[Website] Fix link warnings/errors (#9258)

Co-authored-by: Sebastian Wludzik <[email protected]>
GitOrigin-RevId: 8258f6b6795c69b724a5069224d6c6e46f2da58e

Author: 2 people

examples/pipelines/adaptive-rag/README.md

@@ -119,7 +119,7 @@ The local data source is configured by using map with tag `!pw.io.fs.read`. Then
 
 The Google Drive data source is enabled by using map with tag `!pw.io.gdrive.read`. The map must contain two main parameters:
 - `object_id`, containing the ID of the folder that needs to be indexed. It can be found from the URL in the web interface, where it's the last part of the address. For example, the publicly available demo folder in Google Drive has the URL `https://drive.google.com/drive/folders/1cULDv2OaViJBmOfG5WB0oWcgayNrGtVs`. Consequently, the last part of this address is `1cULDv2OaViJBmOfG5WB0oWcgayNrGtVs`, hence this is the `object_id` you would need to specify.
-- `service_user_credentials_file`, containing the path to the credentials files for the Google [service account](https://cloud.google.com/iam/docs/service-account-overview). To get more details on setting up the service account and getting credentials, you can also refer to [this tutorial](https://pathway.com/developers/user-guide/connectors/gdrive-connector/#setting-up-google-drive).
+- `service_user_credentials_file`, containing the path to the credentials files for the Google [service account](https://cloud.google.com/iam/docs/service-account-overview). To get more details on setting up the service account and getting credentials, you can also refer to [this tutorial](https://pathway.com/developers/user-guide/connectors/gdrive-connector#setting-up-google-drive).
 
 Besides, to speed up the indexing process you may want to specify the `refresh_interval` parameter, denoted by an integer number of seconds. It corresponds to the frequency between two sequential folder scans. If unset, it defaults to 30 seconds.
 
@@ -129,7 +129,7 @@ For the full list of the available parameters, please refer to the Google Drive
 
 This data source requires Scale or Enterprise [license key](https://pathway.com/pricing) - you can obtain free Scale key on [Pathway website](https://pathway.com/get-license).
 
-To use it, set the map tag to be `!pw.xpacks.connectors.sharepoint.read`, and then provide values of `url`, `tenant`, `client_id`, `cert_path`, `thumbprint` and `root_path`. To read about the meaning of these arguments, check the Sharepoint connector [documentation](https://pathway.com/developers/api-docs/pathway-xpacks-sharepoint/#pathway.xpacks.connectors.sharepoint.read).
+To use it, set the map tag to be `!pw.xpacks.connectors.sharepoint.read`, and then provide values of `url`, `tenant`, `client_id`, `cert_path`, `thumbprint` and `root_path`. To read about the meaning of these arguments, check the Sharepoint connector [documentation](https://pathway.com/developers/api-docs/pathway-xpacks-sharepoint#pathway.xpacks.connectors.sharepoint.read).
 
 ## Running the app
 To run the app, depending on the configuration, you may need to set up environmntal variables with LLM provider keys. By default, this template  uses OpenAI API, so to run it you need to set `OPENAI_API_KEY` environmental key or create an `.env` file in this directory with your key: `OPENAI_API_KEY=sk-...`. If you modify the code to use another LLM provider, you may need to set a relevant API key.

examples/pipelines/demo-document-indexing/README.md

@@ -108,7 +108,7 @@ The local data source is configured by using map with tag `!pw.io.fs.read`. Then
 
 The Google Drive data source is enabled by using map with tag `!pw.io.gdrive.read`. The map must contain two main parameters:
 - `object_id`, containing the ID of the folder that needs to be indexed. It can be found from the URL in the web interface, where it's the last part of the address. For example, the publicly available demo folder in Google Drive has the URL `https://drive.google.com/drive/folders/1cULDv2OaViJBmOfG5WB0oWcgayNrGtVs`. Consequently, the last part of this address is `1cULDv2OaViJBmOfG5WB0oWcgayNrGtVs`, hence this is the `object_id` you would need to specify.
-- `service_user_credentials_file`, containing the path to the credentials files for the Google [service account](https://cloud.google.com/iam/docs/service-account-overview). To get more details on setting up the service account and getting credentials, you can also refer to [this tutorial](https://pathway.com/developers/user-guide/connectors/gdrive-connector/#setting-up-google-drive).
+- `service_user_credentials_file`, containing the path to the credentials files for the Google [service account](https://cloud.google.com/iam/docs/service-account-overview). To get more details on setting up the service account and getting credentials, you can also refer to [this tutorial](https://pathway.com/developers/user-guide/connectors/gdrive-connector#setting-up-google-drive).
 
 Besides, to speed up the indexing process you may want to specify the `refresh_interval` parameter, denoted by an integer number of seconds. It corresponds to the frequency between two sequential folder scans. If unset, it defaults to 30 seconds.
 
@@ -118,7 +118,7 @@ For the full list of the available parameters, please refer to the Google Drive
 
 This data source requires Scale or Enterprise [license key](https://pathway.com/pricing) - you can obtain free Scale key on [Pathway website](https://pathway.com/get-license).
 
-To use it, set the map tag to be `!pw.xpacks.connectors.sharepoint.read`, and then provide values of `url`, `tenant`, `client_id`, `cert_path`, `thumbprint` and `root_path`. To read about the meaning of these arguments, check the Sharepoint connector [documentation](https://pathway.com/developers/api-docs/pathway-xpacks-sharepoint/#pathway.xpacks.connectors.sharepoint.read).
+To use it, set the map tag to be `!pw.xpacks.connectors.sharepoint.read`, and then provide values of `url`, `tenant`, `client_id`, `cert_path`, `thumbprint` and `root_path`. To read about the meaning of these arguments, check the Sharepoint connector [documentation](https://pathway.com/developers/api-docs/pathway-xpacks-sharepoint#pathway.xpacks.connectors.sharepoint.read).
 
 ## Running the Example
 

examples/pipelines/demo-question-answering/README.md

@@ -28,7 +28,7 @@ This demo allows you to:
 - Get an executive outlook for a question on different files to easily access available knowledge in your documents;
 
 
-Note: This app relies on [Document Store](https://pathway.com/developers/api-docs/pathway-xpacks-llm/document_store) to learn more, you can check out [this blog post](https://pathway.com/developers/user-guide/llm-xpack/docs-indexing/).
+Note: This app relies on [Document Store](https://pathway.com/developers/api-docs/pathway-xpacks-llm/document_store) to learn more, you can check out [this blog post](https://pathway.com/developers/user-guide/llm-xpack/docs-indexing).
 
 ## Table of contents
 - [Summary of available endpoints](#Summary-of-available-endpoints)
@@ -91,7 +91,7 @@ This folder contains several objects:
 
 Pathway allows you to define custom prompts in addition to the ones provided in [`pathway.xpacks.llm`](https://pathway.com/developers/user-guide/llm-xpack/overview).
 
-You can also use user-defined functions using the [`@pw.udf`](https://pathway.com/developers/api-docs/pathway/#pathway.udf) decorator to define custom functions that will run on streaming data.
+You can also use user-defined functions using the [`@pw.udf`](https://pathway.com/developers/api-docs/pathway#pathway.udf) decorator to define custom functions that will run on streaming data.
 
 - RAG
 
@@ -109,7 +109,7 @@ Default LLM provider in this template is OpenAI, so, unless you change the confi
 
 ## Customizing the pipeline
 
-The code can be modified by changing the `app.yaml` configuration file. To read more about YAML files used in Pathway templates, read [our guide](https://pathway.com/developers/templates/configure-yaml/).
+The code can be modified by changing the `app.yaml` configuration file. To read more about YAML files used in Pathway templates, read [our guide](https://pathway.com/developers/templates/configure-yaml).
 
 In the `app.yaml` file we define:
 - input connectors
@@ -227,7 +227,7 @@ The local data source is configured by using map with tag `!pw.io.fs.read`. Then
 
 The Google Drive data source is enabled by using map with tag `!pw.io.gdrive.read`. The map must contain two main parameters:
 - `object_id`, containing the ID of the folder that needs to be indexed. It can be found from the URL in the web interface, where it's the last part of the address. For example, the publicly available demo folder in Google Drive has the URL `https://drive.google.com/drive/folders/1cULDv2OaViJBmOfG5WB0oWcgayNrGtVs`. The last part of this address is `1cULDv2OaViJBmOfG5WB0oWcgayNrGtVs` and this is the `object_id` you would need to specify.
-- `service_user_credentials_file`, containing the path to the credentials files for the Google [service account](https://cloud.google.com/iam/docs/service-account-overview). To get more details on setting up the service account and getting credentials, you can also refer to [this tutorial](https://pathway.com/developers/user-guide/connectors/gdrive-connector/#setting-up-google-drive).
+- `service_user_credentials_file`, containing the path to the credentials files for the Google [service account](https://cloud.google.com/iam/docs/service-account-overview). To get more details on setting up the service account and getting credentials, you can also refer to [this tutorial](https://pathway.com/developers/user-guide/connectors/gdrive-connector#setting-up-google-drive).
 
 Besides, to speed up the indexing process you may want to specify the `refresh_interval` parameter, denoted by an integer number of seconds. It corresponds to the frequency between two sequential folder scans. If unset, it defaults to 30 seconds.
 
@@ -237,7 +237,7 @@ For the full list of the available parameters, please refer to the Google Drive
 
 This data source requires Scale or Enterprise [license key](https://pathway.com/pricing) - you can obtain free Scale key on [Pathway website](https://pathway.com/get-license).
 
-To use it, set the map tag to be `!pw.xpacks.connectors.sharepoint.read`, and then provide values of `url`, `tenant`, `client_id`, `cert_path`, `thumbprint` and `root_path`. To read about the meaning of these arguments, check the Sharepoint connector [documentation](https://pathway.com/developers/api-docs/pathway-xpacks-sharepoint/#pathway.xpacks.connectors.sharepoint.read).
+To use it, set the map tag to be `!pw.xpacks.connectors.sharepoint.read`, and then provide values of `url`, `tenant`, `client_id`, `cert_path`, `thumbprint` and `root_path`. To read about the meaning of these arguments, check the Sharepoint connector [documentation](https://pathway.com/developers/api-docs/pathway-xpacks-sharepoint#pathway.xpacks.connectors.sharepoint.read).
 
 ## How to run the project
 
@@ -333,7 +333,7 @@ curl -X 'POST' \
 
 #### Asking questions to LLM (With and without RAG)
 
-- Note: The local version of this app does not require `openai_api_key` parameter in the payload of the query. Embedder and LLM will use the API key in the `.env` file. However, Pathway hosted public demo available on the [website](https://pathway.com/solutions/ai-pipelines/) requires a valid `openai_api_key` to execute the query.
+- Note: The local version of this app does not require `openai_api_key` parameter in the payload of the query. Embedder and LLM will use the API key in the `.env` file. However, Pathway hosted public demo available on the [website](https://pathway.com/solutions/ai-pipelines) requires a valid `openai_api_key` to execute the query.
 
 - Note: All of the RAG endpoints use the `model` provided in the config by default, however, you can specify another model with the `model` parameter in the payload to use a different one for generating the response.
 

examples/pipelines/gpt_4o_multimodal_rag/README.md

@@ -202,7 +202,7 @@ curl -X 'POST'   'http://0.0.0.0:8000/v2/list_documents'   -H 'accept: */*'   -H
 This will return the list of files e.g. if you start with the [data folder](./data) provided in the demo, the answer will be as follows:
 > `[{"modified_at": 1715765613, "owner": "berke", "path": "data/20230203_alphabet_10K.pdf", "seen_at": 1715768762}]`
 
-In the default app setup, the connected folder is a local file folder. You can add more folders and file sources, such as [Google Drive](https://pathway.com/developers/user-guide/connectors/gdrive-connector/#google-drive-connector) or [Sharepoint](https://pathway.com/developers/user-guide/connecting-to-data/connectors/#tutorials), by adding a line of code to the template.
+In the default app setup, the connected folder is a local file folder. You can add more folders and file sources, such as [Google Drive](https://pathway.com/developers/user-guide/connectors/gdrive-connector#google-drive-connector) or [Sharepoint](https://pathway.com/developers/user-guide/connecting-to-data/connectors#tutorials), by adding a line of code to the template.
 
 If you now add or remove files from your connected folder, you can repeat the request and see the index file list has been updated automatically. You can look into the logs of the service to see the progress of the indexing of new and modified files. PDF files of 100 pages should normally take under 10 seconds to sync, and the indexing parallelizes if multiple files are added at a single time.
 

examples/pipelines/private-rag/README.md

@@ -49,7 +49,7 @@ The architecture consists of two connected technology bricks, which will run as
 
 ## Customizing the pipeline
 
-The code can be modified by changing the `app.yaml` configuration file. To read more about YAML files used in Pathway templates, read [our guide](https://pathway.com/developers/templates/configure-yaml/).
+The code can be modified by changing the `app.yaml` configuration file. To read more about YAML files used in Pathway templates, read [our guide](https://pathway.com/developers/templates/configure-yaml).
 
 In the `app.yaml` file we define:
 - input connectors
@@ -106,7 +106,7 @@ The local data source is configured by using map with tag `!pw.io.fs.read`. Then
 
 The Google Drive data source is enabled by using map with tag `!pw.io.gdrive.read`. The map must contain two main parameters:
 - `object_id`, containing the ID of the folder that needs to be indexed. It can be found from the URL in the web interface, where it's the last part of the address. For example, the publicly available demo folder in Google Drive has the URL `https://drive.google.com/drive/folders/1cULDv2OaViJBmOfG5WB0oWcgayNrGtVs`. Consequently, the last part of this address is `1cULDv2OaViJBmOfG5WB0oWcgayNrGtVs`, hence this is the `object_id` you would need to specify.
-- `service_user_credentials_file`, containing the path to the credentials files for the Google [service account](https://cloud.google.com/iam/docs/service-account-overview). To get more details on setting up the service account and getting credentials, you can also refer to [this tutorial](https://pathway.com/developers/user-guide/connectors/gdrive-connector/#setting-up-google-drive).
+- `service_user_credentials_file`, containing the path to the credentials files for the Google [service account](https://cloud.google.com/iam/docs/service-account-overview). To get more details on setting up the service account and getting credentials, you can also refer to [this tutorial](https://pathway.com/developers/user-guide/connectors/gdrive-connector#setting-up-google-drive).
 
 Besides, to speed up the indexing process you may want to specify the `refresh_interval` parameter, denoted by an integer number of seconds. It corresponds to the frequency between two sequential folder scans. If unset, it defaults to 30 seconds.
 
@@ -116,7 +116,7 @@ For the full list of the available parameters, please refer to the Google Drive
 
 This data source requires Scale or Enterprise [license key](https://pathway.com/pricing) - you can obtain free Scale key on [Pathway website](https://pathway.com/get-license).
 
-To use it, set the map tag to be `!pw.xpacks.connectors.sharepoint.read`, and then provide values of `url`, `tenant`, `client_id`, `cert_path`, `thumbprint` and `root_path`. To read about the meaning of these arguments, check the Sharepoint connector [documentation](https://pathway.com/developers/api-docs/pathway-xpacks-sharepoint/#pathway.xpacks.connectors.sharepoint.read).
+To use it, set the map tag to be `!pw.xpacks.connectors.sharepoint.read`, and then provide values of `url`, `tenant`, `client_id`, `cert_path`, `thumbprint` and `root_path`. To read about the meaning of these arguments, check the Sharepoint connector [documentation](https://pathway.com/developers/api-docs/pathway-xpacks-sharepoint#pathway.xpacks.connectors.sharepoint.read).
 
 
 ## Deploying and using a local LLM

examples/pipelines/slides_ai_search/README.md

@@ -81,7 +81,7 @@ This demo consists of three parts:
 
 1. **Data Sources**:
     * The application reads slide files (PPTX and PDF) from a specified directory. The directory is set to `./data/`in the `app.py` file.
-    * In the default app setup, the connected folder is a local file folder. You can add more folders and file sources, such as [Google Drive](https://pathway.com/developers/user-guide/connectors/gdrive-connector/#google-drive-connector) or [Sharepoint](https://pathway.com/developers/user-guide/connecting-to-data/connectors/#tutorials), by changing configuration in `app.yaml`.
+    * In the default app setup, the connected folder is a local file folder. You can add more folders and file sources, such as [Google Drive](https://pathway.com/developers/user-guide/connectors/gdrive-connector#google-drive-connector) or [Sharepoint](https://pathway.com/developers/user-guide/connecting-to-data/connectors#tutorials), by changing configuration in `app.yaml`.
     * More inputs can be added by configuring the `sources` list in the `app.yaml`.