[FSTORE-1280] Tutorial about Opensearch integration with LangChain #251
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Maxxx-zh
suggested changes
Mar 20, 2024
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It's better to use get_feature_group instead of get_or_create_feature_group.
# `news_fg.embedding_index.index_name` return the index name
news_fg = fs.get_feature_group(
name="news_fg",
version=1,
)
Maxxx-zh
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Mar 20, 2024
manu-sj
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Sep 17, 2024
* [FSTORE-1081] GitHub Actions Fix (#220) Github actions * Add notebook for federated offline query (#221) Co-authored-by: Steffen Grohsschmiedt <steffen@logicalclocks.com> * Update README.md * [FSTORE-1055] Pandas 2.1.x compatibility (#225) * Upload predictor script to Resources folder (#228) * [FSTORE-1129] Tutorials Update (#224) * Minor updates to all tutorials - variable naming, etc * [FSTORE-1141] Mage-AI Tutorial (#226) * Mage Tutorial for fraud use case * [FSTORE-1160] Remove wait_for_job in all tutorials (#232) Remove wait_for_job in all tutorials * [FSTORE-1231] README for the MageAI tutorial (#233) * Update README.md * [FSTORE-1196] Neo4j tutorial (#234) Neo4j tutorial * [FSTORE-612] Update Feature Monitoring tutorial (#236) * [FSTORE-1196][APPEND] Link from README to Neo4j tutorial (#235) Link from README to Neo4j tutorial * [FSTORE-1239] Rewrite Recommendation System tutorial using new Embeddings API (#237) * Recommender example re-written with the 3.7 API containing embeddings. * [FSTORE-1239] [APPEND] - Embeddings API Explanation (#238) Embeddings API Explanation * [FSTORE-1259] Add new change notification for feature groups example notebook (#240) * Add new change notification for feature groups example notebook * [FSTORE-1196][APPEND] Neo4j tutorial fixes (#241) * neo4j tutorial fixes * [FSTORE-1262] Tutorials for similarity search (#242) * Added tutorials for similarity search for feature groups and feature views * neo4j tutorial working on serverless (#243) neo4j tutorial working on serverless * [FSTORE-1196] [APPEND] Instructions for Transformer (#244) add clarification on feature view and training data version for transformer * [FSTORE-1239] [APPEND] - Remove deprecated tensorflow-addons library (#245) * remove deprecated tensorflow-addons Co-authored-by: davitbzh <davit.bzhalava@gmail..com> * [FSTORE-1298] add requirements.txt to vector embeddings (#248) * add requirements.txt to vector embeddings. refactor knn search to allow to be run for just search --------- Co-authored-by: Jim Dowling <jim@hopsworks.ai> * [FSTORE-1186] Adding tutorial for Polars (#246) Polars Integration into Hopsworks * [FSTORE-1207] AirQuality LLM project (#250) * Function Calling & AirQuality FunctionCalling Chatbot * [FSTORE-1280] Tutorial about Opensearch integration with LangChain (#251) * add notebook * rename folder * add prerequisite step * use get_feature_group * AirQuality OpenAI API Support (#253) * notebook for saving model (#247) * [FSTORE-1107] Pyspark streaming Tutorial (#227) * Draft pyspark streaming * adding init.py for module * adding code to download libaries in hopsworks jupyter * adding topic for testing * adding notebook for creating simulated data stream * correcting imports * working base pyspark streaming * adding all pipeline pyspark streaming * updated tutorial * fixed pyspark streaming * clearning all outputs from notebooks * renaming filenames in tutorial * adding online inference pipeline instead of batch inference * pyspark streaming online inference with deployments * moving polars and pyspark streaming tutorial to integrations folder * Updating readme based on moved polars tutorials and adding Pyspark streaming into readme * AML Tutorial (#255) * use model dimension (#254) * Add a snowflake example, with snowflake as a data source to FGs in Hopsworks (#257) Co-authored-by: Jim Dowling <jim@hopsworks.ai> * [FSTORE-1186][APPEND] Adding tutorial for Polar * ChequeDetection (#260) * Feature pipeline with Snowflake as a data source (#258) * Add a snowflake example, with snowflake as a data source to FGs in Hopsworks and fix polars tutorial --------- Co-authored-by: Jim Dowling <jim@hopsworks.ai> * Cosmetic improvements and spelling errors (#256) * Data (#261) * [FSTORE-1385][APPEND] Data Loading Optimization (#262) * Data Loading Optimization * [FSTORE-1395] Update the Langchain usage in Fraud Cheque Detection (#263) * Update the Langchain usage in Fraud Cheque Detection * [FSTORE-1394] Update the Langchain usage in AirQuality (#264) * Update the Langchain usage in AirQuality * Update the date of the test questions * StrOutputParser Usage * [FSTORE-1396] Tutorials Update: Save/load XGBoost model as json file (#265) * Replace pickling xgboost models with saving them as json objects for the model registry * [FSTORE-1404] LLM PDF Tutorial (#266) * LLM PDF Search Tutorial using RAG and Fine-Tuning * [FSTORE-1408] LLM PDFs README (#267) * Readme for pdf LLMs * Update README.md Added reference to video, that you can use a private trainer model. * Update README.md Fix titles * Update README.md Nicer readme for llm-pdfs * [FSTORE-1422] Fraud Cheque Detection README (#268) * Create README.md * Update README.md * Typo * VideoLink * Update README.md Minor grammatical changes. --------- Co-authored-by: rcnnnghm <Raymond.Cunningham@gmail.com> * Add AzureSQL example (#270) * Move feature_monitoring tutorial to api_examples (#271) * [FSTORE-1437] Hospital Wait Time Tutorial (#272) * hospital waiting time forecasting tutorial * Move similarity search examples (#275) * TikTok Recommendation System (#277) --------- Co-authored-by: Maksym Zhytnikov <63515947+Maxxx-zh@users.noreply.github.com> Co-authored-by: Steffen Grohsschmiedt <gitbhub@steffeng.eu> Co-authored-by: Steffen Grohsschmiedt <steffen@logicalclocks.com> Co-authored-by: Jim Dowling <jim@logicalclocks.com> Co-authored-by: Robin Andersson <robin@hopsworks.ai> Co-authored-by: Javier de la Rúa Martínez <javier@logicalclocks.com> Co-authored-by: Marco Pellegrino <marco@hopsworks.ai> Co-authored-by: davitbzh <44586065+davitbzh@users.noreply.github.com> Co-authored-by: kennethmhc <kennethmhc@users.noreply.github.com> Co-authored-by: davitbzh <davit.bzhalava@gmail..com> Co-authored-by: Jim Dowling <jim@hopsworks.ai> Co-authored-by: Rik Van Bruggen <2995654+rvanbruggen@users.noreply.github.com> Co-authored-by: rcnnnghm <Raymond.Cunningham@gmail.com> Co-authored-by: Fabio Buso <buso.fabio@gmail.com>
manu-sj
added a commit
that referenced
this pull request
Sep 17, 2024
* [FSTORE-1081] GitHub Actions Fix (#220) Github actions * Add notebook for federated offline query (#221) Co-authored-by: Steffen Grohsschmiedt <steffen@logicalclocks.com> * Update README.md * [FSTORE-1055] Pandas 2.1.x compatibility (#225) * Upload predictor script to Resources folder (#228) * [FSTORE-1129] Tutorials Update (#224) * Minor updates to all tutorials - variable naming, etc * [FSTORE-1141] Mage-AI Tutorial (#226) * Mage Tutorial for fraud use case * [FSTORE-1160] Remove wait_for_job in all tutorials (#232) Remove wait_for_job in all tutorials * [FSTORE-1231] README for the MageAI tutorial (#233) * Update README.md * [FSTORE-1196] Neo4j tutorial (#234) Neo4j tutorial * [FSTORE-612] Update Feature Monitoring tutorial (#236) * [FSTORE-1196][APPEND] Link from README to Neo4j tutorial (#235) Link from README to Neo4j tutorial * [FSTORE-1239] Rewrite Recommendation System tutorial using new Embeddings API (#237) * Recommender example re-written with the 3.7 API containing embeddings. * [FSTORE-1239] [APPEND] - Embeddings API Explanation (#238) Embeddings API Explanation * [FSTORE-1259] Add new change notification for feature groups example notebook (#240) * Add new change notification for feature groups example notebook * [FSTORE-1196][APPEND] Neo4j tutorial fixes (#241) * neo4j tutorial fixes * [FSTORE-1262] Tutorials for similarity search (#242) * Added tutorials for similarity search for feature groups and feature views * neo4j tutorial working on serverless (#243) neo4j tutorial working on serverless * [FSTORE-1196] [APPEND] Instructions for Transformer (#244) add clarification on feature view and training data version for transformer * [FSTORE-1239] [APPEND] - Remove deprecated tensorflow-addons library (#245) * remove deprecated tensorflow-addons Co-authored-by: davitbzh <davit.bzhalava@gmail..com> * [FSTORE-1298] add requirements.txt to vector embeddings (#248) * add requirements.txt to vector embeddings. refactor knn search to allow to be run for just search --------- Co-authored-by: Jim Dowling <jim@hopsworks.ai> * [FSTORE-1186] Adding tutorial for Polars (#246) Polars Integration into Hopsworks * [FSTORE-1207] AirQuality LLM project (#250) * Function Calling & AirQuality FunctionCalling Chatbot * [FSTORE-1280] Tutorial about Opensearch integration with LangChain (#251) * add notebook * rename folder * add prerequisite step * use get_feature_group * AirQuality OpenAI API Support (#253) * notebook for saving model (#247) * [FSTORE-1107] Pyspark streaming Tutorial (#227) * Draft pyspark streaming * adding init.py for module * adding code to download libaries in hopsworks jupyter * adding topic for testing * adding notebook for creating simulated data stream * correcting imports * working base pyspark streaming * adding all pipeline pyspark streaming * updated tutorial * fixed pyspark streaming * clearning all outputs from notebooks * renaming filenames in tutorial * adding online inference pipeline instead of batch inference * pyspark streaming online inference with deployments * moving polars and pyspark streaming tutorial to integrations folder * Updating readme based on moved polars tutorials and adding Pyspark streaming into readme * AML Tutorial (#255) * use model dimension (#254) * Add a snowflake example, with snowflake as a data source to FGs in Hopsworks (#257) Co-authored-by: Jim Dowling <jim@hopsworks.ai> * [FSTORE-1186][APPEND] Adding tutorial for Polar * ChequeDetection (#260) * Feature pipeline with Snowflake as a data source (#258) * Add a snowflake example, with snowflake as a data source to FGs in Hopsworks and fix polars tutorial --------- Co-authored-by: Jim Dowling <jim@hopsworks.ai> * Cosmetic improvements and spelling errors (#256) * Data (#261) * [FSTORE-1385][APPEND] Data Loading Optimization (#262) * Data Loading Optimization * [FSTORE-1395] Update the Langchain usage in Fraud Cheque Detection (#263) * Update the Langchain usage in Fraud Cheque Detection * [FSTORE-1394] Update the Langchain usage in AirQuality (#264) * Update the Langchain usage in AirQuality * Update the date of the test questions * StrOutputParser Usage * [FSTORE-1396] Tutorials Update: Save/load XGBoost model as json file (#265) * Replace pickling xgboost models with saving them as json objects for the model registry * [FSTORE-1404] LLM PDF Tutorial (#266) * LLM PDF Search Tutorial using RAG and Fine-Tuning * [FSTORE-1408] LLM PDFs README (#267) * Readme for pdf LLMs * Update README.md Added reference to video, that you can use a private trainer model. * Update README.md Fix titles * Update README.md Nicer readme for llm-pdfs * [FSTORE-1422] Fraud Cheque Detection README (#268) * Create README.md * Update README.md * Typo * VideoLink * Update README.md Minor grammatical changes. --------- Co-authored-by: rcnnnghm <Raymond.Cunningham@gmail.com> * Add AzureSQL example (#270) * Move feature_monitoring tutorial to api_examples (#271) * [FSTORE-1437] Hospital Wait Time Tutorial (#272) * hospital waiting time forecasting tutorial * inital changes * fixing fraud online * Move similarity search examples (#275) * TikTok Recommendation System (#277) * fixing electricity training pipelines --------- Co-authored-by: Maksym Zhytnikov <63515947+Maxxx-zh@users.noreply.github.com> Co-authored-by: Steffen Grohsschmiedt <gitbhub@steffeng.eu> Co-authored-by: Steffen Grohsschmiedt <steffen@logicalclocks.com> Co-authored-by: Jim Dowling <jim@logicalclocks.com> Co-authored-by: Robin Andersson <robin@hopsworks.ai> Co-authored-by: Javier de la Rúa Martínez <javier@logicalclocks.com> Co-authored-by: Marco Pellegrino <marco@hopsworks.ai> Co-authored-by: davitbzh <44586065+davitbzh@users.noreply.github.com> Co-authored-by: kennethmhc <kennethmhc@users.noreply.github.com> Co-authored-by: davitbzh <davit.bzhalava@gmail..com> Co-authored-by: Jim Dowling <jim@hopsworks.ai> Co-authored-by: Rik Van Bruggen <2995654+rvanbruggen@users.noreply.github.com> Co-authored-by: rcnnnghm <Raymond.Cunningham@gmail.com> Co-authored-by: Fabio Buso <buso.fabio@gmail.com>
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