diff --git a/f/faiss-wheel/LICENSE b/f/faiss-wheel/LICENSE new file mode 100644 index 0000000000..9c8f3ea087 --- /dev/null +++ b/f/faiss-wheel/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "{}" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright {yyyy} {name of copyright owner} + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. \ No newline at end of file diff --git a/f/faiss-wheel/app.py b/f/faiss-wheel/app.py new file mode 100644 index 0000000000..4f47a635c3 --- /dev/null +++ b/f/faiss-wheel/app.py @@ -0,0 +1,61 @@ +import faiss +import numpy as np +from sentence_transformers import SentenceTransformer + +# 1. Initialize the embedding model (converts text to 384-dimensional vectors) +print("Loading text embedding model...") +model = SentenceTransformer("all-MiniLM-L6-v2") + +# 2. Define your knowledge base / document inventory +documents = [ + "Python is a versatile programming language used for AI and web development.", + "The golden retriever puppy barked excitedly at the red ball.", + "Global stock markets experienced a minor downturn early this morning.", + "To bake a perfect chocolate cake, ensure your eggs are room temperature.", + "Machine learning models rely heavily on high-quality training datasets.", + "The local cafe serves incredible espresso and fresh croissants every day.", +] + +# 3. Generate embeddings and convert them to float32 NumPy arrays (required by FAISS) +print("Generating document embeddings...") +doc_embeddings = model.encode(documents) +doc_embeddings = np.array(doc_embeddings).astype("float32") + +# 4. Initialize the FAISS index using basic L2 (Euclidean) distance +# The 'dimension' parameter must match the output size of the embedding model (384) +dimension = doc_embeddings.shape[1] +index = faiss.IndexFlatL2(dimension) + +# 5. Populate the index with the document vectors +index.add(doc_embeddings) +print(f"Successfully indexed {index.ntotal} documents.\n") + + +# 6. Define a reusable function to search the index +def search_knowledge_base(query_text: str, top_k: int = 2): + # Encode the user's query into the exact same vector space + query_embedding = model.encode([query_text]) + query_embedding = np.array(query_embedding).astype("float32") + + # Perform the vector search + # distances: L2 distance scores (lower scores = closer match) + # indices: The corresponding numerical position of the matched item + distances, indices = index.search(query_embedding, top_k) + + print(f'🔍 Query: "{query_text}"') + print("-" * 50) + for i in range(top_k): + match_idx = indices[0][i] + distance_score = distances[0][i] + # Ignore fallback indices (-1) if top_k exceeds dataset size + if match_idx != -1: + print(f"Match #{i+1} (Distance: {distance_score:.4f}):") + print(f" -> {documents[match_idx]}") + print("\n") + + +# 7. Run real test cases showing semantic understanding (not just keyword matching) +search_knowledge_base("Tell me about software engineering or artificial intelligence", top_k=2) +search_knowledge_base("I want some delicious morning breakfast and coffee", top_k=1) +search_knowledge_base("Is the economy doing well today?", top_k=1) + diff --git a/f/faiss-wheel/build_info.json b/f/faiss-wheel/build_info.json new file mode 100644 index 0000000000..fde2abba92 --- /dev/null +++ b/f/faiss-wheel/build_info.json @@ -0,0 +1,17 @@ +{ + "maintainer": "Amir Sanjar", + "package_name": "faiss-wheel", + "github_url": "https://github.com/faiss-wheels/faiss-wheels.git", + "version": "1.9.0.post1", + "default_branch": "main", + "build_script": "faiss_cpu_1.9.0.post1_ubi_9.6.sh", + "package_dir": "f/faiss-wheel", + "docker_build": true, + "validate_build_script": true, + "use_non_root_user": false, + "wheel_build": true, + + "*": { + "build_script": "faiss_cpu_1.9.0.post1_ubi_9.6.sh" + } +} diff --git a/f/faiss-wheel/faiss_cpu_1.9.0.post1_ubi_9.6.sh b/f/faiss-wheel/faiss_cpu_1.9.0.post1_ubi_9.6.sh new file mode 100755 index 0000000000..12f705c22f --- /dev/null +++ b/f/faiss-wheel/faiss_cpu_1.9.0.post1_ubi_9.6.sh @@ -0,0 +1,74 @@ +#!/bin/bash +# ----------------------------------------------------------------------------- +# +# Package : faiss +# Version : 1.9.0-post1 +# Source repo : https://github.com/faiss-wheels/faiss-wheels +# Tested on : UBI 9.6 +# Language : C++, Python +# Ci-Check : True +# Script License : Apache License Version 2.0 +# Maintainer : Amir Sanjar +# +# Disclaimer: This script has been tested in root mode on the given +# ========== platform using the mentioned version of the package. +# It may not work as expected with newer versions of the +# package and/or distribution. In such cases, please +# contact the "Maintainer" of this script. +# + +# set -e + +PACKAGE_NAME=faiss-cpu +PACKAGE_DIR=faiss-wheels +PACKAGE_VERSION=${1:-1.9.0.post1} +PACKAGE_URL=https://github.com/faiss-wheels/faiss-wheels.git +SOURCE_ROOT="$(pwd)" + + + +echo "Installing dependencies..." +curl -O https://dl.fedoraproject.org/pub/epel/epel-release-latest-9.noarch.rpm +dnf install -y epel-release-latest-9.noarch.rpm +dnf update -y +dnf install -y \ + python3.13 python3.13-devel python3.13-pip \ + openblas-devel make gcc g++ cmake git automake autoconf + +echo "Upgrading Python tools..." +python3.13 -m pip install --upgrade setuptools wheel build uv + +git clone --recursive ${PACKAGE_URL} +cd ${PACKAGE_DIR} +echo -e "\n[tool.uv]\nenvironments = [\"python_version == '3.13'\"]" >> pyproject.toml +uv python pin 3.13 +sed -i "s/.version=.*/version='"$PACKAGE_VERSION"',/" third-party/faiss/faiss/python/setup.py +export INDEX_URL_DEVPY="https://wheels.developerfirst.ibm.com/ppc64le/linux/+simple" +sed -i '/^\[project\]/,/^$/ {s/version = "[^"]*"/version = "'"$PACKAGE_VERSION"'"/}' pyproject.toml +CP=$(python3.13 -c "import sysconfig; print(sysconfig.get_config_var('py_version_nodot'))") +uv build --wheel --config-setting wheel.py-api=cp$CP --extra-index-url $INDEX_URL_DEVPY + +if ! (python3.13 -m pip install dist/faiss_cpu-$PACKAGE_VERSION-cp$CP-abi3-linux_ppc64le.whl ); then + echo "------------------$PACKAGE_NAME:Failed to build wheel-------------------------------------" + echo "$PACKAGE_URL $PACKAGE_NAME" + echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail | Install_Fails" +fi +# Run tests +python3.13 -m pip install scipy==1.17.0 sentence-transformers --extra-index-url $INDEX_URL_DEVPY +#find test case called app.py +TEST_PATH=$(find "${SOURCE_ROOT}" -name app.py | head -1) +if [ -z "${TEST_PATH}" ]; then + echo "ERROR: test case not found" + exit 1 +fi +if ! (python3.13 $TEST_PATH); then + echo "--------------------$PACKAGE_NAME:Install_success_but_test_fails--------------------" + echo "$PACKAGE_URL $PACKAGE_NAME" + echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail | Install_success_but_test_Fails" + exit 2 +else + echo "------------------$PACKAGE_NAME:Install_&_test_both_success-------------------------" + echo "$PACKAGE_URL $PACKAGE_NAME" + echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Pass | Both_Install_and_Import_Success" + exit 0 +fi diff --git a/o/openrag/LICENSE b/o/openrag/LICENSE new file mode 100644 index 0000000000..81a3e692a7 --- /dev/null +++ b/o/openrag/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "[]" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright 2025 IBM + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/o/openrag/README.md b/o/openrag/README.md new file mode 100644 index 0000000000..f37b49f5a7 --- /dev/null +++ b/o/openrag/README.md @@ -0,0 +1,119 @@ +# openrag ppc64le Build Script + +Build and installation verification script for [openrag](https://github.com/langflow-ai/openrag) v0.5.1 on IBM Power (ppc64le), tested on UBI 10.0. + +## Prerequisites + +- A ppc64le machine (Power9 or Power10) running Linux +- Podman or Docker installed +- Internet access to: + - `registry.access.redhat.com` (UBI 10 base image — no auth required) + - `https://wheels.developerfirst.ibm.com/ppc64le/linux/+simple/` (ppc64le devpi index — no auth required) + - `https://github.com/afsanjar/openrag` (source repo — public) + +## Usage + +Clone the build-scripts repo and run the script inside a UBI 10 container, which mirrors the CI environment exactly: + +```bash +git clone https://github.com/ppc64le/build-scripts +cd build-scripts + +podman run --rm -it \ + -v $(pwd)/o/openrag/openrag_v0.5.1_ubi_10.0.sh:/build/openrag_v0.5.1_ubi_10.0.sh:z \ + registry.access.redhat.com/ubi10/ubi:10.0 \ + bash /build/openrag_v0.5.1_ubi_10.0.sh +``` + +Alternatively, run directly on a UBI 10 ppc64le host: + +```bash +bash openrag_v0.5.1_ubi_10.0.sh +``` + +## Extracting the built wheel + +The build script runs inside a `--rm` container, so the wheel is destroyed when +the container exits. To keep it, mount a host output directory: + +```bash +mkdir -p ~/openrag-dist + +podman run --rm -it \ + -v $(pwd)/o/openrag/openrag_v0.5.1_ubi_10.0.sh:/build/openrag_v0.5.1_ubi_10.0.sh:z \ + -v ~/openrag-dist:/output:z \ + registry.access.redhat.com/ubi10/ubi:10.0 \ + bash -c "bash /build/openrag_v0.5.1_ubi_10.0.sh && cp /openrag/dist/openrag-0.5.1-py3-none-any.whl /output/" + +ls ~/openrag-dist/ +# openrag-0.5.1-py3-none-any.whl +``` + +The wheel is pure Python (`py3-none-any`) — it is architecture-neutral and can +be built on any platform (Mac, x86, ppc64le) and installed on any other. + +## Expected output + +A passing run ends with: + +``` +------------------openrag:build_and_install_success---------- +openrag | https://github.com/afsanjar/openrag | 0.5.1 | "Red Hat Enterprise Linux 10.0 (Coughlan)" | GitHub | Pass | Build_and_Install_Success +``` + +## What the script does + +| Phase | Details | +|---|---| +| System deps | Installs `git`, `curl`, `gcc`, `gcc-c++`, `make`, `openblas-devel` via `dnf` | +| uv + Python | Installs [uv](https://docs.astral.sh/uv/), then fetches a standalone Python 3.13 ppc64le build via `uv python install 3.13` | +| Clone | Clones the `ppc64le-0.5.1` branch from `https://github.com/afsanjar/openrag` | +| Build | Runs `uv build --python 3.13` with the ppc64le devpi index for compatible wheels | +| Install | Creates a fresh venv at `/tmp/openrag-venv`, installs the wheel and all dependencies | +| Verify | Runs `import tui.main` against the venv Python to confirm the entry point is importable | + +## ppc64le-specific notes + +- **`python3.13` is not in UBI 10's dnf repos.** The script uses `uv python install 3.13` instead, which downloads a pre-built standalone CPython 3.13 ppc64le binary — no compilation required. + +- **ppc64le devpi index.** Several packages on PyPI have no ppc64le wheel and fail to build from source (tiktoken, grpcio, and ~30 others). The script sets `UV_EXTRA_INDEX_URL` to `https://wheels.developerfirst.ibm.com/ppc64le/linux/+simple/` which provides pre-built ppc64le wheels for all of them. + +- **Patched source branch.** The `ppc64le-0.5.1` branch on `afsanjar/openrag` carries a set of patches over the upstream `langflow-ai/openrag` `refactor-image-config` branch. The full diff is available as `ppc64le-consolidated.patch` in that branch. Key changes: + - `pyproject.toml`: pins `tiktoken<0.13.0` and `grpcio==1.80.0`; adds `[tool.uv.sources]` to pull those from the ppc64le index + - `docker-compose.yml`: replaces fixed image tags with overridable env vars (`OPENSEARCH_IMAGE`, `LANGFLOW_IMAGE`, `DASHBOARDS_IMAGE`) for ppc64le-compatible images; reduces `stop_grace_period` from 2m to 30s + - `src/tui/main.py`: replaces Alpine container chown with native `os.chown` (avoids `docker.io` pull on air-gapped hosts) + - `src/tui/managers/docling_manager.py`: pins `docling-serve==1.20.0`, adds `ray`, `kfp`, `av`, `pyarrow`, `scipy` pins, constrains `opencv-python-headless<5` and `pillow<12` on ppc64le + +## Installing the wheel directly (alternative to the tarball) + +After extracting the wheel above, you can install and run OpenRAG without the +full embedded install script. This is useful for iterative testing: + +```bash +# Copy wheel to the target Power machine +scp ~/openrag-dist/openrag-0.5.1-py3-none-any.whl root@:~/ + +# On the Power machine +uv venv --python 3.13 ~/openrag-venv +source ~/openrag-venv/bin/activate +uv pip install ~/openrag-0.5.1-py3-none-any.whl \ + --extra-index-url https://wheels.developerfirst.ibm.com/ppc64le/linux/+simple/ \ + --index-strategy unsafe-best-match +openrag +``` + +Note: the direct wheel install skips container image pulls and `.env` setup. +You still need to configure `~/.openrag/tui/.env` and start the stack manually +via the TUI. + +## Exit codes + +| Code | Meaning | +|---|---| +| `0` | Build, install, and import verification all passed | +| `1` | Clone, build, or install step failed | +| `2` | Import verification failed (package installed but not importable) | + +## Maintainer + +Kamryn Schock — kamrynschock@ibm.com diff --git a/o/openrag/build_info.json b/o/openrag/build_info.json new file mode 100644 index 0000000000..cd03e5779d --- /dev/null +++ b/o/openrag/build_info.json @@ -0,0 +1,12 @@ +{ + "package_name": "openrag", + "github_url": "https://github.com/afsanjar/openrag", + "version": "0.5.1", + "default_branch": "ppc64le-0.5.1", + "build_script": "openrag_v0.5.1_ubi_10.0.sh", + "package_dir": "o/openrag", + "maintainer": "Kamryn Schock ", + "use_non_root_user": false, + "tested_on": "UBI:10.0", + "language": "Python" +} diff --git a/o/openrag/openrag_v0.5.1_ubi_10.0.sh b/o/openrag/openrag_v0.5.1_ubi_10.0.sh new file mode 100644 index 0000000000..d92fa6bbfd --- /dev/null +++ b/o/openrag/openrag_v0.5.1_ubi_10.0.sh @@ -0,0 +1,99 @@ +#!/bin/bash -e +# ----------------------------------------------------------------------------- +# +# Package : openrag +# Version : 0.5.1 +# Source repo : https://github.com/afsanjar/openrag +# Tested on : UBI:10.0 +# Language : Python +# Ci-Check : True +# Script License: Apache License, Version 2 or later +# Maintainer : Kamryn Schock kamrynschock@ibm.com +# +# Disclaimer: This script has been tested in root mode on given +# ========== platform using the mentioned version of the package. +# It may not work as expected with newer versions of the +# package and/or distribution. In such case, please +# contact "Maintainer" of this script. +# +# ----------------------------------------------------------------------------- + +set -ex + +PACKAGE_NAME=openrag +PACKAGE_VERSION=${1:-0.5.1} +PACKAGE_URL=https://github.com/afsanjar/openrag +PACKAGE_BRANCH=ppc64le-0.5.1 +PACKAGE_DIR=openrag +OS_NAME=$(grep ^PRETTY_NAME /etc/os-release | cut -d= -f2) + +# ----------------------------------------------------------------------------- +# System dependencies +# ----------------------------------------------------------------------------- +dnf install -y \ + git curl wget \ + gcc gcc-c++ make \ + openblas-devel \ + && dnf clean all + +# Install uv (required by openrag's build system) +# uv manages its own Python 3.13 download — no system python3.13 package needed +curl -LsSf https://astral.sh/uv/install.sh | sh +export PATH="$HOME/.local/bin:$PATH" + +# Fetch Python 3.13 via uv (downloads a standalone ppc64le build) +uv python install 3.13 + +# ----------------------------------------------------------------------------- +# Clone +# ----------------------------------------------------------------------------- +if ! git clone --branch "$PACKAGE_BRANCH" --depth 1 "$PACKAGE_URL" "$PACKAGE_DIR"; then + echo "------------------$PACKAGE_NAME:clone_fails---------------------" + echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | $OS_NAME | GitHub | Fail | Clone_Fails" + exit 1 +fi + +cd "$PACKAGE_DIR" + +# ----------------------------------------------------------------------------- +# Configure ppc64le-compatible index and build the wheel +# ----------------------------------------------------------------------------- +export UV_EXTRA_INDEX_URL="https://wheels.developerfirst.ibm.com/ppc64le/linux/+simple/" +export UV_INDEX_STRATEGY="unsafe-best-match" + +# Remove lock file so uv resolves fresh against the ppc64le index +rm -f uv.lock + +if ! uv build --python 3.13; then + echo "------------------$PACKAGE_NAME:build_fails---------------------" + echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | $OS_NAME | GitHub | Fail | Build_Fails" + exit 1 +fi + +# ----------------------------------------------------------------------------- +# Install the built wheel into a venv and verify +# ----------------------------------------------------------------------------- +WHEEL=$(ls dist/${PACKAGE_NAME}-*.whl | head -1) + +uv venv --python 3.13 /tmp/openrag-venv + +if ! uv pip install --python /tmp/openrag-venv \ + --extra-index-url "https://wheels.developerfirst.ibm.com/ppc64le/linux/+simple/" \ + --index-strategy unsafe-best-match \ + "$WHEEL"; then + echo "------------------$PACKAGE_NAME:install_fails-------------------" + echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | $OS_NAME | GitHub | Fail | Install_Fails" + exit 1 +fi + +# The wheel installs modules at the top level (tui/, utils/, api/, etc.) rather +# than under an 'openrag' namespace — verify the installed entry point module loads. +if ! /tmp/openrag-venv/bin/python -c "import tui.main"; then + echo "------------------$PACKAGE_NAME:import_fails--------------------" + echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | $OS_NAME | GitHub | Fail | Import_Fails" + exit 2 +fi + +echo "------------------$PACKAGE_NAME:build_and_install_success----------" +echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | $OS_NAME | GitHub | Pass | Build_and_Install_Success" +exit 0