fix: correct enrichment doc paths, CLI name, and broken link

Fix user-facing references in the enrichment docs and runtime messages that point to names/paths that don't exist: kcenrich -> kcagent and demo-dataset -> demo_ecommerce in toolbox/enrichment/README.md; broken ../docs/sharepoint-setup.md link in agents/enrichment/README.md; and toolbox/enrichment/... -> agents/enrichment/... setup-script paths in sharepoint-setup.md and the agent_runner.py / sharepoint_tools.py runtime messages. Docs/help-text only; no behavior change.

Author: mftnakrsu

agents/enrichment/README.md

@@ -363,7 +363,7 @@ list). `--project`, `--model`, and `--output_dir` are required in **every** mode
 
 #### SharePoint input *(all modes)*
 
-- **`--sharepoint_sites`** — Comma-separated SharePoint sites — accepts full site URLs from your browser's address bar, e.g. `--sharepoint_sites=https://contoso.sharepoint.com/sites/Marketing`. Walks each site's default document library and reads topic-relevant files via the Microsoft Graph REST API (text read in full; `.docx`/`.xlsx`/`.pptx`/PDF extracted locally). SharePoint URLs may also be dropped into `--docs` / `--folders`. Auth uses an MSAL token cache or `MICROSOFT_ACCESS_TOKEN` — see [docs/sharepoint-setup.md](../docs/sharepoint-setup.md) and `scripts/setup_sharepoint.py`.
+- **`--sharepoint_sites`** — Comma-separated SharePoint sites — accepts full site URLs from your browser's address bar, e.g. `--sharepoint_sites=https://contoso.sharepoint.com/sites/Marketing`. Walks each site's default document library and reads topic-relevant files via the Microsoft Graph REST API (text read in full; `.docx`/`.xlsx`/`.pptx`/PDF extracted locally). SharePoint URLs may also be dropped into `--docs` / `--folders`. Auth uses an MSAL token cache or `MICROSOFT_ACCESS_TOKEN` — see [docs/sharepoint-setup.md](docs/sharepoint-setup.md) and `scripts/setup_sharepoint.py`.
 
 #### Output format *(all modes)*
 

agents/enrichment/docs/sharepoint-setup.md

@@ -107,7 +107,7 @@ result.
 From the repo root:
 
 ```bash
-python3 toolbox/enrichment/scripts/setup_sharepoint.py
+python3 agents/enrichment/scripts/setup_sharepoint.py
 ```
 
 What it does, in order:
@@ -140,11 +140,11 @@ After this succeeds:
 
 ```bash
 # Read-only state check — no prompts, no OAuth.
-python3 toolbox/enrichment/scripts/setup_sharepoint.py --doctor
+python3 agents/enrichment/scripts/setup_sharepoint.py --doctor
 
 # Force a fresh device-code sign-in even if the cache is still valid
 # (e.g. after rotating an Entra secret or changing accounts).
-python3 toolbox/enrichment/scripts/setup_sharepoint.py --re-auth
+python3 agents/enrichment/scripts/setup_sharepoint.py --re-auth
 ```
 
 ---
@@ -157,15 +157,15 @@ Two flag shapes for pointing the agent at SharePoint content:
 # (a) Pass full SharePoint URLs in --folders (or --docs). Any URL on a
 #     site that starts with /sites/<NAME>/... gets recognized and the
 #     agent walks that site's default library.
-python3 toolbox/enrichment/src/agent_runner.py \
+python3 agents/enrichment/src/agent_runner.py \
   --mode=doc \
   --topic="Order pipeline metadata" \
   --folders="https://<tenant>.sharepoint.com/sites/<NAME>/SitePages/Home.aspx" \
   --entry_group=<project>.<location>.<entryGroupId> \
   --project=<gcp_project> --model=<vertex_model> --output_dir=<local_out>
 
 # (b) Or pass them explicitly via the typed --sharepoint_* flags.
-python3 toolbox/enrichment/src/agent_runner.py \
+python3 agents/enrichment/src/agent_runner.py \
   --mode=doc \
   --topic="Order pipeline metadata" \
   --sharepoint_sites="https://<tenant>.sharepoint.com/sites/<NAME>" \

agents/enrichment/src/agent_runner.py

@@ -568,7 +568,7 @@ def _union(*lists) -> list:
     msg = (
         "SharePoint sources were specified but no Microsoft credentials"
         " are configured. Run:\n"
-        "  python3 toolbox/enrichment/scripts/setup_sharepoint.py\n"
+        "  python3 agents/enrichment/scripts/setup_sharepoint.py\n"
         "for a one-time interactive walkthrough (registers Entra app +"
         " populates MSAL cache for silent refresh)."
     )

agents/enrichment/src/tools/sharepoint_tools.py

@@ -1331,7 +1331,7 @@ async def gather_sharepoint_context(
     print(
         "[SharePoint] ⚠️  No Microsoft credentials available — skipping"
         " SharePoint source. Either populate the MSAL cache by running"
-        " `python3 toolbox/enrichment/scripts/setup_sharepoint.py` (one"
+        " `python3 agents/enrichment/scripts/setup_sharepoint.py` (one"
         " time; enables silent refresh thereafter), or export"
         f" ${_TOKEN_ENV} with a Graph bearer for a one-shot run.",
         flush=True,

toolbox/enrichment/README.md

@@ -13,7 +13,7 @@ Follow the instructions on that page on using the `kcmd` tool.
 
 ### CLI
 
-The package provides the `kcenrich` CLI tool. This is distributed as a standalone binary.
+The package provides the `kcagent` CLI tool. This is distributed as a standalone binary.
 
 ```bash
 # Initialize a new catalog snapshot for a bigquery dataset
@@ -164,5 +164,5 @@ Copy over the individual markdown files from [here](https://github.com/GoogleClo
 
 **Clean up**
 ```bash
-bq rm -r ${DEMO_CLOUD_PROJECT}:demo-dataset
+bq rm -r ${DEMO_CLOUD_PROJECT}:demo_ecommerce
 ```