[doc] Add RAG Integration example #17692
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Signed-off-by: reidliu41 <reid201711@gmail.com>
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examples/online_serving/retrieval_augmented_generation_with_langchain.py
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Signed-off-by: reidliu41 <reid201711@gmail.com>
docs/source/deployment/frameworks/retrieval_augmented_generation.md
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DarkLight1337
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cc @hmellor there seems to be some indentation errors even though this PR doesn't change them |
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Those indentation errors (which should be solved) are harmless for the build. The main issue is that: requires the imports from that module to either be mocked ( |
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@hmellor yeah, seems that, thanks |
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We can add langchain and llamaindex to the dependencies to mock inside |
Signed-off-by: reidliu41 <reid201711@gmail.com>
Signed-off-by: reidliu41 <reid201711@gmail.com>
Signed-off-by: reidliu41 <reid201711@gmail.com>
still failed... |
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@DarkLight1337 maybe just simply remove it or just roll back?? |
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I prefer removing the help text if you can't get it to work, so we don't have to worry about the help text getting out of sync with the actual code |
Signed-off-by: reidliu41 <reid201711@gmail.com>
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ok, thanks |
DarkLight1337
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* [Model] Add GraniteMoeHybrid 4.0 model (vllm-project#17497) Signed-off-by: Thomas Ortner <boh@zurich.ibm.com> Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com> Co-authored-by: Thomas Ortner <boh@zurich.ibm.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> Co-authored-by: Tyler Michael Smith <tysmith@redhat.com> * [easy] Fix logspam on PiecewiseBackend errors (vllm-project#17138) Signed-off-by: rzou <zou3519@gmail.com> * [Bugfix] Fixed prompt length for random dataset (vllm-project#17408) Signed-off-by: Mikhail Podvitskii <podvitskiymichael@gmail.com> * [Doc] Update notes for H2O-VL and Gemma3 (vllm-project#17219) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Misc] Fix ScalarType float4 naming (vllm-project#17690) Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com> * Fix `dockerfilegraph` pre-commit hook (vllm-project#17698) Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> * [Bugfix] Fix triton import with local TritonPlaceholder (vllm-project#17446) Signed-off-by: Mengqing Cao <cmq0113@163.com> * [V1] Enable TPU V1 backend by default (vllm-project#17673) Signed-off-by: mgoin <mgoin64@gmail.com> * [V1][PP] Support PP for MultiprocExecutor (vllm-project#14219) Signed-off-by: jiang1.li <jiang1.li@intel.com> Signed-off-by: jiang.li <jiang1.li@intel.com> * [v1] AttentionMetadata for each layer (vllm-project#17394) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [Feat] Add deprecated=True to CLI args (vllm-project#17426) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [Docs] Use gh-file to add links to tool_calling.md (vllm-project#17709) Signed-off-by: windsonsea <haifeng.yao@daocloud.io> * [v1] Introduce KVCacheBlocks as interface between Scheduler and KVCacheManager (vllm-project#17479) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [doc] Add RAG Integration example (vllm-project#17692) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Bugfix] Fix modality limits in vision language example (vllm-project#17721) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * Make right sidebar more readable in "Supported Models" (vllm-project#17723) Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> * [TPU] Increase block size and reset block shapes (vllm-project#16458) * [Misc] Add Next Edit Prediction (NEP) datasets support in `benchmark_serving.py` (vllm-project#16839) Signed-off-by: dtransposed <damian@damian-ml-machine.europe-west3-b.c.jetbrains-grazie.internal> Signed-off-by: dtransposed <> Co-authored-by: dtransposed <damian@damian-ml-machine.europe-west3-b.c.jetbrains-grazie.internal> * [Bugfix] Fix for the condition to accept empty encoder inputs for mllama (vllm-project#17732) Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com> * [Kernel] Unified Triton kernel that doesn't distinguish between prefill + decode (vllm-project#16828) Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com> Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com> Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com> --------- Signed-off-by: Thomas Ortner <boh@zurich.ibm.com> Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com> Signed-off-by: rzou <zou3519@gmail.com> Signed-off-by: Mikhail Podvitskii <podvitskiymichael@gmail.com> Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com> Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: Mengqing Cao <cmq0113@163.com> Signed-off-by: mgoin <mgoin64@gmail.com> Signed-off-by: jiang1.li <jiang1.li@intel.com> Signed-off-by: jiang.li <jiang1.li@intel.com> Signed-off-by: Chen Zhang <zhangch99@outlook.com> Signed-off-by: Aaron Pham <contact@aarnphm.xyz> Signed-off-by: windsonsea <haifeng.yao@daocloud.io> Signed-off-by: reidliu41 <reid201711@gmail.com> Signed-off-by: dtransposed <damian@damian-ml-machine.europe-west3-b.c.jetbrains-grazie.internal> Signed-off-by: dtransposed <> Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com> Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com> Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> Co-authored-by: Stan Wozniak <77159600+s3woz@users.noreply.github.com> Co-authored-by: Thomas Ortner <boh@zurich.ibm.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> Co-authored-by: Tyler Michael Smith <tysmith@redhat.com> Co-authored-by: Richard Zou <zou3519@users.noreply.github.com> Co-authored-by: Mikhail Podvitskii <podvitskiymichael@gmail.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk> Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com> Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Co-authored-by: Mengqing Cao <cmq0113@163.com> Co-authored-by: Michael Goin <mgoin64@gmail.com> Co-authored-by: Li, Jiang <jiang1.li@intel.com> Co-authored-by: Chen Zhang <zhangch99@outlook.com> Co-authored-by: Aaron Pham <contact@aarnphm.xyz> Co-authored-by: Michael Yao <haifeng.yao@daocloud.io> Co-authored-by: Reid <61492567+reidliu41@users.noreply.github.com> Co-authored-by: reidliu41 <reid201711@gmail.com> Co-authored-by: Jevin Jiang <jevin0change@gmail.com> Co-authored-by: d.transposed <damian.bogunowicz@gmail.com> Co-authored-by: dtransposed <damian@damian-ml-machine.europe-west3-b.c.jetbrains-grazie.internal> Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com> Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com> Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
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RAG (Retrieval-Augmented Generation) enhances LLMs by retrieving relevant context from external sources,
improving factual accuracy and grounding. It's widely adopted in modern LLM applications.
This PR introduces basic RAG example using: