.3
We are excited to announce the release of OPEA version 1.3, which includes significant contributions from the open-source community. This release addresses over 520 pull requests. | ai_ref_knowledge | OPEA Documentation | # OPEA Release Notes v1.3
We are excited to announce the release of OPEA version 1.3, which includes significant contributions from the open-source community. This release addresses over 520 pull requests. | # OPEA Release Notes v1.3
We are excited to announce the release of OPEA version 1.3, which includes significant contributions from the open-source community. This release addresses over 520 pull requests. | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
f43aa449-7e02-42d4-a146-2cc2312b585b | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 57 | opea-semantic-v1 | 97b6b92b329d3894 | The `with_memory` parameter in `agent_config` of APIs is now enabled by default (true) for enabling multi-turn conversations. Please refer to the [guide](https://github.com/opea-project/GenAIComps/blob/v1.3/comps/agent/src/README.md#15-agent-memory) for more details.|
## Updated Dependencies | ai_ref_knowledge | OPEA Documentation | The `with_memory` parameter in `agent_config` of APIs is now enabled by default (true) for enabling multi-turn conversations. Please refer to the [guide](https://github.com/opea-project/GenAIComps/blob/v1.3/comps/agent/src/README.md#15-agent-memory) for more details.|
## Updated Dependencies | The `with_memory` parameter in `agent_config` of APIs is now enabled by default (true) for enabling multi-turn conversations. Please refer to the [guide](https://github.com/opea-project/GenAIComps/blob/v1.3/comps/agent/src/README.md#15-agent-memory) for more details.|
## Updated Dependencies | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
f566addb-49ca-4ca8-910e-800c53bf95d2 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.3.md | unknown | 6b26667a-eb3d-4356-a785-e298de81a509 | 61 | opea-semantic-v1 | e94d035523f8313b | Arc™ Graphics GPU (A770) - Intel® Gaudi® Al Accelerators (2nd, 3rd) - Intel® Xeon® Scalable processor (4th, 5th, 6th) - AMD® Instinct™ MI300X Accelerators (CDNA3)
## Validated Software
- AMD® ROCm™ Software [v6.3.3](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.2/install/quick-start.html)
- Docker 28.... | ai_ref_knowledge | OPEA Documentation | Arc™ Graphics GPU (A770) - Intel® Gaudi® Al Accelerators (2nd, 3rd) - Intel® Xeon® Scalable processor (4th, 5th, 6th) - AMD® Instinct™ MI300X Accelerators (CDNA3)
## Validated Software
- AMD® ROCm™ Software [v6.3.3](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.2/install/quick-start.html)
- Docker 28.... | Arc™ Graphics GPU (A770) - Intel® Gaudi® Al Accelerators (2nd, 3rd) - Intel® Xeon® Scalable processor (4th, 5th, 6th) - AMD® Instinct™ MI300X Accelerators (CDNA3)
## Validated Software
- AMD® ROCm™ Software [v6.3.3](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.2/install/quick-start.html)
- Docker 28.... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
0dbb30bf-ec70-4a7e-a495-d138e7f6860e | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.4.md | unknown | 3dc9b5a4-0845-4945-9e5d-11fe7022899d | 4 | opea-semantic-v1 | 93d12dc9ca33192a | ### Advanced Agent Capabilities
- <b>MCP (Model Context Protocol) Support</b>: The OPEA agent now supports the MCP, allowing for standardized and more efficient integration with external data and services. ([GenAIComps#1678](https://github.com/opea-project/GenAIComps/pull/1678), [GenAIComps#1810](https://github.com/ope... | ai_ref_knowledge | OPEA Documentation | ### Advanced Agent Capabilities
- <b>MCP (Model Context Protocol) Support</b>: The OPEA agent now supports the MCP, allowing for standardized and more efficient integration with external data and services. ([GenAIComps#1678](https://github.com/opea-project/GenAIComps/pull/1678), [GenAIComps#1810](https://github.com/ope... | ### Advanced Agent Capabilities
- <b>MCP (Model Context Protocol) Support</b>: The OPEA agent now supports the MCP, allowing for standardized and more efficient integration with external data and services. ([GenAIComps#1678](https://github.com/opea-project/GenAIComps/pull/1678), [GenAIComps#1810](https://github.com/ope... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
138be08f-2285-4d84-97de-41ba7a48ecb9 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.4.md | unknown | 3dc9b5a4-0845-4945-9e5d-11fe7022899d | 2 | opea-semantic-v1 | 71968d292133d3c5 | maintained in the [opea-project organization](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/v1.4/helm-charts#readme).
## Table ... | ai_ref_knowledge | OPEA Documentation | maintained in the [opea-project organization](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/v1.4/helm-charts#readme).
## Table ... | maintained in the [opea-project organization](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/v1.4/helm-charts#readme).
## Table ... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
1fa4acf3-5379-4eea-a44e-07ed2da79234 | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.4.md | unknown | 3dc9b5a4-0845-4945-9e5d-11fe7022899d | 12 | opea-semantic-v1 | ae6bbe833bb6fc6b | ### Newly Supported Models OPEA introduces support for the following models in this release.
| Model | TGI-Gaudi | vLLM-CPU | vLLM-Gaudi | vLLM-ROCm | OVMS | Optimum-Habana | PredictionGuard | SGLANG-CPU |
| --------------------------------------------- | --------- | -------- | ---------- | --------- | -------- | -----... | ai_ref_knowledge | OPEA Documentation | ### Newly Supported Models OPEA introduces support for the following models in this release.
| Model | TGI-Gaudi | vLLM-CPU | vLLM-Gaudi | vLLM-ROCm | OVMS | Optimum-Habana | PredictionGuard | SGLANG-CPU |
| --------------------------------------------- | --------- | -------- | ---------- | --------- | -------- | -----... | ### Newly Supported Models OPEA introduces support for the following models in this release.
| Model | TGI-Gaudi | vLLM-CPU | vLLM-Gaudi | vLLM-ROCm | OVMS | Optimum-Habana | PredictionGuard | SGLANG-CPU |
| --------------------------------------------- | --------- | -------- | ---------- | --------- | -------- | -----... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
25f032e6-63ab-4b6e-91e1-2bf5651c2c1f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.4.md | unknown | 3dc9b5a4-0845-4945-9e5d-11fe7022899d | 18 | opea-semantic-v1 | ddb02078fb5a9b0d | ## Changes to Default Behavior - `CodeTrans`: The default model changed from `mistralai/Mistral-7B-Instruct-v0.3` to `Qwen/Qwen2.5-Coder-7B-Instruct` on Xeon and Gaudi.
## Validated Hardware
- Intel® Gaudi® AI Accelerators (2nd)
- Intel® Xeon® Scalable processor (3rd)
- Intel® Arc™ Graphics GPU (A770)
- AMD® EPYC™ proc... | ai_ref_knowledge | OPEA Documentation | ## Changes to Default Behavior - `CodeTrans`: The default model changed from `mistralai/Mistral-7B-Instruct-v0.3` to `Qwen/Qwen2.5-Coder-7B-Instruct` on Xeon and Gaudi.
## Validated Hardware
- Intel® Gaudi® AI Accelerators (2nd)
- Intel® Xeon® Scalable processor (3rd)
- Intel® Arc™ Graphics GPU (A770)
- AMD® EPYC™ proc... | ## Changes to Default Behavior - `CodeTrans`: The default model changed from `mistralai/Mistral-7B-Instruct-v0.3` to `Qwen/Qwen2.5-Coder-7B-Instruct` on Xeon and Gaudi.
## Validated Hardware
- Intel® Gaudi® AI Accelerators (2nd)
- Intel® Xeon® Scalable processor (3rd)
- Intel® Arc™ Graphics GPU (A770)
- AMD® EPYC™ proc... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
28e49e75-c008-48da-a968-580b162294cb | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.4.md | unknown | 3dc9b5a4-0845-4945-9e5d-11fe7022899d | 24 | opea-semantic-v1 | c97dc885ec7344d0 | to GenAI examples, components, infrastructure, evaluation, and studio. - `MariaDB`: Added ChatQnA docker-compose example on Intel Xeon using MariaDB Vector. - `openEuler`: openEuler OS support.
### Individual Contributors
For a comprehensive list of individual contributors, please refer to the [Full Changelogs](#full-c... | ai_ref_knowledge | OPEA Documentation | to GenAI examples, components, infrastructure, evaluation, and studio. - `MariaDB`: Added ChatQnA docker-compose example on Intel Xeon using MariaDB Vector. - `openEuler`: openEuler OS support.
### Individual Contributors
For a comprehensive list of individual contributors, please refer to the [Full Changelogs](#full-c... | to GenAI examples, components, infrastructure, evaluation, and studio. - `MariaDB`: Added ChatQnA docker-compose example on Intel Xeon using MariaDB Vector. - `openEuler`: openEuler OS support.
### Individual Contributors
For a comprehensive list of individual contributors, please refer to the [Full Changelogs](#full-c... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation | |
45f7c110-5bca-477b-be4a-3072333d263f | OPEA Documentation | file://datasets/opea-docs/release_notes/v1.4.md | unknown | 3dc9b5a4-0845-4945-9e5d-11fe7022899d | 7 | opea-semantic-v1 | 03c7b6ca1fdb3a8d | improved autoscaler, monitoring support, optimized resource placement via [NRI plugins](https://github.com/containers/nri-plugins), and expanded support for new models on Gaudi. ([GenAIInfra#967](https://github.com/opea-project/GenAIInfra/pull/967), [GenAIInfra#1052](https://github.com/opea-project/GenAIInfra/pull/1052... | ai_ref_knowledge | OPEA Documentation | improved autoscaler, monitoring support, optimized resource placement via [NRI plugins](https://github.com/containers/nri-plugins), and expanded support for new models on Gaudi. ([GenAIInfra#967](https://github.com/opea-project/GenAIInfra/pull/967), [GenAIInfra#1052](https://github.com/opea-project/GenAIInfra/pull/1052... | improved autoscaler, monitoring support, optimized resource placement via [NRI plugins](https://github.com/containers/nri-plugins), and expanded support for new models on Gaudi. ([GenAIInfra#967](https://github.com/opea-project/GenAIInfra/pull/967), [GenAIInfra#1052](https://github.com/opea-project/GenAIInfra/pull/1052... | opea, enterprise-ai, genai, docs, P1 | OPEA Documentation |
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