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templates: add RAG template for Intel Xeon Scalable Processors #18424
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baskaryan
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Merged
templates: add RAG template for Intel Xeon Scalable Processors #18424
baskaryan
merged 4 commits into
langchain-ai:master
from
lvliang-intel:rag_template_for_intel_xeon
Mar 29, 2024
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Signed-off-by: lvliang-intel <[email protected]>
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🔌: chroma
Primarily related to ChromaDB integrations
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…hain-ai#18424) **Description:** This template utilizes Chroma and TGI (Text Generation Inference) to execute RAG on the Intel Xeon Scalable Processors. It serves as a demonstration for users, illustrating the deployment of the RAG service on the Intel Xeon Scalable Processors and showcasing the resulting performance enhancements. **Issue:** None **Dependencies:** The template contains the poetry project requirements to run this template. CPU TGI batching is WIP. **Twitter handle:** None --------- Signed-off-by: lvliang-intel <[email protected]> Co-authored-by: Bagatur <[email protected]> Co-authored-by: Bagatur <[email protected]>
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**Description:** This template utilizes Chroma and TGI (Text Generation Inference) to execute RAG on the Intel Xeon Scalable Processors. It serves as a demonstration for users, illustrating the deployment of the RAG service on the Intel Xeon Scalable Processors and showcasing the resulting performance enhancements. **Issue:** None **Dependencies:** The template contains the poetry project requirements to run this template. CPU TGI batching is WIP. **Twitter handle:** None --------- Signed-off-by: lvliang-intel <[email protected]> Co-authored-by: Bagatur <[email protected]> Co-authored-by: Bagatur <[email protected]>
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Labels
🔌: chroma
Primarily related to ChromaDB integrations
🤖:enhancement
A large net-new component, integration, or chain. Use sparingly. The largest features
lgtm
PR looks good. Use to confirm that a PR is ready for merging.
Ɑ: Runnables
Related to Runnables
size:L
This PR changes 100-499 lines, ignoring generated files.
template
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Description:
This template utilizes Chroma and TGI (Text Generation Inference) to execute RAG on the Intel Xeon Scalable Processors. It serves as a demonstration for users, illustrating the deployment of the RAG service on the Intel Xeon Scalable Processors and showcasing the resulting performance enhancements.
Issue:
None
Dependencies:
The template contains the poetry project requirements to run this template.
CPU TGI batching is WIP.
Twitter handle:
None