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zvEPpN{3c)ReJUeeRe10v-Lf)m3;Tyj|2~+3hUm-8Gw8UT3CqD2Ic_QFpvGS5iXP6( zk=i6Jh*0WzIPz87pU{pMQ_qfhEy*zr#~^dTMBP#N%&mxIHn0Up4#}o9xEzTcl-U=4 z#&ysrT(zYYW1Oz8%Z%C~{6}8YW}uSU*!Eb4Iyxp5###g`H18A!KkCno7T!+og_v~? zregO}V*cu!cUAMIK-8eC7f13-;s)CgY;5SifdXR@nhX!AF+AkTV3*rT2boEkTwd$Iec{J^-`FM_J&H{=;g+=%cPI%8 za6Tbm7jJRkK!sIk|9>DJ+4ZT0{Nx&;Z;dUfgV^Fb(Z#FRH#w;-YEkJ#Jl)jeB4&cn zOpD<@{(2U8Eml>i_t5dz%I|dC555NIow>T9|L9# zv1~ug_}*@g`G}5m9csHq=yxsQw>((_=^F)dFY2ql82qB9z`-=I(uG-p6&Fu)bt4)f zzT(-=Ee*9!S%v*H;NZ&!p|;68#@eA7%6Ypm5tnr4Ps66?TOiKBCE~f>9hL`*^dr0UfU&v zl&iZdS0rwcU2>wUZ$^YCak_G{P*~Cr`Tl_&;)VVZT^A|8lW8wsic{V46R+R+@{s>O zD!vF?^D{t6+C@0rq55rS1TZH#LDC{S12~mz<<@Ez%NVO`#27HIZ97=3_vy>sI_e(H zG#4}2wz5}WZUCRp#XKVjK22c2TYMb)kJ2M(`dj>O<1;I>3~K$R-tWNsopzXw6@Dk( i-zDe&TyX!|+Mx*B- +## Overview +Duration: 1 + +Knowledge graphs are a useful structure to use to encode information about a particular domain. They allow for explicit inspection of the data encoded and the ability to reason over the relations. However, writing a query against a knowledge graph can be more challenging than other systems given that they generally lack a natural language interface. In order to query over a knowledge graph such as the one created by Wikidata, the user must know the specialized syntax of SPARQL as well as the knowledge graph representation of the entities and relations. For example, the concept of a hospital in wikidata is represented internally as Q16917. + +In this quickstart, we will create a Snowflake service using Snowpark Container Services ( SPCS ), Snowflake's LLM service provided by their Cortex AI product and RelationalAI, a Knowledge Graph Coprocessor embedded inside of Snowflake, to allow a user to ask the following questions on a subset of Wikidata: + +- List movies directed by John Krasinski? +- Name a movie directed by Quentin Tarantino or Martin Scorsese that has De Niro as a cast member +- Which movie's director was born in the same city as one of the cast members? + + +*This work is a partial reimplementation of the [QirK: Question Answering via Intermediate Representation on Knowledge Graphs paper](https://arxiv.org/abs/2408.07494). The implementation of the paper can be found [here]('https://github.com/jlscheerer/kgqa/tree/main').* + +### What Is RelationalAI? + +RelationalAI is a cloud-native platform that enables organizations to streamline and enhance decisions with intelligence. RelationalAI extends Snowflake with native support for an expanding set of AI workloads (e.g., graph analytics, rule-based reasoning, and optimization), all within your Snowflake account, offering the same ease of use, scalability, security, and governance. + +Users can build a knowledge graph using Python and materialize it on top of their Snowflake data, which are shared with the RelationalAI app through Snowflake Streams. Insights can be written to Snowflake tables and shared across the organization. + +In our case, we will utilize RelationalAI’s Native App to construct an executable Knowledge graph over a subset of Wikidata to answer natural language queries. + +### What You’ll Learn + +- Loading data from Snowflake into RelationalAI Model +- Interact with Snowflake Container Service using User-defined Functions +- Utilize RelationalAI Python Library to execute Queires + +### To reproduce the setup using your own data, you'll learn : + +- Create a docker image and host it on Snowflake Container Service + +### What You’ll Need +- A [Snowflake](https://www.snowflake.com/) Account +- An IDE (such as [Visual Studio Code](https://code.visualstudio.com/)) +- A [Snowflake account](https://trial.snowflake.com/) with `ACCOUNTADMIN` and `KGQA_PUBLIC` access + - Role "kgqa_public" in their snowflake account, which has ownership and usage access similar to "accountadmin". Follows ths steps mentioned [here](https://docs.snowflake.com/en/user-guide/security-access-control-configure#create-a-role) to create a new role. +- Basic knowledge of using a Snowflake SQL Worksheet and Jupyter Notebook +- [Snowflake privileges on your user to install a Native Application](https://other-docs.snowflake.com/en/native-apps/consumer-installing#set-up-required-privileges) +- The [RelationalAI CLI](https://relational.ai/docs/reference/cli/) +- The [RAI KGQA Jupyter notebook](../kgqa_demo_setup/kgqa_demo_nb/kgqa_demo.ipynb) used in this quickstart +- [Docker Setup](https://docs.docker.com/desktop/install/mac-install/) + + +### What You’ll Build +- A Question Answering System on Knowledge Graphs using RelationalAI and Snowflake Cortex AI + + + + +## Installing the RelationalAI Native App +Duration: 15 + +### Getting the native application + +In the Snowflake Marketplace, search for the ‘RelationalAI' Native App and request it by clicking the 'Request' button. When your request is approved by the RelationalAI team, you'll see the RelationalAI app under 'Data Products' > 'Apps'. Click the 'Buy' button to install the app in your Snowflake account. + +![RelationaAI Native App in Snowflake Marketplace](assets/5ab50c6677b49bd1.png) + +When the installation process is complete, you'll see RelationalAI in your list of installed apps: + +![RelationaAI Native App installed](assets/9152eac248e45123.png) + +Click on the RelationalAI app to open it. The first screen prompts you to grant the necessary privileges for the app to run: + +![RelationaAI Native App privileges](assets/cdc6b23ca12419a2.png) + +The next button prompts you to activate the app: + +![RelationaAI Native App privileges](assets/e8bfeac65ff8cd86.png) + +The last screen in this sequence prompts you to launch the app, but you can skip that step. + +Congratulations! The RelationalAI app is now available in your Snowflake account. + +### Setup + +> aside negative +> +> We recommend **running each SQL cell separately** instead of using the "Run All" feature. + +#### Step 1 - Share Continuous Telemetry Data + +To receive support from RelationalAI, you must opt-in to share continuous telemetry data. Telemetry is written to your account’s active [event table](https://docs.snowflake.com/en/developer-guide/logging-tracing/logging-tracing-overview). This telemetry contains operational information such as internal system logs or engine sizes and usage data such as model attributes or obfuscated query plan information. Customer data and personally identifiable information are not included in continuous telemetry data. + +> aside positive +> +> Note that the `ACCOUNTADMIN` role is used in this guide. This role is needed only for the event-table related operations. To manage roles specific the RelationalAI Native App, see Appendix 3 at the bottom of this notebook. + +```sql +USE ROLE ACCOUNTADMIN; +``` + +##### Step 1A - Check whether active event table exists + +Use the [SHOW PARAMETERS](https://docs.snowflake.com/en/sql-reference/sql/show-parameters) command to determine if you have an active event table. + +If the `event_table` parameter is set, the command returns the name of the active event table. In that case, skip step 1B and move to step 1C. + +```sql +SHOW PARAMETERS LIKE 'event_table' in ACCOUNT; +``` + +##### Step 1B - Create event table + +An empty result indicates that no event table is set, you therefore need to create one. + +> aside positive +> +> You can customize the database, schema and table name below as needed. Default values have been provided. + +```sql +SET event_db_name = 'TELEMETRY'; +SET event_schema_name = 'PUBLIC'; +SET event_table_name = 'EVENTS'; + +-- Define additional helper variables +SET event_db_schema = $event_db_name || '.' || $event_schema_name; +SET event_db_schema_table = $event_db_name || '.' || $event_schema_name || '.' || $event_table_name; +``` + +```sql +-- Create event database, schema and table +CREATE DATABASE IF NOT EXISTS IDENTIFIER($event_db_name); +CREATE SCHEMA IF NOT EXISTS IDENTIFIER($event_db_schema); +CREATE EVENT TABLE IF NOT EXISTS IDENTIFIER($event_db_schema_table); + +ALTER ACCOUNT SET EVENT_TABLE = $event_db_schema_table; +``` + +##### Step 1C - Enable telemetry sharing with RelationalAI + +By running the next code block, you consent to and enable sharing continuous telemetry data with RelationalAI. + +```sql +ALTER APPLICATION relationalai SET SHARE_EVENTS_WITH_PROVIDER = TRUE; +``` + +#### Step 2 - Configure Compute Resources + +Dedicated [compute pools](https://docs.snowflake.com/en/developer-guide/snowpark-container-services/working-with-compute-pool) are required for users to consume the RAI service via the [relationalai Python package](https://relational.ai/docs/getting_started). These compute pools host [RAI engines](https://relational.ai/docs/native_app/components/engines), which are the compute resources that execute RAI queries. There are two engine sizes available, each corresponding to a different compute pool instance family: `HIGHMEM_X64_S` and `HIGHMEM_X64_M`. + +Engines, not compute pools, incur costs, and the required engine size depends on the workload. Users must choose a compatible compute pool when creating engines. To ensure availability, you may wish to create a compute pool for each engine size. However, you may start with only a `HIGHMEM_X64_S` compute pool and create a `HIGHMEM_X64_M` compute pool later if needed. + +> aside positive +> +> Notice how the `MAX_NODES` attribute is set to 1 by default. This is sufficient for the `rai_service_pool`, but depending on your use case, you might want to adjust it for the other compute pools. You can do this at any point in time by running the `ALTER COMPUTE POOL` command. + +> aside positive +> +> Adjusting the `AUTO_SUSPEND_SECS` parameter helps balance cost control with availability for engine provisioning. See [documentation on Cost Management](https://relational.ai/docs/native_app/cost_management) for details on how costs are accrued. + +```sql +-- Create compute pools for the RAI engines, one for each supported instance family +CREATE COMPUTE POOL IF NOT EXISTS rai_engine_pool_s + FOR APPLICATION relationalai + MIN_NODES = 1 + MAX_NODES = 1 + AUTO_RESUME = TRUE + AUTO_SUSPEND_SECS = 300 + INSTANCE_FAMILY = HIGHMEM_X64_S; + +GRANT USAGE, MONITOR ON COMPUTE POOL rai_engine_pool_s TO APPLICATION relationalai; + +CREATE COMPUTE POOL IF NOT EXISTS rai_engine_pool_m + FOR APPLICATION relationalai + MIN_NODES = 1 + MAX_NODES = 1 + AUTO_RESUME = TRUE + AUTO_SUSPEND_SECS = 300 + INSTANCE_FAMILY = HIGHMEM_X64_M; + +GRANT USAGE, MONITOR ON COMPUTE POOL rai_engine_pool_m TO APPLICATION relationalai; +``` + +#### Step 3 - Create the RAI service + +The *Grant* button under *Data Products > Apps > RelationalAI* in Snowsight runs the following SQL command to grant the necessary permissions to the app. If you haven't clicked that button yet, you can run the code here instead. It doesn't hurt to run it again if you're not sure. + +```sql +GRANT EXECUTE TASK, EXECUTE MANAGED TASK, CREATE COMPUTE POOL, CREATE WAREHOUSE ON ACCOUNT TO APPLICATION RELATIONALAI; +``` + +Now execute the following command to create the RAI service: + +```sql +CALL RELATIONALAI.APP.CREATE_SERVICE(); +``` + +Next, check the status of the service to ensure it shows `"message": "Running"` (this usually takes between 30 seconds and a couple minutes): + +```sql +CALL RELATIONALAI.APP.SERVICE_STATUS(); +``` + +> aside negative +> +> **IMPORTANT** +> While RelationalAI is in preview mode, you must upgrade the application weekly after RAI releases an updated native app. Please review the [Upgrades](https://relational.ai/docs/native_app/upgrades) section of the RelationalAI Native App documentation and subscribe to the release notes to receive notifications about new versions. + +#### Step 4 - Setting up Change Data Capture + +Streams share Snowflake data with the RAI Native App using change data capture (CDC) to capture source table and view changes once every minute. + +To enable CDC, an engine needs to be configured to be the CDC engine. + +We start by creating an engine of size `HIGHMEM_X64_S` that we call `kgqa_engine`. + +```sql +CALL RELATIONALAI.API.CREATE_ENGINE('kgqa_engine', 'rai_engine_pool_s', 'HIGHMEM_X64_S'); +``` + +Once the engine creation has finished (this can take anywhere between 1 and 5 minutes), all we need to do is set this engine to be the CDC engine. + +```sql +CALL RELATIONALAI.APP.SETUP_CDC('kgqa_engine'); +``` + +Congratulations! Your RelationalAI app is ready to use. + +#### Next Steps + +To get up and running with the RelationalAI native app, download the [Simple Start Jupyter notebook](https://relational.ai/notebooks/simple-start.ipynb) and follow the [instructions for running the notebook](https://relational.ai/docs/example_notebooks#instructions). + +For a more detailed example and more information about the RelationalAI Python library, check out the [Getting Started guide](https://relational.ai/docs/getting_started). + +Links: +- [Simple Start Notebook](https://relational.ai/notebooks/simple-start.ipynb) +- [Example Notebooks](https://relational.ai/docs/example_notebooks) +- [Docs](https://relational.ai/docs) + +### APPENDIX 1 - Suspend or drop the RAI Service and deleting all engines + +Suspending the RAI service temporarily halts operations to reduce costs without completely stopping it. Certain background tasks, continue to run while the service is suspended and may incur charges. It is also possible to drop the service completely. +The service can be resumed at any time using the `RESUME_SERVICE()` procedure. + +> aside negative +> +> Note that this task requires the `app_admin` application role. + +```sql +-- Suspend CDC +CALL RELATIONALAI.APP.SUSPEND_CDC(); + +-- Delete the engine we created: +CALL RELATIONALAI.API.DELETE_ENGINE('kgqa_engine', TRUE); +``` + +```sql +-- List the engines: +SELECT * FROM RELATIONALAI.API.ENGINES; +``` + +```sql +-- For each engine name in the output of the above `SELECT` statement (if any), +-- fill in the engine name in the following command and run it: +CALL RELATIONALAI.API.DELETE_ENGINE('', TRUE); +``` +```sql +-- Suspend the service +CALL RELATIONALAI.APP.SUSPEND_SERVICE(); +``` + +```sql +-- Drop the service +CALL RELATIONALAI.APP.DROP_SERVICE(); +``` + +### APPENDIX 2 - Resume Service and Re-create Engine + +```sql +-- Resume the service after suspending it: +CALL RELATIONALAI.APP.RESUME_SERVICE(); +``` +```sql +-- Recreate service after dropping it +CALL RELATIONALAI.APP.CREATE_SERVICE(); +``` +```sql +-- Recreate the engine if necessary: +CALL RELATIONALAI.API.CREATE_ENGINE('kgqa_engine', 'rai_engine_pool_s', 'HIGHMEM_X64_S'); + +-- Resume CDC: +CALL RELATIONALAI.APP.RESUME_CDC(); +``` + +### APPENDIX 3 - Defining a RelationalAI User Role + +- We start by creating a new role that can be granted to any users permitted to use this application. +- We then link the application's user role to this new role. Note that it is possible to create more fine-grained roles at a later stage. +- Finally, we grant `MONITOR` permissions on the role to allow users to see engine compute pools. This is needed for the relationalai Python library to manage engines. + +```sql +-- Create a role specific for accessing the app +CREATE ROLE rai_user; + +-- Link the app's user role to the created role. +GRANT APPLICATION ROLE relationalai.all_admin TO ROLE rai_user; + +-- Allow the role to see engine compute pools. +GRANT MONITOR ON COMPUTE POOL rai_engine_pool_s TO ROLE rai_user; +GRANT MONITOR ON COMPUTE POOL rai_engine_pool_m TO ROLE rai_user; +``` + +> aside positive +> +> Further information +> +> Refer to the [documentation](https://relational.ai/docs/native_app/installation) for full instructions and more details about how to use the RelationalAI Native App. + + + +## Architecture Diagram +KGQA Architecture + +Users may already have their data in Snowflake. RelationalAI runs within the user's Snowflake account, creating a graph index over the Snowflake tables. This allows a user to create a RelationalAI model in python. This model can be interpreted as an executable Knowledge Graph. When a user asks a natural language question, the system generates a RelationalAI Python query that is then executed and retrieves the relevant answers to the user. Our system is hosted on a Snowpark Container, and uses Snowflake’s Cortex AI. In summary, our solution leverages data in Snowflake tables, CortexAI to translate natural language to queries, and RelationalAI’s Native App to construct an executable Knowledge graph that answers these queries. + + + + +## Example Walkthrough +KGQA Example + + +- The end-to-end pipeline begins with a natural language question set by the end user. For instance, consider the question: “List the movies directed by John Krasinski.” The goal is to answer this question by using the information in the Wikidata Knowledge Graph. +- Our system transforms the question into a structured language called Intermediate Representation ( IR ). The IR identifies and represents the relevant entities and their relationships. We use Snowflake Cortex AI to generate the Intermediate Representation. IR’s syntax resembles first order logic: the natural language question will be translated to (m such that John Krasinski is the director of m ) : “m : director(m, ‘John Krasinski’)”. Note, this presumes there exists an entry in our dataset that contains all of the directors by name. We resolve this in the next step. +- IR represents the keywords in the framed question logically. Here the keywords are “director” and “John krasinski”. We use similarity search ( Facebook AI Similarity - FAISS ) to match these keywords to their closest equivalent entities and relationships in the underlying Wikidata Knowledge Graph. + - In this example, we retrieve the top two most similar results for each keyword. + - For each match, there is a corresponding ID, which is the Wikidata ID assigned to each property and entity. + - So here - “director” is mapped to [ “director” (P57) and “director of photography” (P344)] + - “John Krasinski” is mapped to [“John Krasinski” (Q313039) and “John Carpenter” (Q95008) ] + - Note that we began with a natural language question, and the system was able to map it to the corresponding Wikidata IDs on its own. +- The natural language question, Intermediate Representation, and similarity search results are then fed as input to Snowflake Cortex AI which outputs the RelationalAI Python query. +- This query is then directly executed on RelationalAI’s Model and the result is returned to the user. Note that everything runs securely in the user’s Snowflake account on snowpark container services. Given that at the end we are executing a query on a Knowledge Graph, the answer is guaranteed to exist in our dataset, otherwise nothing will be returned. + + + + + +## Demo Setup + +Follow the below steps to launch End-to-End Demo Setup. + + +> **_NOTE:_** User's Role permissions +> Users should have access to role "kgqa_public" in their snowflake account, which has ownership and usage access similar to "accountadmin". Follows ths steps mentioned [here](https://docs.snowflake.com/en/user-guide/security-access-control-configure#create-a-role) to create a new role. + +### SETTING THE ENVIRONMENT VARIABLES + +** is the path to the local directory where has been cloned.** + + +```sh +export SETUP_PATH="/kgqa_demo_setup/kgqa_setup" +``` + + +#### STEP 1 : Navigate to the KGQA_SETUP FOLDER +```sh +cd $SETUP_PATH +``` + +#### STEP 2 : Populate all Snowflake config parameters + +- Update the config parameters in the config file ['config.json'](../kgqa_demo_setup/kgqa_setup/config.json) +> **_NOTE:_** Anything prefixed with **temp_** can be customized by the user, along with **account and sf_login_email**. *Everything else should remain unchanged*. + +#### STEP 3 : Initializing database in Snowflake - *Copy Paste Output to SF Worksheet and Run* + +*Execute the below **sf_db_initialization** script to produce SQL File to load and populate the Database and Tables in Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ sf_db_initialization +``` + +> **_NOTE:_** To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands. + +#### STEP 4 : Image Repository Creation - *Copy Paste Output to SF Worksheet and Run* + +An Image Repository in Snowflake is a storage location where you can store and manage container images. These images are like snapshots of applications and their environments, which can be run on Snowflake's platform. + +*Execute the below **create_image_repo** script to produce SQL File to create Image Repository on Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ create_image_repo +``` + +#### STEP 5 : Push Image to Snowflake Image Repository + +*Execute the below **build_push_docker_image** script to push docker image to Snowflake's Image Repository.* + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ build_push_docker_image --option push_only=True +``` + +- push_only parameter ensures that we don't re-execute the docker commands to build a new image. We download the existing pre-built image, and push it to our Snowflake Image Repository defined in the previous step. + + +#### STEP 6 : Launch a Snowflake service - *Copy Paste Output to SF Worksheet and Run* + +*Execute the below **create_service** script to produce SQL File to create Snowflake Service ( copy-paste on Snowflake SQL Worksheet and RUN)* + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ create_service +``` +> **_NOTE:_** After running the "*CREATE SERVICE ..*" command in SF Worksheet, wait for the service to get **Status="READY"** ( takes around 3-4 minutes ) before creating the UDFs and testing them in the below Worksheet. + + +Now, we are all set to run the Demo notebook! + + + + +## Demo Notebook + +- Run the ['Notebook'](../kgqa_demo_setup/kgqa_demo_nb/kgqa_demo.ipynb) to play with our pipeline + +> **_NOTE:_** After running the 1st cell, you will be prompted to enter your Snowflake account password. Please check the top-center of the screen to enter the password. + + + +## Troubleshooting + +In case you encounter any of the following issues, please follow the recommended steps: + +1. **Server Overload Error** + If the Snowflake server becomes unresponsive and shows a 'Server overloaded' error: + - To resolve the issue, run [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) from Line that says *"DROP SERVICE IF EXISTS ;"* + + +2. **Model Unavailable Error** + The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), go to the script generated [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) and run from Line that says *"-- test the UDFs with sample inputs"* with chosen model name in your region. + + **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7]** under heading [Launch a SF Service on Custom Database](#launch-a-sf-service-on-a-custom-database). **Remember to Switch to *kgqa_docker* folder to follow them !** + + + + +## Launch a SF Service on a Custom Database + +Follow the below steps to launch End-to-End pipeline as a Service on Snowflake and interact with it. + + +### SETTING THE ENVIRONMENT VARIABLES + +** is the path to the local directory where has been cloned.** + + +```sh +export SETUP_PATH="/kgqa_demo_setup/kgqa_setup" +``` + + +### STEP 1 : Navigate to the KGQA_DOCKER FOLDER +```sh +cd /kgqa_docker/ +``` + +### STEP 2 : Populate all SF config parameters + +- Update the config parameters in the config file ['config.json'](../kgqa_demo_setup/kgqa_setup/config.json) + +> **_NOTE:_** Anything prefixed with **temp_** can be customized by the user, along with **account and sf_login_email**. *Everything else should remain unchanged*. + +### STEP 3 : Initializing database in Snowflake - *Copy Paste Output to SF Worksheet and Run* + +*Execute the below **sf_db_initialization** script to produce SQL File to load and populate the Database and Tables in Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* + +> **_NOTE:_** To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands. + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ sf_db_initialization +``` + +This step will automatically download [triplets](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/claims.csv) and [labels](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/labels.csv) files from AWS S3 Bucket and load the data in Snowflake. + + +### STEP 4 : Image Repository Creation - *Copy Paste Output to SF Worksheet and Run* + +An Image Repository in Snowflake is a storage location where you can store and manage container images. These images are like snapshots of applications and their environments, which can be run on Snowflake's platform. + +*Execute the below **create_image_repo** script to produce SQL File to create Image Repository on Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ create_image_repo +``` + + +### STEP 5 : Generate FAISS Index Files + +The Similarity Search using FAISS relies on index files to find the best matching results. These index files must be included in the container image for the search to function properly. + +*Execute the below **generate_embeddings** script to create the index files* + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ generate_embeddings --option model="e5-base-v2" +``` + +### STEP 6 : Push Image to Snowflake Image Repository + +*Execute the below **build_push_docker_image** script to push docker image to Snowflake's Image Repository.* + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ build_push_docker_image +``` + + +### STEP 7 : Launch a Snowflake service - *Copy Paste Output to SF Worksheet and Run* + +*Execute the below **create_service** script to produce SQL File to create Snowflake Service ( copy-paste on Snowflake SQL Worksheet and RUN)* + +```sh +python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ create_service +``` + +> **_NOTE:_** After running the "*CREATE SERVICE ..*" command in SF Worksheet, wait for the service to get **Status="READY"** ( takes around 3-4 minutes ) before creating the UDFs and testing them in the below Worksheet. + + + + + +## Conclusion & Resources +Duration: 1 + +Congratulations on completing the our Question and Answering on Knowledge Graphs using RelationalAI and Snowflake guide! In this Quickstart you learned + +- How to install the RelationalAI Native App from the Snowflake Marketplace +- How to build a knowledge graph on top of your Snowflake data without having to export your data from Snowflake +- How to run utilize data in your knowledge graph to answer Natural Language Questions + +### Resources +- To learn about more about RelationalAI and view full documentation, visit [https://relational.ai](https://relational.ai) +- [Snowflake Marketplace](https://app.snowflake.com/marketplace) +- More info on [Snowflake Native Apps](https://docs.snowflake.com/en/developer-guide/native-apps/native-apps-about) + +author: RelationalAI +id: question_answering_on_kg_using_relationalai_and_snowflake +summary: This is a sample Snowflake Guide +categories: Getting-Started +environments: web +status: Published +feedback link: https://github.com/Snowflake-Labs/sfguides/issues +tags: Getting Started, Data Science, GenAI, Knowledge Graphs, RelationalAI, Snowflake Cortex, Snowpark Container Services, Question Answering on Knowledge Graphs + + + +### APPENDIX + +#### A : Extra Commands for Docker - + +-- To see all images +```sh +docker images +``` + +-- To drop an image using image_id ( the *docker images* command will give the image ID ) +```sh +docker rmi -f +``` + +-- To drop an image using repository name ( the *docker images* command will give the Repository Name ) +```sh +docker rmi +``` + +-- Login to the container and run through container terminal + +```sh +docker run --platform linux/amd64 -p 8000:8000 .registry.snowflakecomputing.com//// +``` + +-- Login to the container and Run from inside the container +```sh +docker run -it .registry.snowflakecomputing.com//// /bin/bash +``` + + +#### B : SQL Commands to delete Snowflake Objects + +```sh +-- delete a compute pool from Snowflake +drop compute pool ; + +-- delete warehouse +drop warehouse ; + +-- delete database +drop database ; + +--delete service +drop service + +-- list all compute pools +drop compute pool +``` + + \ No newline at end of file From 6de67d37789b1900c67eb6fef96cfacd6f894ba1 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 26 Aug 2024 14:02:23 -0700 Subject: [PATCH 02/40] Updating the Metadata --- .../question_answering_on_kg.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 3b6a7903c..f11486dd9 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -1,5 +1,14 @@ # KGQA: Question Answering on Knowledge Graphs Using RelationalAI and Snowflake Cortex AI +author: Shivani Shrivastava, Hossein Keshavarz +id: kgqa_using_relationalai +summary: This guide shows how to use RelationalAI and Snowflake to create a system that lets a user ask and answer natural language questions on a custom knowledge graph. +categories: data-science, graph-analysis, relationalai, generativeai +environments: web +status: Published +feedback link: https://github.com/RelationalAI/QuestionAnsweringKG/issues +tags: Getting Started, Data Science, Data Engineering, Twitter + ## Overview Duration: 1 From eea1b9b773d0ebbbc6435312bd22fb0b1f813baa Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 26 Aug 2024 14:05:49 -0700 Subject: [PATCH 03/40] Updating the Metadata --- .../question_answering_on_kg.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index f11486dd9..91c0169f4 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -1,6 +1,4 @@ -# KGQA: Question Answering on Knowledge Graphs Using RelationalAI and Snowflake Cortex AI - -author: Shivani Shrivastava, Hossein Keshavarz +author: RelationalAI id: kgqa_using_relationalai summary: This guide shows how to use RelationalAI and Snowflake to create a system that lets a user ask and answer natural language questions on a custom knowledge graph. categories: data-science, graph-analysis, relationalai, generativeai @@ -9,6 +7,9 @@ status: Published feedback link: https://github.com/RelationalAI/QuestionAnsweringKG/issues tags: Getting Started, Data Science, Data Engineering, Twitter + +# KGQA: Question Answering on Knowledge Graphs Using RelationalAI and Snowflake Cortex AI + ## Overview Duration: 1 From 855b53d588f51dbcebd398fb0c1686fcc2e9332d Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 26 Aug 2024 14:09:31 -0700 Subject: [PATCH 04/40] Updating the Metadata --- .../question_answering_on_kg.md | 9 --------- 1 file changed, 9 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 91c0169f4..fb89fc5e2 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -546,15 +546,6 @@ Congratulations on completing the our Question and Answering on Knowledge Graphs - [Snowflake Marketplace](https://app.snowflake.com/marketplace) - More info on [Snowflake Native Apps](https://docs.snowflake.com/en/developer-guide/native-apps/native-apps-about) -author: RelationalAI -id: question_answering_on_kg_using_relationalai_and_snowflake -summary: This is a sample Snowflake Guide -categories: Getting-Started -environments: web -status: Published -feedback link: https://github.com/Snowflake-Labs/sfguides/issues -tags: Getting Started, Data Science, GenAI, Knowledge Graphs, RelationalAI, Snowflake Cortex, Snowpark Container Services, Question Answering on Knowledge Graphs - ### APPENDIX From 74323034c22b1637b1a861baf60c82ea28ccfc9e Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 26 Aug 2024 14:37:44 -0700 Subject: [PATCH 05/40] Updating image paths --- .../assets/kgqa_architecture.png | Bin 0 -> 350298 bytes .../assets/kgqa_example_udf.png | Bin 0 -> 212802 bytes .../question_answering_on_kg.md | 4 ++-- 3 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/assets/kgqa_architecture.png create mode 100644 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RelationalAI runs within the user's Snowflake account, creating a graph index over the Snowflake tables. This allows a user to create a RelationalAI model in python. This model can be interpreted as an executable Knowledge Graph. When a user asks a natural language question, the system generates a RelationalAI Python query that is then executed and retrieves the relevant answers to the user. Our system is hosted on a Snowpark Container, and uses Snowflake’s Cortex AI. In summary, our solution leverages data in Snowflake tables, CortexAI to translate natural language to queries, and RelationalAI’s Native App to construct an executable Knowledge graph that answers these queries. @@ -332,7 +332,7 @@ Users may already have their data in Snowflake. RelationalAI runs within the us ## Example Walkthrough -KGQA Example +KGQA Example - The end-to-end pipeline begins with a natural language question set by the end user. For instance, consider the question: “List the movies directed by John Krasinski.” The goal is to answer this question by using the information in the Wikidata Knowledge Graph. From 2eba9098da6279a920bb2d3471089b710dc5644f Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 26 Aug 2024 14:41:06 -0700 Subject: [PATCH 06/40] Updating the Metadata --- .../question_answering_on_kg.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 996c2605e..c40a85732 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -375,7 +375,7 @@ cd $SETUP_PATH #### STEP 2 : Populate all Snowflake config parameters -- Update the config parameters in the config file ['config.json'](../kgqa_demo_setup/kgqa_setup/config.json) +- Update the config parameters in the config file [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) > **_NOTE:_** Anything prefixed with **temp_** can be customized by the user, along with **account and sf_login_email**. *Everything else should remain unchanged*. #### STEP 3 : Initializing database in Snowflake - *Copy Paste Output to SF Worksheet and Run* @@ -426,7 +426,7 @@ Now, we are all set to run the Demo notebook! ## Demo Notebook -- Run the ['Notebook'](../kgqa_demo_setup/kgqa_demo_nb/kgqa_demo.ipynb) to play with our pipeline +- Run the [Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_demo_nb/kgqa_demo.ipynb) to play with our pipeline > **_NOTE:_** After running the 1st cell, you will be prompted to enter your Snowflake account password. Please check the top-center of the screen to enter the password. @@ -471,7 +471,7 @@ cd /kgqa_docker/ ### STEP 2 : Populate all SF config parameters -- Update the config parameters in the config file ['config.json'](../kgqa_demo_setup/kgqa_setup/config.json) +- Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) > **_NOTE:_** Anything prefixed with **temp_** can be customized by the user, along with **account and sf_login_email**. *Everything else should remain unchanged*. From b472b3b148290eac4e7b4cefd07e06c409cfe8e0 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 26 Aug 2024 14:42:10 -0700 Subject: [PATCH 07/40] Updating images and links --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index c40a85732..336b5c7ba 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -51,7 +51,7 @@ In our case, we will utilize RelationalAI’s Native App to construct an executa - Basic knowledge of using a Snowflake SQL Worksheet and Jupyter Notebook - [Snowflake privileges on your user to install a Native Application](https://other-docs.snowflake.com/en/native-apps/consumer-installing#set-up-required-privileges) - The [RelationalAI CLI](https://relational.ai/docs/reference/cli/) -- The [RAI KGQA Jupyter notebook](../kgqa_demo_setup/kgqa_demo_nb/kgqa_demo.ipynb) used in this quickstart +- The [RAI KGQA Jupyter notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_demo_nb/kgqa_demo.ipynb) used in this quickstart - [Docker Setup](https://docs.docker.com/desktop/install/mac-install/) From 667f3c3d24e079bd261f5560d9ccd31192cdb1ce Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 26 Aug 2024 14:43:48 -0700 Subject: [PATCH 08/40] Updating images and links --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 336b5c7ba..cfca57edd 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -375,7 +375,7 @@ cd $SETUP_PATH #### STEP 2 : Populate all Snowflake config parameters -- Update the config parameters in the config file [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) +- Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) > **_NOTE:_** Anything prefixed with **temp_** can be customized by the user, along with **account and sf_login_email**. *Everything else should remain unchanged*. #### STEP 3 : Initializing database in Snowflake - *Copy Paste Output to SF Worksheet and Run* From 3427a3ca95ec46c7df2ed4fb111cfbc7ea23f66f Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Wed, 28 Aug 2024 08:54:14 -0700 Subject: [PATCH 09/40] Adding new line --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index cfca57edd..5bf9b6cf8 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -355,7 +355,7 @@ Users may already have their data in Snowflake. RelationalAI runs within the us Follow the below steps to launch End-to-End Demo Setup. -> **_NOTE:_** User's Role permissions +> **_NOTE:_** User's Role permissions
> Users should have access to role "kgqa_public" in their snowflake account, which has ownership and usage access similar to "accountadmin". Follows ths steps mentioned [here](https://docs.snowflake.com/en/user-guide/security-access-control-configure#create-a-role) to create a new role. ### SETTING THE ENVIRONMENT VARIABLES From 9535d45b6521f9314258359f3cbb2cceeb1d7abe Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Wed, 28 Aug 2024 09:08:51 -0700 Subject: [PATCH 10/40] Updating Link --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 5bf9b6cf8..77d35ce4a 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -23,7 +23,7 @@ In this quickstart, we will create a Snowflake service using Snowpark Container - Which movie's director was born in the same city as one of the cast members? -*This work is a partial reimplementation of the [QirK: Question Answering via Intermediate Representation on Knowledge Graphs paper](https://arxiv.org/abs/2408.07494). The implementation of the paper can be found [here]('https://github.com/jlscheerer/kgqa/tree/main').* +*This work is a partial reimplementation of the [QirK: Question Answering via Intermediate Representation on Knowledge Graphs paper](https://arxiv.org/abs/2408.07494). The implementation of the paper can be found [here](https://github.com/jlscheerer/kgqa/tree/main).* ### What Is RelationalAI? From 2d8b50d0a4b87ed97a8d036bd57ca1fc93c4e6dc Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Wed, 28 Aug 2024 09:16:41 -0700 Subject: [PATCH 11/40] Updating S3 Link --- .../question_answering_on_kg.md | 1 + 1 file changed, 1 insertion(+) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 77d35ce4a..43fe8a20b 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -385,6 +385,7 @@ cd $SETUP_PATH ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ sf_db_initialization ``` +This step will automatically download [triplets](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/claims.csv) and [labels](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/labels.csv) files from AWS S3 Bucket and load the data in Snowflake. > **_NOTE:_** To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands. 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zblih#`9;Ef_qq)fg2gw3`o0~W-hrD$7m1q-=E_I*dD>SS&PmZ;}6H@`%M<4tujY&g!Bm{Jb{Qi99PfXxJk}D*Heldwk z_T}5)5cN}-9a)hNltZ10vk=rmd}|C)L7=`J8@|P%zcb0CJyg6_E&lrEECnTln4ysL z()tYrzM3D7EL+T5TrJLr;$*iU9#f4eN?Z$^m^e%$-(DaeJ`L>X7@7cbxmA{G*`1Xe zpo7WB`SAr2)8Kf)GyE%s@eSjJ&a0E>xoFX>!${hed`7uuc){%Z$={O3@+Mbz;nAe> zdsp>QEnC}rN>!BWWbkA=pccnQr*I;_-Uas`ZDS+hOz?@sB+z4f04*Zzv&k~!qu+B` zde2m1e92UY(W`2Flj@qxsl5I(@Px(kG3c@Dxja<3~Lu=^zp8elbf8 zRa(OHgV65uu9y>a%StGlQG^=U^v0~3ds?rT%e;cRLz>pgT4Oe#htLY&@aEGfQTR`p zWJn|b+DHC*utyB@Mz(1XMqmv$j4leedP>*6C#U4AaeW@r-jSJ}$LYGO4RZp$On7=8 zP5L+(v!?(Pr{602F-~W(-6Vayq9L;}(6ZLF}%$tL0ms*!fes>FOAfq# is the path to the local directory where has been cloned.** +**Here, is the path to the local directory where has been cloned.** ```sh @@ -376,11 +380,13 @@ cd $SETUP_PATH #### STEP 2 : Populate all Snowflake config parameters - Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) -> **_NOTE:_** Anything prefixed with **temp_** can be customized by the user, along with **account and sf_login_email**. *Everything else should remain unchanged*. +> **_NOTE:_** Anything prefixed with 'temp_' can be customized by the user, along with Snowflake 'account' and 'sf_login_email'. + +**Everything else should remain unchanged.** #### STEP 3 : Initializing database in Snowflake - *Copy Paste Output to SF Worksheet and Run* -*Execute the below **sf_db_initialization** script to produce SQL File to load and populate the Database and Tables in Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* +*Execute the below sf_db_initialization script to produce SQL File to load and populate the Database and Tables in Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ sf_db_initialization @@ -393,7 +399,7 @@ This step will automatically download [triplets](https://kgqa-wikidata.s3.us-eas An Image Repository in Snowflake is a storage location where you can store and manage container images. These images are like snapshots of applications and their environments, which can be run on Snowflake's platform. -*Execute the below **create_image_repo** script to produce SQL File to create Image Repository on Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* +*Execute the below create_image_repo script to produce SQL File to create Image Repository on Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ create_image_repo @@ -401,7 +407,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU #### STEP 5 : Push Image to Snowflake Image Repository -*Execute the below **build_push_docker_image** script to push docker image to Snowflake's Image Repository.* +*Execute the below build_push_docker_image script to push docker image to Snowflake's Image Repository.* ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ build_push_docker_image --option push_only=True @@ -412,7 +418,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU #### STEP 6 : Launch a Snowflake service - *Copy Paste Output to SF Worksheet and Run* -*Execute the below **create_service** script to produce SQL File to create Snowflake Service ( copy-paste on Snowflake SQL Worksheet and RUN)* +*Execute the below create_service script to produce SQL File to create Snowflake Service ( copy-paste on Snowflake SQL Worksheet and RUN)* ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ create_service @@ -431,21 +437,7 @@ Now, we are all set to run the Demo notebook! > **_NOTE:_** After running the 1st cell, you will be prompted to enter your Snowflake account password. Please check the top-center of the screen to enter the password. - - -## Troubleshooting - -In case you encounter any of the following issues, please follow the recommended steps: - -1. **Server Overload Error** - If the Snowflake server becomes unresponsive and shows a 'Server overloaded' error: - - To resolve the issue, run [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) from Line that says *"DROP SERVICE IF EXISTS ;"* - - -2. **Model Unavailable Error** - The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), go to the script generated [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) and run from Line that says *"-- test the UDFs with sample inputs"* with chosen model name in your region. - - **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7]** under heading [Launch a SF Service on Custom Database](#launch-a-sf-service-on-a-custom-database). **Remember to Switch to *kgqa_docker* folder to follow them !** +KGQA Example @@ -457,7 +449,7 @@ Follow the below steps to launch End-to-End pipeline as a Service on Snowflake a ### SETTING THE ENVIRONMENT VARIABLES -** is the path to the local directory where has been cloned.** +**Here, is the path to the local directory where has been cloned.** ```sh @@ -474,11 +466,13 @@ cd /kgqa_docker/ - Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) -> **_NOTE:_** Anything prefixed with **temp_** can be customized by the user, along with **account and sf_login_email**. *Everything else should remain unchanged*. +> **_NOTE:_** Anything prefixed with 'temp_' can be customized by the user, along with Snowflake 'account' and 'sf_login_email'. + +**Everything else should remain unchanged.** ### STEP 3 : Initializing database in Snowflake - *Copy Paste Output to SF Worksheet and Run* -*Execute the below **sf_db_initialization** script to produce SQL File to load and populate the Database and Tables in Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* +*Execute the below sf_db_initialization script to produce SQL File to load and populate the Database and Tables in Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* > **_NOTE:_** To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands. @@ -493,7 +487,7 @@ This step will automatically download [triplets](https://kgqa-wikidata.s3.us-eas An Image Repository in Snowflake is a storage location where you can store and manage container images. These images are like snapshots of applications and their environments, which can be run on Snowflake's platform. -*Execute the below **create_image_repo** script to produce SQL File to create Image Repository on Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* +*Execute the below create_image_repo script to produce SQL File to create Image Repository on Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ create_image_repo @@ -504,7 +498,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU The Similarity Search using FAISS relies on index files to find the best matching results. These index files must be included in the container image for the search to function properly. -*Execute the below **generate_embeddings** script to create the index files* +*Execute the below generate_embeddings script to create the index files* ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ generate_embeddings --option model="e5-base-v2" @@ -512,7 +506,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU ### STEP 6 : Push Image to Snowflake Image Repository -*Execute the below **build_push_docker_image** script to push docker image to Snowflake's Image Repository.* +*Execute the below build_push_docker_image script to push docker image to Snowflake's Image Repository.* ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ build_push_docker_image @@ -521,7 +515,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU ### STEP 7 : Launch a Snowflake service - *Copy Paste Output to SF Worksheet and Run* -*Execute the below **create_service** script to produce SQL File to create Snowflake Service ( copy-paste on Snowflake SQL Worksheet and RUN)* +*Execute the below create_service script to produce SQL File to create Snowflake Service ( copy-paste on Snowflake SQL Worksheet and RUN)* ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ create_service @@ -532,6 +526,22 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU +## Troubleshooting + +In case you encounter any of the following issues, please follow the recommended steps: + +1. **Server Overload Error** + If the Snowflake server becomes unresponsive and shows a 'Server overloaded' error: + - To resolve the issue, run [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) from Line that says *"DROP SERVICE IF EXISTS ;"* + + +2. **Model Unavailable Error** + The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), go to the script generated [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) and run from Line that says *"-- test the UDFs with sample inputs"* with chosen model name in your region. + + **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7]** under heading [Launch a SF Service on Custom Database](#launch-a-sf-service-on-a-custom-database). **Remember to Switch to *kgqa_docker* folder to follow them, because that is where the Dockerfile is stored !** + + + ## Conclusion & Resources Duration: 1 From 996e6cc9e60d269291ba06d5d3cf9cb403d764a0 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Wed, 28 Aug 2024 16:23:57 -0700 Subject: [PATCH 13/40] Updating Image --- .../question_answering_on_kg.md | 28 ++++++++----------- 1 file changed, 12 insertions(+), 16 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 13e80478b..0191da824 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -34,13 +34,9 @@ Users can build a knowledge graph using Python and materialize it on top of thei In our case, we will utilize RelationalAI’s Native App to construct an executable Knowledge graph over a subset of Wikidata to answer natural language queries. ### What You’ll Learn - - Loading data from Snowflake into RelationalAI Model - Interact with Snowflake Container Service using User-defined Functions - Utilize RelationalAI Python Library to execute Queires - -### To reproduce the setup using your own data, you'll learn : - - Create a docker image and host it on Snowflake Container Service ### What You’ll Need @@ -358,15 +354,13 @@ Note that everything runs securely in the user’s Snowflake account on snowpar Follow the below steps to launch End-to-End Demo Setup. - > **_NOTE:_** User's Role permissions
> Users should have access to role "kgqa_public" in their snowflake account, which has ownership and usage access similar to "accountadmin". Follows ths steps mentioned [here](https://docs.snowflake.com/en/user-guide/security-access-control-configure#create-a-role) to create a new role. -### SETTING THE ENVIRONMENT VARIABLES +#### SETTING THE ENVIRONMENT VARIABLES **Here, is the path to the local directory where has been cloned.** - ```sh export SETUP_PATH="/kgqa_demo_setup/kgqa_setup" ``` @@ -380,6 +374,7 @@ cd $SETUP_PATH #### STEP 2 : Populate all Snowflake config parameters - Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) + > **_NOTE:_** Anything prefixed with 'temp_' can be customized by the user, along with Snowflake 'account' and 'sf_login_email'. **Everything else should remain unchanged.** @@ -391,6 +386,7 @@ cd $SETUP_PATH ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ sf_db_initialization ``` + This step will automatically download [triplets](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/claims.csv) and [labels](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/labels.csv) files from AWS S3 Bucket and load the data in Snowflake. > **_NOTE:_** To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands. @@ -447,7 +443,7 @@ Now, we are all set to run the Demo notebook! Follow the below steps to launch End-to-End pipeline as a Service on Snowflake and interact with it. -### SETTING THE ENVIRONMENT VARIABLES +#### SETTING THE ENVIRONMENT VARIABLES **Here, is the path to the local directory where has been cloned.** @@ -457,12 +453,12 @@ export SETUP_PATH="/kgqa_demo_setup/kgqa_setup" ``` -### STEP 1 : Navigate to the KGQA_DOCKER FOLDER +#### STEP 1 : Navigate to the KGQA_DOCKER FOLDER ```sh cd /kgqa_docker/ ``` -### STEP 2 : Populate all SF config parameters +#### STEP 2 : Populate all SF config parameters - Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) @@ -470,7 +466,7 @@ cd /kgqa_docker/ **Everything else should remain unchanged.** -### STEP 3 : Initializing database in Snowflake - *Copy Paste Output to SF Worksheet and Run* +#### STEP 3 : Initializing database in Snowflake - *Copy Paste Output to SF Worksheet and Run* *Execute the below sf_db_initialization script to produce SQL File to load and populate the Database and Tables in Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* @@ -483,7 +479,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU This step will automatically download [triplets](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/claims.csv) and [labels](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/labels.csv) files from AWS S3 Bucket and load the data in Snowflake. -### STEP 4 : Image Repository Creation - *Copy Paste Output to SF Worksheet and Run* +#### STEP 4 : Image Repository Creation - *Copy Paste Output to SF Worksheet and Run* An Image Repository in Snowflake is a storage location where you can store and manage container images. These images are like snapshots of applications and their environments, which can be run on Snowflake's platform. @@ -494,7 +490,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU ``` -### STEP 5 : Generate FAISS Index Files +#### STEP 5 : Generate FAISS Index Files The Similarity Search using FAISS relies on index files to find the best matching results. These index files must be included in the container image for the search to function properly. @@ -504,7 +500,7 @@ The Similarity Search using FAISS relies on index files to find the best matchin python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ generate_embeddings --option model="e5-base-v2" ``` -### STEP 6 : Push Image to Snowflake Image Repository +#### STEP 6 : Push Image to Snowflake Image Repository *Execute the below build_push_docker_image script to push docker image to Snowflake's Image Repository.* @@ -513,7 +509,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU ``` -### STEP 7 : Launch a Snowflake service - *Copy Paste Output to SF Worksheet and Run* +#### STEP 7 : Launch a Snowflake service - *Copy Paste Output to SF Worksheet and Run* *Execute the below create_service script to produce SQL File to create Snowflake Service ( copy-paste on Snowflake SQL Worksheet and RUN)* @@ -536,7 +532,7 @@ In case you encounter any of the following issues, please follow the recommended 2. **Model Unavailable Error** - The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), go to the script generated [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) and run from Line that says *"-- test the UDFs with sample inputs"* with chosen model name in your region. + The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), go to the script generated [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) and run from Line that says *"-- test the UDFs with sample inputs"* with chosen model name in your region.

**2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7]** under heading [Launch a SF Service on Custom Database](#launch-a-sf-service-on-a-custom-database). **Remember to Switch to *kgqa_docker* folder to follow them, because that is where the Dockerfile is stored !** From 9328a23f8a1f776ee019219b0685c81af8c80365 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Thu, 29 Aug 2024 10:58:47 -0700 Subject: [PATCH 14/40] Updating Format for Bullet Points --- .../question_answering_on_kg.md | 23 ++++++++++--------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 0191da824..046162f28 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -22,7 +22,6 @@ In this quickstart, we will create a Snowflake service using Snowpark Container - Name a movie directed by Quentin Tarantino or Martin Scorsese that has De Niro as a cast member - Which movie's director was born in the same city as one of the cast members? - *This work is a partial reimplementation of the [QirK: Question Answering via Intermediate Representation on Knowledge Graphs paper](https://arxiv.org/abs/2408.07494). The implementation of the paper can be found [here](https://github.com/jlscheerer/kgqa/tree/main).* ### What Is RelationalAI? @@ -33,13 +32,16 @@ Users can build a knowledge graph using Python and materialize it on top of thei In our case, we will utilize RelationalAI’s Native App to construct an executable Knowledge graph over a subset of Wikidata to answer natural language queries. -### What You’ll Learn + +### What You will Learn + - Loading data from Snowflake into RelationalAI Model -- Interact with Snowflake Container Service using User-defined Functions -- Utilize RelationalAI Python Library to execute Queires -- Create a docker image and host it on Snowflake Container Service +- Interact with Snowpark Container Service using External Functions +- Utilize RelationalAI Python Library to execute queries +- Create a docker image and host it on Snowpark Container Service + -### What You’ll Need +### What You will Need - A [Snowflake](https://www.snowflake.com/) Account - An IDE (such as [Visual Studio Code](https://code.visualstudio.com/)) - A [Snowflake account](https://trial.snowflake.com/) with `ACCOUNTADMIN` and `KGQA_PUBLIC` access @@ -51,7 +53,7 @@ In our case, we will utilize RelationalAI’s Native App to construct an executa - [Docker Setup](https://docs.docker.com/desktop/install/mac-install/) -### What You’ll Build +### What You will Build - A Question Answering System on Knowledge Graphs using RelationalAI and Snowflake Cortex AI @@ -470,15 +472,14 @@ cd /kgqa_docker/ *Execute the below sf_db_initialization script to produce SQL File to load and populate the Database and Tables in Snowflake ( copy-paste on Snowflake SQL Worksheet and Run)* -> **_NOTE:_** To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands. +> **_NOTE:_** +- To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands.
+- You may already have your custom data in Snowflake, as outlined in the [DB File](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/kgqa_demo_setup/kgqa_setup/sf_db_initialization.py). The setup requires four tables. For the schema details, refer to the "CREATE OR REPLACE TABLE..." commands in the file. ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ sf_db_initialization ``` -This step will automatically download [triplets](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/claims.csv) and [labels](https://kgqa-wikidata.s3.us-east-2.amazonaws.com/wiki_sample_snapshot/labels.csv) files from AWS S3 Bucket and load the data in Snowflake. - - #### STEP 4 : Image Repository Creation - *Copy Paste Output to SF Worksheet and Run* An Image Repository in Snowflake is a storage location where you can store and manage container images. These images are like snapshots of applications and their environments, which can be run on Snowflake's platform. From 9947cb645642d01f4ce7c1652dca3922809b4da0 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Thu, 29 Aug 2024 11:54:23 -0700 Subject: [PATCH 15/40] Updating Cross-Linking references --- .../question_answering_on_kg.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 046162f28..e56bdc8d6 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -529,13 +529,14 @@ In case you encounter any of the following issues, please follow the recommended 1. **Server Overload Error** If the Snowflake server becomes unresponsive and shows a 'Server overloaded' error: - - To resolve the issue, run [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) from Line that says *"DROP SERVICE IF EXISTS ;"* + - To resolve the issue, run the script generated from **[Step 6 - Launch a Snowflake Service] under heading Demo Setup** from Line that says *"DROP SERVICE IF EXISTS..."* 2. **Model Unavailable Error** - The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), go to the script generated [Step 6](#step-6--launch-a-snowflake-service---copy-paste-output-to-sf-worksheet-and-run) and run from Line that says *"-- test the UDFs with sample inputs"* with chosen model name in your region.

+ The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), run the script generated **[Step 6 - Launch a Snowflake Service] under heading Demo Setup** from Line that says *"-- test the UDFs with sample inputs"* with chosen model name, available in your region.

- **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7]** under heading [Launch a SF Service on Custom Database](#launch-a-sf-service-on-a-custom-database). **Remember to Switch to *kgqa_docker* folder to follow them, because that is where the Dockerfile is stored !** + **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7] under heading [Launch a SF Service on Custom Database]**.
+ - **Remember to Switch to *kgqa_docker* folder to follow them, because that is where the Dockerfile is stored !** From 1bb5fe07858a560c9f7a0ec4214c4037591f6960 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Thu, 29 Aug 2024 15:04:00 -0700 Subject: [PATCH 16/40] Updating duration for each step --- .../question_answering_on_kg.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index e56bdc8d6..406b4776b 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -330,6 +330,8 @@ Users may already have their data in Snowflake. RelationalAI runs within the us ## Example Walkthrough +Duration: 2 + KGQA Example @@ -353,6 +355,7 @@ Note that everything runs securely in the user’s Snowflake account on snowpar ## Demo Setup +Duration: 25 Follow the below steps to launch End-to-End Demo Setup. @@ -430,6 +433,7 @@ Now, we are all set to run the Demo notebook! ## Demo Notebook +Duration: 5 - Run the [Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_demo_nb/kgqa_demo.ipynb) to play with our pipeline @@ -441,6 +445,7 @@ Now, we are all set to run the Demo notebook! ## Launch a SF Service on a Custom Database +Duration: 25 Follow the below steps to launch End-to-End pipeline as a Service on Snowflake and interact with it. @@ -524,6 +529,7 @@ python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETU ## Troubleshooting +Duration: 1 In case you encounter any of the following issues, please follow the recommended steps: From 3d7eb224ef6a0418c56282a961ca77a1900151ad Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 11:39:13 -0500 Subject: [PATCH 17/40] Updating Troubleshooting instructions --- .../question_answering_on_kg.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 406b4776b..42e945e01 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -535,14 +535,14 @@ In case you encounter any of the following issues, please follow the recommended 1. **Server Overload Error** If the Snowflake server becomes unresponsive and shows a 'Server overloaded' error: - - To resolve the issue, run the script generated from **[Step 6 - Launch a Snowflake Service] under heading Demo Setup** from Line that says *"DROP SERVICE IF EXISTS..."* + - To resolve the issue, run the script generated from **[Step 6 - Launch a Snowflake Service]** under heading **Demo Setup** from Line that says *"DROP SERVICE IF EXISTS..."* 2. **Model Unavailable Error** - The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), run the script generated **[Step 6 - Launch a Snowflake Service] under heading Demo Setup** from Line that says *"-- test the UDFs with sample inputs"* with chosen model name, available in your region.

+ The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), run the script generated **[Step 6 - Launch a Snowflake Service]** under heading **Demo Setup** from Line that says *"-- test the UDFs with sample inputs"* with chosen model name, available in your region.

- **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7] under heading [Launch a SF Service on Custom Database]**.
- - **Remember to Switch to *kgqa_docker* folder to follow them, because that is where the Dockerfile is stored !** + **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7]** under heading **[Launch a SF Service on Custom Database]**.
+ - **Since the Dockerfile is present inside *kgqa_docker* folder, remember to Switch to *kgqa_docker* folder to follow them.** From a09d4b8863ff527ce7923019c7fd8fe7b2fda0f6 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 17:01:00 -0500 Subject: [PATCH 18/40] Updating Instructions --- .../question_answering_on_kg.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 42e945e01..077e5eed1 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -76,11 +76,11 @@ Click on the RelationalAI app to open it. The first screen prompts you to grant ![RelationaAI Native App privileges](assets/cdc6b23ca12419a2.png) -The next button prompts you to activate the app: +The *Activate* button prompts you to activate the app: ![RelationaAI Native App privileges](assets/e8bfeac65ff8cd86.png) -The last screen in this sequence prompts you to launch the app, but you can skip that step. +Navigate back to the Data Products > Apps page and wait for the spinner in the INSTALLED column to stop running. When it’s done you’ll see “1 minute ago” in that column. Congratulations! The RelationalAI app is now available in your Snowflake account. @@ -209,7 +209,7 @@ CALL RELATIONALAI.APP.SERVICE_STATUS(); > **IMPORTANT** > While RelationalAI is in preview mode, you must upgrade the application weekly after RAI releases an updated native app. Please review the [Upgrades](https://relational.ai/docs/native_app/upgrades) section of the RelationalAI Native App documentation and subscribe to the release notes to receive notifications about new versions. -#### Step 4 - Setting up Change Data Capture +#### Step 3 - Setting up Change Data Capture Streams share Snowflake data with the RAI Native App using change data capture (CDC) to capture source table and view changes once every minute. @@ -367,7 +367,7 @@ Follow the below steps to launch End-to-End Demo Setup. **Here, is the path to the local directory where has been cloned.** ```sh -export SETUP_PATH="/kgqa_demo_setup/kgqa_setup" +export SETUP_PATH="/KGQA_DEMO/kgqa_demo_setup" ``` @@ -378,7 +378,7 @@ cd $SETUP_PATH #### STEP 2 : Populate all Snowflake config parameters -- Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_setup/config.json) +- Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json) > **_NOTE:_** Anything prefixed with 'temp_' can be customized by the user, along with Snowflake 'account' and 'sf_login_email'. @@ -435,7 +435,7 @@ Now, we are all set to run the Demo notebook! ## Demo Notebook Duration: 5 -- Run the [Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/dev_v1/kgqa_demo_setup/kgqa_demo_nb/kgqa_demo.ipynb) to play with our pipeline +- Run the [Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) to play with our pipeline > **_NOTE:_** After running the 1st cell, you will be prompted to enter your Snowflake account password. Please check the top-center of the screen to enter the password. @@ -456,7 +456,7 @@ Follow the below steps to launch End-to-End pipeline as a Service on Snowflake a ```sh -export SETUP_PATH="/kgqa_demo_setup/kgqa_setup" +export SETUP_PATH="/KGQA_DEMO/kgqa_demo_setup" ``` @@ -479,7 +479,7 @@ cd /kgqa_docker/ > **_NOTE:_** - To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands.
-- You may already have your custom data in Snowflake, as outlined in the [DB File](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/kgqa_demo_setup/kgqa_setup/sf_db_initialization.py). The setup requires four tables. For the schema details, refer to the "CREATE OR REPLACE TABLE..." commands in the file. +- You may already have your custom data in Snowflake, as outlined in the [DB Initialization File](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/sf_db_initialization.py). The setup requires four tables. For the schema details, refer to the "CREATE OR REPLACE TABLE..." commands in the file. ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ sf_db_initialization From 1e13275ca70b71c96b391131c8c4c0057bf4de27 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 17:28:02 -0500 Subject: [PATCH 19/40] Syncing RelAI Installation with Official Documentation --- .../question_answering_on_kg.md | 347 +++++++++++------- 1 file changed, 217 insertions(+), 130 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 077e5eed1..4c8a59e36 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -88,229 +88,316 @@ Congratulations! The RelationalAI app is now available in your Snowflake account > aside negative > -> We recommend **running each SQL cell separately** instead of using the "Run All" feature. +> Go to https://app.snowflake.com and select + Create Projects > Notebook > Click on "+ Notebook" to create a new notebook +> We recommend **running each cell separately** instead of using the "Run All" feature. #### Step 1 - Share Continuous Telemetry Data To receive support from RelationalAI, you must opt-in to share continuous telemetry data. Telemetry is written to your account’s active [event table](https://docs.snowflake.com/en/developer-guide/logging-tracing/logging-tracing-overview). This telemetry contains operational information such as internal system logs or engine sizes and usage data such as model attributes or obfuscated query plan information. Customer data and personally identifiable information are not included in continuous telemetry data. + > aside positive > -> Note that the `ACCOUNTADMIN` role is used in this guide. This role is needed only for the event-table related operations. To manage roles specific the RelationalAI Native App, see Appendix 3 at the bottom of this notebook. +> Note that the `ACCOUNTADMIN` role is used in this guide. This role is needed only for the event-table related operations in Step 1 and the network rule in Step 4. To manage roles specific the RelationalAI Native App, see Appendix 3 at the bottom of this notebook. ```sql USE ROLE ACCOUNTADMIN; ``` -##### Step 1A - Check whether active event table exists +##### Step 1A - Set Up an Event Table -Use the [SHOW PARAMETERS](https://docs.snowflake.com/en/sql-reference/sql/show-parameters) command to determine if you have an active event table. +The following code block checks whether you have an event table already set up on your account. If you don't have one, it will set one up for you. -If the `event_table` parameter is set, the command returns the name of the active event table. In that case, skip step 1B and move to step 1C. -```sql -SHOW PARAMETERS LIKE 'event_table' in ACCOUNT; -``` +```python +# python cell -##### Step 1B - Create event table +session = get_active_session() -An empty result indicates that no event table is set, you therefore need to create one. +event_table_query = "SHOW PARAMETERS LIKE 'event_table' in ACCOUNT;" -> aside positive -> -> You can customize the database, schema and table name below as needed. Default values have been provided. +event_tables = session.sql(event_table_query).collect() -```sql -SET event_db_name = 'TELEMETRY'; -SET event_schema_name = 'PUBLIC'; -SET event_table_name = 'EVENTS'; +def set_up_event_table(): + event_db_name = "TELEMETRY" + event_schema_name = "PUBLIC" + event_table_name = "EVENTS" --- Define additional helper variables -SET event_db_schema = $event_db_name || '.' || $event_schema_name; -SET event_db_schema_table = $event_db_name || '.' || $event_schema_name || '.' || $event_table_name; -``` + event_db_schema = f"{event_db_name}.{event_schema_name}" + event_db_schema_table = f"{event_db_schema}.{event_table_name}" -```sql --- Create event database, schema and table -CREATE DATABASE IF NOT EXISTS IDENTIFIER($event_db_name); -CREATE SCHEMA IF NOT EXISTS IDENTIFIER($event_db_schema); -CREATE EVENT TABLE IF NOT EXISTS IDENTIFIER($event_db_schema_table); + for command in [ + f"CREATE DATABASE IF NOT EXISTS {event_db_name};", + f"CREATE SCHEMA IF NOT EXISTS {event_db_schema};", + f"CREATE EVENT TABLE IF NOT EXISTS {event_db_schema_table};", + f"ALTER ACCOUNT SET EVENT_TABLE = {event_db_schema_table};", + ]: + session.sql(command).collect() -ALTER ACCOUNT SET EVENT_TABLE = $event_db_schema_table; +if len(event_tables) == 0 or event_tables[0].value == "": + set_up_event_table() ``` -##### Step 1C - Enable telemetry sharing with RelationalAI +Now that you've set up an event table, you can enable telemetry sharing. By running the next code block, you consent to and enable sharing continuous telemetry data with RelationalAI. ```sql +-- SQL cell + ALTER APPLICATION relationalai SET SHARE_EVENTS_WITH_PROVIDER = TRUE; ``` -#### Step 2 - Configure Compute Resources - -Dedicated [compute pools](https://docs.snowflake.com/en/developer-guide/snowpark-container-services/working-with-compute-pool) are required for users to consume the RAI service via the [relationalai Python package](https://relational.ai/docs/getting_started). These compute pools host [RAI engines](https://relational.ai/docs/native_app/components/engines), which are the compute resources that execute RAI queries. There are two engine sizes available, each corresponding to a different compute pool instance family: `HIGHMEM_X64_S` and `HIGHMEM_X64_M`. +#### Step 2 - Create the RAI service -Engines, not compute pools, incur costs, and the required engine size depends on the workload. Users must choose a compatible compute pool when creating engines. To ensure availability, you may wish to create a compute pool for each engine size. However, you may start with only a `HIGHMEM_X64_S` compute pool and create a `HIGHMEM_X64_M` compute pool later if needed. +The *Grant* button under *Data Products > Apps > RelationalAI* in Snowsight runs the following SQL command to grant the necessary permissions to the app. If you haven't clicked that button yet, you can run the code here instead. It doesn't hurt to run it again if you're not sure. -> aside positive +```sql +-- SQL cell + +GRANT EXECUTE TASK, + EXECUTE MANAGED TASK, + CREATE COMPUTE POOL, + CREATE WAREHOUSE + ON ACCOUNT TO APPLICATION RELATIONALAI; +``` + +Now execute the following cell to create the RAI service (this usually takes between 5 and 15 minutes): + +```python +# python cell + +import sys +import time +import json +import itertools + +def poll(f): + + last_message = "" + dots = itertools.cycle(["⠧", "⠏", "⠛", "⠹", "⠼", "⠶"]) + + def status(message): + spaces = " " * (len("⠿ " + last_message) - len(message)) + sys.stdout.write("\r" + message + spaces) + sys.stdout.flush() + + for ctr in itertools.count(): + if ctr % 10 == 0: + result = f() + if isinstance(result, str): + message = next(dots) + " " + result + status(message) + last_message = result + if result is True: + status("⠿ Done!") + return + else: + message = next(dots) + " " + last_message + status(message) + time.sleep(0.5) +``` + +```python +# python cell + +def create_service(): + try: + session.sql("CALL RELATIONALAI.APP.CREATE_SERVICE();").collect() + return True + except Exception as e: + if "Unknown user-defined function" in str(e): + return "Waiting for app installation to complete..." + else: + raise e + +poll(create_service) +``` + +```python +# python cell + +def check(): + result = session.sql("CALL RELATIONALAI.APP.SERVICE_STATUS();").collect() + status = json.loads(result[0]["SERVICE_STATUS"])[0]["message"] + if status.startswith("Readiness probe"): + status = "Almost done" + if status == "Running": + return True + else: + return status + "..." + +poll(check) +``` +> aside negative > -> Notice how the `MAX_NODES` attribute is set to 1 by default. This is sufficient for the `rai_service_pool`, but depending on your use case, you might want to adjust it for the other compute pools. You can do this at any point in time by running the `ALTER COMPUTE POOL` command. +> **IMPORTANT** +> While RelationalAI is in preview mode, you must upgrade the application weekly after RAI releases an updated native app. Please review the [Upgrades](https://relational.ai/docs/native_app/upgrades) section of the RelationalAI Native App documentation and subscribe to the release notes to receive notifications about new versions. -> aside positive -> -> Adjusting the `AUTO_SUSPEND_SECS` parameter helps balance cost control with availability for engine provisioning. See [documentation on Cost Management](https://relational.ai/docs/native_app/cost_management) for details on how costs are accrued. +#### Step 3 - Setting up Change Data Capture -```sql --- Create compute pools for the RAI engines, one for each supported instance family -CREATE COMPUTE POOL IF NOT EXISTS rai_engine_pool_s - FOR APPLICATION relationalai - MIN_NODES = 1 - MAX_NODES = 1 - AUTO_RESUME = TRUE - AUTO_SUSPEND_SECS = 300 - INSTANCE_FAMILY = HIGHMEM_X64_S; +Streams share Snowflake data with the RAI Native App using change data capture (CDC) to capture source table and view changes once every minute. + +To enable CDC, an engine needs to be configured to be the CDC engine. -GRANT USAGE, MONITOR ON COMPUTE POOL rai_engine_pool_s TO APPLICATION relationalai; +We start by creating an engine of size `HIGHMEM_X64_S` that we call `demo_engine`. This step usually takes between 1 and 5 minutes. -CREATE COMPUTE POOL IF NOT EXISTS rai_engine_pool_m - FOR APPLICATION relationalai - MIN_NODES = 1 - MAX_NODES = 1 - AUTO_RESUME = TRUE - AUTO_SUSPEND_SECS = 300 - INSTANCE_FAMILY = HIGHMEM_X64_M; +```sql +-- SQL cell -GRANT USAGE, MONITOR ON COMPUTE POOL rai_engine_pool_m TO APPLICATION relationalai; +CALL RELATIONALAI.API.CREATE_ENGINE('demo_engine', 'HIGHMEM_X64_S'); ``` -#### Step 3 - Create the RAI service +Once the engine creation has finished, we set this engine to be the CDC engine: -The *Grant* button under *Data Products > Apps > RelationalAI* in Snowsight runs the following SQL command to grant the necessary permissions to the app. If you haven't clicked that button yet, you can run the code here instead. It doesn't hurt to run it again if you're not sure. ```sql -GRANT EXECUTE TASK, EXECUTE MANAGED TASK, CREATE COMPUTE POOL, CREATE WAREHOUSE ON ACCOUNT TO APPLICATION RELATIONALAI; -``` - -Now execute the following command to create the RAI service: +-- SQL cell -```sql -CALL RELATIONALAI.APP.CREATE_SERVICE(); +CALL RELATIONALAI.APP.SETUP_CDC('demo_engine'); ``` -Next, check the status of the service to ensure it shows `"message": "Running"` (this usually takes between 30 seconds and a couple minutes): +#### Step 4 - Setting up Snowflake Notebooks -```sql -CALL RELATIONALAI.APP.SERVICE_STATUS(); -``` +To use RelationalAI in Snowflake Notebooks, run the cell below to set up a network rule that will allow the app to pass query results back to the notebook. -> aside negative -> -> **IMPORTANT** -> While RelationalAI is in preview mode, you must upgrade the application weekly after RAI releases an updated native app. Please review the [Upgrades](https://relational.ai/docs/native_app/upgrades) section of the RelationalAI Native App documentation and subscribe to the release notes to receive notifications about new versions. - -#### Step 3 - Setting up Change Data Capture +To enable users who aren't account administrators to run RelationalAI in Snowflake Notebooks, see Appendix 3 for how to create a `rai_user` role and grant access to this integration. -Streams share Snowflake data with the RAI Native App using change data capture (CDC) to capture source table and view changes once every minute. +```python +# python cell -To enable CDC, an engine needs to be configured to be the CDC engine. +session = get_active_session() -We start by creating an engine of size `HIGHMEM_X64_S` that we call `kgqa_engine`. +system_allowlist = session.sql(""" +SELECT value:host AS URL +FROM TABLE(FLATTEN(input=>parse_json(SYSTEM$ALLOWLIST()))) +WHERE value:type = 'STAGE' +""").collect() -```sql -CALL RELATIONALAI.API.CREATE_ENGINE('kgqa_engine', 'rai_engine_pool_s', 'HIGHMEM_X64_S'); -``` +if system_allowlist: + urls = ", ".join(row.URL.replace('"', "'") for row in system_allowlist) + egress_rule_commands = [ + f""" + CREATE OR REPLACE NETWORK RULE S3_RAI_INTERNAL_BUCKET_EGRESS + MODE = EGRESS + TYPE = HOST_PORT + VALUE_LIST = ({urls}); + """, + """ + CREATE OR REPLACE EXTERNAL ACCESS INTEGRATION S3_RAI_INTERNAL_BUCKET_EGRESS_INTEGRATION + ALLOWED_NETWORK_RULES = (S3_RAI_INTERNAL_BUCKET_EGRESS) + ENABLED = true; + """ + ] -Once the engine creation has finished (this can take anywhere between 1 and 5 minutes), all we need to do is set this engine to be the CDC engine. + for command in egress_rule_commands: + session.sql(command).collect() -```sql -CALL RELATIONALAI.APP.SETUP_CDC('kgqa_engine'); + print("Network rule set up successfully.") ``` Congratulations! Your RelationalAI app is ready to use. #### Next Steps -To get up and running with the RelationalAI native app, download the [Simple Start Jupyter notebook](https://relational.ai/notebooks/simple-start.ipynb) and follow the [instructions for running the notebook](https://relational.ai/docs/example_notebooks#instructions). +To get up and running with RelationalAI in Snowflake Notebooks, download the [Simple Start Snowflake Notebook](https://relational.ai/notebooks/simple-start-snowflake.ipynb), upload it to your Snowflake account (https://app.snowflake.com > + icon in left sidebar > Notebooks > Import .ipynb file), and follow the instructions in the notebook. + +To use a local Python installation instead, download the [Simple Start Jupyter notebook](https://relational.ai/notebooks/simple-start.ipynb) and follow the [instructions for running the notebook](https://relational.ai/docs/example_notebooks#instructions). For a more detailed example and more information about the RelationalAI Python library, check out the [Getting Started guide](https://relational.ai/docs/getting_started). Links: -- [Simple Start Notebook](https://relational.ai/notebooks/simple-start.ipynb) -- [Example Notebooks](https://relational.ai/docs/example_notebooks) -- [Docs](https://relational.ai/docs) -### APPENDIX 1 - Suspend or drop the RAI Service and deleting all engines +- Simple Start Notebook: https://relational.ai/notebooks/simple-start.ipynb +- Example Notebooks: https://relational.ai/docs/example_notebooks +- Docs: https://relational.ai/docs + +##### APPENDIX 1 - Drop the RAI Service and delete all engines + +To reduce costs when you are not using the RAI Native App, suspend CDC, delete all engines, and drop the service. -Suspending the RAI service temporarily halts operations to reduce costs without completely stopping it. Certain background tasks, continue to run while the service is suspended and may incur charges. It is also possible to drop the service completely. -The service can be resumed at any time using the `RESUME_SERVICE()` procedure. > aside negative > > Note that this task requires the `app_admin` application role. -```sql --- Suspend CDC -CALL RELATIONALAI.APP.SUSPEND_CDC(); --- Delete the engine we created: -CALL RELATIONALAI.API.DELETE_ENGINE('kgqa_engine', TRUE); -``` +```python +# python cell -```sql --- List the engines: -SELECT * FROM RELATIONALAI.API.ENGINES; +session = get_active_session() +# note: the use of `skip_appendix` in the Appendices makes the "Run All" +# feature skip these cells +skip_appendix = True ``` -```sql --- For each engine name in the output of the above `SELECT` statement (if any), --- fill in the engine name in the following command and run it: -CALL RELATIONALAI.API.DELETE_ENGINE('', TRUE); -``` -```sql --- Suspend the service -CALL RELATIONALAI.APP.SUSPEND_SERVICE(); +```python +# python cell + +# Suspend CDC +if not skip_appendix: + session.sql("CALL RELATIONALAI.APP.SUSPEND_CDC();").collect() + ``` -```sql --- Drop the service -CALL RELATIONALAI.APP.DROP_SERVICE(); +```python +# python cell + +# Delete all engines +if not skip_appendix: + for engine in session.sql("SELECT * FROM RELATIONALAI.API.ENGINES;").collect(): + engine_name = engine.NAME + print(f"Deleting engine: {engine_name}") + session.sql(f"CALL RELATIONALAI.API.DELETE_ENGINE('{engine_name}', TRUE);") + print("Done") ``` -### APPENDIX 2 - Resume Service and Re-create Engine +```python +# python cell -```sql --- Resume the service after suspending it: -CALL RELATIONALAI.APP.RESUME_SERVICE(); +# Drop the service +if not skip_appendix: + session.sql("CALL RELATIONALAI.APP.DROP_SERVICE();").collect() ``` -```sql --- Recreate service after dropping it -CALL RELATIONALAI.APP.CREATE_SERVICE(); + +##### APPENDIX 2 - Resume Service and Re-create Engine + +```python +#python cell + +# Recreate service after dropping it +if not skip_appendix: + session.sql("CALL RELATIONALAI.APP.CREATE_SERVICE();").collect() ``` -```sql --- Recreate the engine if necessary: -CALL RELATIONALAI.API.CREATE_ENGINE('kgqa_engine', 'rai_engine_pool_s', 'HIGHMEM_X64_S'); --- Resume CDC: -CALL RELATIONALAI.APP.RESUME_CDC(); +```python +#python cell + +if not skip_appendix: + session.sql("CALL RELATIONALAI.API.CREATE_ENGINE('demo_engine', 'HIGHMEM_X64_S');").collect() + session.sql("CALL RELATIONALAI.APP.RESUME_CDC();").collect() ``` -### APPENDIX 3 - Defining a RelationalAI User Role +##### APPENDIX 3 - Defining a RelationalAI User Role - We start by creating a new role that can be granted to any users permitted to use this application. - We then link the application's user role to this new role. Note that it is possible to create more fine-grained roles at a later stage. - Finally, we grant `MONITOR` permissions on the role to allow users to see engine compute pools. This is needed for the relationalai Python library to manage engines. -```sql --- Create a role specific for accessing the app -CREATE ROLE rai_user; +```python +# python cell --- Link the app's user role to the created role. -GRANT APPLICATION ROLE relationalai.all_admin TO ROLE rai_user; +if not skip_appendix: + # Create a role for accessing the app + session.sql("CREATE ROLE rai_user;").collect() + + # Link the app's user role to the created role. + session.sql("GRANT APPLICATION ROLE relationalai.all_admin TO ROLE rai_user;").collect() --- Allow the role to see engine compute pools. -GRANT MONITOR ON COMPUTE POOL rai_engine_pool_s TO ROLE rai_user; -GRANT MONITOR ON COMPUTE POOL rai_engine_pool_m TO ROLE rai_user; + # Grant USAGE on the egress integration to the role + # This is necessary for users with the `rai_user` role to be able to + # run the app in Snowflake Notebooks + session.sql("GRANT USAGE ON INTEGRATION S3_RAI_INTERNAL_BUCKET_EGRESS_INTEGRATION TO ROLE rai_user;").collect() ``` > aside positive From fce0194b22d8a98a521e9f78e768983a6af14b4f Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 17:30:55 -0500 Subject: [PATCH 20/40] Syncing RelAI Installation with Official Documentation --- .../question_answering_on_kg.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 4c8a59e36..598451acd 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -363,7 +363,7 @@ if not skip_appendix: ##### APPENDIX 2 - Resume Service and Re-create Engine ```python -#python cell +# python cell # Recreate service after dropping it if not skip_appendix: @@ -371,7 +371,7 @@ if not skip_appendix: ``` ```python -#python cell +# python cell if not skip_appendix: session.sql("CALL RELATIONALAI.API.CREATE_ENGINE('demo_engine', 'HIGHMEM_X64_S');").collect() From 4a1eadbd13226d3530577f41ee5becc573505e88 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 17:46:11 -0500 Subject: [PATCH 21/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 21 +++++++++++++++++-- 1 file changed, 19 insertions(+), 2 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 598451acd..02b76eaf4 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -522,9 +522,26 @@ Now, we are all set to run the Demo notebook! ## Demo Notebook Duration: 5 -- Run the [Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) to play with our pipeline -> **_NOTE:_** After running the 1st cell, you will be prompted to enter your Snowflake account password. Please check the top-center of the screen to enter the password. +- Open a SQL Worksheet and execute the following command on your defined database and schema. + +```sql +USE ROLE ACCOUNTADMIN; + +CREATE OR REPLACE API INTEGRATION git_api_integration + API_PROVIDER = git_https_api + API_ALLOWED_PREFIXES = ('https://github.com/RelationalAI') + ENABLED = TRUE; +``` + +- Then, follow the instructions [here](https://docs.snowflake.com/en/developer-guide/git/git-setting-up#label-integrating-git-repository-api-integration) to create a git repository stage in Snowflake. *NOTE - No secret is needed, since it is a public repository.* + - Remote Repository URL - https://github.com/RelationalAI/QuestionAnsweringKG.git + + +- Go to https://app.snowflake.com and select + Create Projects > Notebook Dropdown > Create from Repository. Navigate to the Git repository created in previous step, and select [KGQA_DEMO->notebook_app.ipynb]((./KGQA_DEMO/notebook_app.ipynb)). + +- Run the **KGQA Demo Snowflake Notebook** to play with our pipeline + KGQA Example From 14e70ddca28330034e37fbe2b7d4b1b6593d0e1d Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 17:57:54 -0500 Subject: [PATCH 22/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 02b76eaf4..fd48ff162 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -538,7 +538,7 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Remote Repository URL - https://github.com/RelationalAI/QuestionAnsweringKG.git -- Go to https://app.snowflake.com and select + Create Projects > Notebook Dropdown > Create from Repository. Navigate to the Git repository created in previous step, and select [KGQA_DEMO->notebook_app.ipynb]((./KGQA_DEMO/notebook_app.ipynb)). +- Go to https://app.snowflake.com and in Notebook Dropdown > Create from Repository. Navigate to the Git repository created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). - Run the **KGQA Demo Snowflake Notebook** to play with our pipeline From 9b23453ce13eec0b1cd40b23b10f8cc70ad05cac Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 18:00:28 -0500 Subject: [PATCH 23/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index fd48ff162..c6c4f8403 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -538,7 +538,7 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Remote Repository URL - https://github.com/RelationalAI/QuestionAnsweringKG.git -- Go to https://app.snowflake.com and in Notebook Dropdown > Create from Repository. Navigate to the Git repository created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). +- Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the right top side in Notebook Dropdown, select Create from Repository. Navigate to the Git repository created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). - Run the **KGQA Demo Snowflake Notebook** to play with our pipeline From 3b900112fd5596d0550043ab76c722b47d9ee466 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 18:02:55 -0500 Subject: [PATCH 24/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index c6c4f8403..ce63b069b 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -540,7 +540,7 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the right top side in Notebook Dropdown, select Create from Repository. Navigate to the Git repository created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). -- Run the **KGQA Demo Snowflake Notebook** to play with our pipeline +- Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) in Snowflake to play with our pipeline! KGQA Example From ee8cbda143fcfd32a878505891313551efb5cb1e Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 18:07:59 -0500 Subject: [PATCH 25/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index ce63b069b..6a55e3744 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -523,7 +523,7 @@ Now, we are all set to run the Demo notebook! Duration: 5 -- Open a SQL Worksheet and execute the following command on your defined database and schema. +- Open a SQL Worksheet on Snowflake and execute the following command on your database and schema as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). ```sql USE ROLE ACCOUNTADMIN; @@ -538,7 +538,7 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Remote Repository URL - https://github.com/RelationalAI/QuestionAnsweringKG.git -- Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the right top side in Notebook Dropdown, select Create from Repository. Navigate to the Git repository created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). +- Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the top right corner in Notebook Dropdown, select *Create from Repository*. Navigate to the Git repository stage created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). - Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) in Snowflake to play with our pipeline! From 1d45ee39d98c6089c23a4ee7a9c2c28dfc0464c3 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 18:13:28 -0500 Subject: [PATCH 26/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 6a55e3744..557825766 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -538,7 +538,7 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Remote Repository URL - https://github.com/RelationalAI/QuestionAnsweringKG.git -- Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the top right corner in Notebook Dropdown, select *Create from Repository*. Navigate to the Git repository stage created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). +- Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the top right corner in Notebook Dropdown, select *Create from Repository*. Navigate to the Git repository stage created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). Fill the rest of the details as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). - Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) in Snowflake to play with our pipeline! From b1c99fca950025e496d20868161cac367c2737e0 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Mon, 9 Sep 2024 18:15:05 -0500 Subject: [PATCH 27/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 557825766..d98ade986 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -537,8 +537,9 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Then, follow the instructions [here](https://docs.snowflake.com/en/developer-guide/git/git-setting-up#label-integrating-git-repository-api-integration) to create a git repository stage in Snowflake. *NOTE - No secret is needed, since it is a public repository.* - Remote Repository URL - https://github.com/RelationalAI/QuestionAnsweringKG.git - -- Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the top right corner in Notebook Dropdown, select *Create from Repository*. Navigate to the Git repository stage created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). Fill the rest of the details as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). +- Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the top right corner in Notebook Dropdown, select *Create from Repository*. + - For *File Location in Repository* , navigate to the Git repository stage created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). + - Fill the rest of the details as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). - Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) in Snowflake to play with our pipeline! From 088f1469b918e429d9c09183951eca51c0375f81 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Tue, 10 Sep 2024 13:05:46 -0500 Subject: [PATCH 28/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index d98ade986..a24d38642 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -538,7 +538,7 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Remote Repository URL - https://github.com/RelationalAI/QuestionAnsweringKG.git - Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the top right corner in Notebook Dropdown, select *Create from Repository*. - - For *File Location in Repository* , navigate to the Git repository stage created in previous step, and select [KGQA_DEMO->notebook_app.ipynb](./KGQA_DEMO/notebook_app.ipynb). + - For *File Location in Repository* , navigate to the Git repository stage created in previous step, and select *KGQA_DEMO->notebook_app.ipynb*. - Fill the rest of the details as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). - Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) in Snowflake to play with our pipeline! From a2d48ab948e08eead94d491b418746559f6e46a0 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Tue, 10 Sep 2024 13:56:09 -0500 Subject: [PATCH 29/40] Updating demo instructions to run as SF Notebook --- .../question_answering_on_kg.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index a24d38642..3ad78c3b6 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -541,6 +541,9 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - For *File Location in Repository* , navigate to the Git repository stage created in previous step, and select *KGQA_DEMO->notebook_app.ipynb*. - Fill the rest of the details as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). +- Load RelationalAI in Snowflake Notebook using [Installation Guide](https://relational.ai/docs/native_app/installation#ii-set-up-the-rai-native-app). + - *Place the `relationalai.zip` file, as specified in the instructions, in the same directory as `notebook_app.ipynb` within Snowflake.* + - Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) in Snowflake to play with our pipeline! From c3fe8680ca45e49366ae8e459d196722ddb86207 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Tue, 10 Sep 2024 15:33:23 -0500 Subject: [PATCH 30/40] Updating notebook name --- .../question_answering_on_kg.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 3ad78c3b6..0b5c5eba1 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -520,7 +520,7 @@ Now, we are all set to run the Demo notebook! ## Demo Notebook -Duration: 5 +Duration: 10 - Open a SQL Worksheet on Snowflake and execute the following command on your database and schema as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). @@ -537,14 +537,15 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Then, follow the instructions [here](https://docs.snowflake.com/en/developer-guide/git/git-setting-up#label-integrating-git-repository-api-integration) to create a git repository stage in Snowflake. *NOTE - No secret is needed, since it is a public repository.* - Remote Repository URL - https://github.com/RelationalAI/QuestionAnsweringKG.git + - Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the top right corner in Notebook Dropdown, select *Create from Repository*. - - For *File Location in Repository* , navigate to the Git repository stage created in previous step, and select *KGQA_DEMO->notebook_app.ipynb*. + - For *File Location in Repository* , navigate to the Git repository stage created in previous step, and select *KGQA_DEMO->kgqa_demo.ipynb*. - Fill the rest of the details as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). - Load RelationalAI in Snowflake Notebook using [Installation Guide](https://relational.ai/docs/native_app/installation#ii-set-up-the-rai-native-app). - - *Place the `relationalai.zip` file, as specified in the instructions, in the same directory as `notebook_app.ipynb` within Snowflake.* - -- Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/notebook_app.ipynb) in Snowflake to play with our pipeline! + - *Place the `relationalai.zip` file, as specified in the instructions, in the same directory as `kgqa_demo.ipynb` within Snowflake.* + +- Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo.ipynb) in Snowflake to play with our pipeline! KGQA Example From 39bcec505539e01fcea34a8fc9b9b5d441d9dc3d Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Tue, 10 Sep 2024 15:39:09 -0500 Subject: [PATCH 31/40] Updating folder name to lowercase letters --- .../question_answering_on_kg.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index 0b5c5eba1..c10918922 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -454,7 +454,7 @@ Follow the below steps to launch End-to-End Demo Setup. **Here, is the path to the local directory where has been cloned.** ```sh -export SETUP_PATH="/KGQA_DEMO/kgqa_demo_setup" +export SETUP_PATH="/kgqa_demo/kgqa_demo_setup" ``` @@ -465,7 +465,7 @@ cd $SETUP_PATH #### STEP 2 : Populate all Snowflake config parameters -- Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json) +- Update the config parameters in the config file ['config.json'](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/kgqa_demo/kgqa_demo_setup/config.json) > **_NOTE:_** Anything prefixed with 'temp_' can be customized by the user, along with Snowflake 'account' and 'sf_login_email'. @@ -523,7 +523,7 @@ Now, we are all set to run the Demo notebook! Duration: 10 -- Open a SQL Worksheet on Snowflake and execute the following command on your database and schema as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). +- Open a SQL Worksheet on Snowflake and execute the following command on your database and schema as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/kgqa_demo/kgqa_demo_setup/config.json). ```sql USE ROLE ACCOUNTADMIN; @@ -540,12 +540,12 @@ CREATE OR REPLACE API INTEGRATION git_api_integration - Go to [https://app.snowflake.com](https://app.snowflake.com) and under Projects->Notebooks, on the top right corner in Notebook Dropdown, select *Create from Repository*. - For *File Location in Repository* , navigate to the Git repository stage created in previous step, and select *KGQA_DEMO->kgqa_demo.ipynb*. - - Fill the rest of the details as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/config.json). + - Fill the rest of the details as defined in the [config.json](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/kgqa_demo/kgqa_demo_setup/config.json). - Load RelationalAI in Snowflake Notebook using [Installation Guide](https://relational.ai/docs/native_app/installation#ii-set-up-the-rai-native-app). - *Place the `relationalai.zip` file, as specified in the instructions, in the same directory as `kgqa_demo.ipynb` within Snowflake.* -- Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo.ipynb) in Snowflake to play with our pipeline! +- Run the [KGQA Demo Notebook](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/kgqa_demo/kgqa_demo.ipynb) in Snowflake to play with our pipeline! KGQA Example @@ -565,7 +565,7 @@ Follow the below steps to launch End-to-End pipeline as a Service on Snowflake a ```sh -export SETUP_PATH="/KGQA_DEMO/kgqa_demo_setup" +export SETUP_PATH="/kgqa_demo/kgqa_demo_setup" ``` @@ -588,7 +588,7 @@ cd /kgqa_docker/ > **_NOTE:_** - To execute SQL commands in Snowflake Worksheet, you first need to select a database. Initially, this could be any database. Later in the script, you will create a custom database and switch to it for subsequent commands.
-- You may already have your custom data in Snowflake, as outlined in the [DB Initialization File](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/KGQA_DEMO/kgqa_demo_setup/sf_db_initialization.py). The setup requires four tables. For the schema details, refer to the "CREATE OR REPLACE TABLE..." commands in the file. +- You may already have your custom data in Snowflake, as outlined in the [DB Initialization File](https://github.com/RelationalAI/QuestionAnsweringKG/blob/main/kgqa_demo/kgqa_demo_setup/sf_db_initialization.py). The setup requires four tables. For the schema details, refer to the "CREATE OR REPLACE TABLE..." commands in the file. ```sh python3 $SETUP_PATH/setup.py --config $SETUP_PATH/config.json --output_dir $SETUP_PATH/ sf_db_initialization From 67f384b56b0978d7578ad03d671b8c1df9ef7f26 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Tue, 10 Sep 2024 15:48:39 -0500 Subject: [PATCH 32/40] Updating troubleshooting instructions --- .../question_answering_on_kg.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index c10918922..f8c359900 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -644,14 +644,14 @@ In case you encounter any of the following issues, please follow the recommended 1. **Server Overload Error** If the Snowflake server becomes unresponsive and shows a 'Server overloaded' error: - - To resolve the issue, run the script generated from **[Step 6 - Launch a Snowflake Service]** under heading **Demo Setup** from Line that says *"DROP SERVICE IF EXISTS..."* + - To resolve the issue, run the script generated from **[Demo Setup -> Step 6 - Launch a Snowflake Service]** from Line that says *"DROP SERVICE IF EXISTS..."* 2. **Model Unavailable Error** - The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), run the script generated **[Step 6 - Launch a Snowflake Service]** under heading **Demo Setup** from Line that says *"-- test the UDFs with sample inputs"* with chosen model name, available in your region.

+ The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), run the script generated **[Demo Setup -> Step 6 - Launch a Snowflake Service]** from Line that says *"-- test the UDFs with sample inputs"* with chosen model name, available in your region.

- **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **Steps [5-7]** under heading **[Launch a SF Service on Custom Database]**.
- - **Since the Dockerfile is present inside *kgqa_docker* folder, remember to Switch to *kgqa_docker* folder to follow them.** + **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **[Launch a SF Service on Custom Database -> Steps [5-7]]**.
+ - *Since the Dockerfile is present inside **kgqa_docker** folder, remember to Switch to **kgqa_docker** folder to follow them.* From 98c67be43c2552c43487a3587f04f0afc856cbd5 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Tue, 10 Sep 2024 16:14:14 -0500 Subject: [PATCH 33/40] Updating Troubleshooting Instructions --- .../question_answering_on_kg.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md index f8c359900..4340aefcd 100644 --- a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md +++ b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/question_answering_on_kg.md @@ -644,15 +644,16 @@ In case you encounter any of the following issues, please follow the recommended 1. **Server Overload Error** If the Snowflake server becomes unresponsive and shows a 'Server overloaded' error: - - To resolve the issue, run the script generated from **[Demo Setup -> Step 6 - Launch a Snowflake Service]** from Line that says *"DROP SERVICE IF EXISTS..."* + - To resolve the issue, run the script generated from **[Demo Setup -> Step 6]** from Line that says *"DROP SERVICE IF EXISTS..."* 2. **Model Unavailable Error** - The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), run the script generated **[Demo Setup -> Step 6 - Launch a Snowflake Service]** from Line that says *"-- test the UDFs with sample inputs"* with chosen model name, available in your region.

+ The default models during development are lama3.1-70b for Snowflake Complete Task and e5-base-v2 for Snowflake Text Embedding Task. In case these models are not ['available in the region'](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability), run the script generated **[Demo Setup -> Step 6]** from Line that says *"-- test the UDFs with sample inputs"* with chosen model name, available in your region.

- **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **[Launch a SF Service on Custom Database -> Steps [5-7]]**.
+ **2.1** IF the text embedding model is changed from e5-base-v2 to something else, follow the **[Launch a SF Service on Custom Database -> Steps 5 through 7]**.
- *Since the Dockerfile is present inside **kgqa_docker** folder, remember to Switch to **kgqa_docker** folder to follow them.* + From 4b353bfe997b57f47fdc8d6080efe2da8c0de166 Mon Sep 17 00:00:00 2001 From: ShivaniShrivastava8 Date: Tue, 10 Sep 2024 20:00:19 -0500 Subject: [PATCH 34/40] Updating Notebook Image --- .../assets/kgqa_demo_nb.png | Bin 292588 -> 1533195 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/assets/kgqa_demo_nb.png b/site/sfguides/src/question_answering_on_kg_using_relationalai_and_snowflake/assets/kgqa_demo_nb.png index 02c89063aa74165e7045ca8f7dd5a8213a58830c..24c3b1566d516f8659f8c1f65aafa47f7503de85 100644 GIT binary patch literal 1533195 zcmbrlXIK+!*9M9TDj=ZJM5-XYiS!mgq)AhHM>d8Ryl&3e{-uQjh88tKr{+@ztPprF&!y>CK6 zL5rlIxcKDqMe?0{BGxk$6j#)}G&LXUX=?I34D@&R@^Pb}(0!F+dCAJOmnFwG>Akw= zM}2ApHLuBeUFwgq=xg`+Z=bvOO6scFrrV>AhIpE(ALiG-8P(;zbar~Q8Bvp$R}oJI 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