LLM-based Chat Assistant - Revision history

Ominiverdi: /* Access */

2026-06-05T18:26:29Z

Access

Ominiverdi at 18:01, 5 June 2026

2026-06-05T18:01:22Z

Ominiverdi: Reverted edits by Ominiverdi (talk) to last revision by Strk

2026-06-05T17:17:11Z

Reverted edits by Ominiverdi (talk) to last revision by Strk

Ominiverdi at 17:15, 5 June 2026

2026-06-05T17:15:03Z

Strk at 16:57, 5 June 2026

2026-06-05T16:57:28Z

Strk at 16:56, 5 June 2026

2026-06-05T16:56:32Z

Strk: /* Usage */

2026-06-05T16:13:25Z

Usage

Strk: /* Usage */

2026-06-05T16:09:37Z

Usage

Strk: /* Usage */

2026-06-05T16:08:53Z

Usage

Ominiverdi at 16:05, 5 June 2026

2026-06-05T16:05:21Z

@@ Line 11: / Line 11: @@
 <pre>
 #lounge:osgeo.org
 </pre>

@@ Line 1: / Line 1: @@
-An LLM-based chat assistant bot available in the [[Matrix|OSGeo Matrix space]].
+= LLM-based Chat Assistant =
 == Access ==
-The bot is available in the [[Matrix]] room <code>#lounge:osgeo.org</code>.
+The bot is available in the [[Matrix]] room:
-Its Matrix identifier is <code>@llm-assitant:matrix.org</code>.
-The bot responds when mentioned (@llm-assitant:matrix.org) or when a line starts with <code>!oc</code> or <code>bot</code>.
+<pre>
-== Administration ==
+<pre>
-TBD
+<pre>
-== Technical Details ==
+== Usage notes ==
-* Host: [[SAC_Service_Status#osgeo7|osgeo7]]
+The assistant is experimental. It may make mistakes, especially for operational or infrastructure-critical questions. Verify important answers before acting on them.
-== Usage ==
+Do not send secrets, passwords, API keys, private tokens, or sensitive credentials to the bot.
-Ask a question, prefixing your question with <code>!oc</code> or <code>bot</code> or mentioning <code>@llm-assitant:matrix.org</code>;
+Tool calls may be visible in chat logs. This is normal. Example:
 <pre>
@@ Line 31: / Line 49: @@
 The prefix identifies the MCP server, and the suffix identifies the tool.
-'''[[osgeo-knowledge-base]] MCP tools:'''
+== OSGeo Knowledge tools ==
 * <code>osgeo-knowledge_search_wiki</code> - Search AI-generated summaries and keywords
 * <code>osgeo-knowledge_search_content</code> - Search raw page content chunks
 * <code>osgeo-knowledge_search_entities</code> - Search people, projects, organizations, events
 * <code>osgeo-knowledge_get_entity_relationships</code> - Query entity relationships
-* <code>osgeo-knowledge_get_page</code> - Retrieve a full page by title
+* <code>osgeo-knowledge_get_page</code> - Retrieve full page content
 * <code>osgeo-knowledge_get_wiki_stats</code> - Show database and sync statistics
-'''[[osgeo-library]] / doclibrary MCP tools:'''
+== OSGeo Library tools ==
-* <code>search_documents</code> - Semantic search over document text and visual elements
-* <code>search_visual_elements</code> - Search figures, tables, equations, charts, and diagrams
+These tools query [[osgeo-library]] through the <code>doclibrary</code> MCP server.
-* <code>list_elements</code> - Browse document elements without semantic search
-* <code>get_element_details</code> - Retrieve metadata for a visual element
+* <code>doclibrary_search_documents</code> - Semantic search over document text and visual elements
-* <code>get_element_image</code> - Retrieve a cropped element image
+* <code>doclibrary_search_visual_elements</code> - Search figures, tables, equations, charts, and diagrams
-* <code>get_page_image</code> - Retrieve a full page image
+* <code>doclibrary_list_elements</code> - Browse document elements without semantic search
-* <code>get_document_info</code> - Show document metadata
+* <code>doclibrary_get_element_details</code> - Retrieve metadata for a visual element
-* <code>find_document</code> - Find a document by name or query
+* <code>doclibrary_get_element_image</code> - Retrieve a cropped element image
-* <code>list_documents</code> - List indexed documents
+* <code>doclibrary_get_page_image</code> - Retrieve a full page image
-* <code>get_library_status</code> - Check document library service status
+* <code>doclibrary_get_document_info</code> - Show document metadata
-'''Contact:''' ominiverdi (Lorenzo Becchi) or SAC channel
+'''Contact:''' ominiverdi, Lorenzo Becchi, or SAC channel.
 [[Category:Services]]
 [[Category:AI-Services]]

@@ Line 1: / Line 1: @@
-= LLM-based Chat Assistant =
+An LLM-based chat assistant bot available in the [[Matrix|OSGeo Matrix space]].
-Experimental Matrix chat assistant running on the [[Gallery Container]].
+== Access ==
-Verified on <code>osgeo7-gallery</code>: the active bridge process is:
+The bot is available in the [[Matrix]] room <code>#lounge:osgeo.org</code>.
-<pre>
+== Administration ==
-== Purpose ==
+TBD
-The assistant connects Matrix chat to an LLM agent with MCP tools for OSGeo-specific search and retrieval.
+== Technical Details ==
-Observed MCP backends include:
+* Host: [[SAC_Service_Status#osgeo7|osgeo7]]
-* [[Osgeo-knowledge-base]]
+== Usage ==
-== Tool call display ==
+Ask a question, prefixing your question with <code>!oc</code> or <code>bot</code> or mentioning <code>@llm-assitant:matrix.org</code>;
+the bot will respond, possibly local OSGeo services. Tool calls may be visible in chat logs using the pattern:
 <pre>
@@ Line 36: / Line 29: @@
 </pre>
-The prefix identifies the MCP server. The suffix identifies the tool.
+The prefix identifies the MCP server, and the suffix identifies the tool.
-== Related repositories ==
+'''[[osgeo-knowledge-base]] MCP tools:'''
+* <code>osgeo-knowledge_search_wiki</code> - Search AI-generated summaries and keywords
-Verified repositories on Gallery:
+* <code>osgeo-knowledge_search_content</code> - Search raw page content chunks
+* <code>osgeo-knowledge_search_entities</code> - Search people, projects, organizations, events
-* <code>/home/ominiverdi/github/opencode-chat-bridge</code>
+* <code>osgeo-knowledge_get_entity_relationships</code> - Query entity relationships
-* https://github.com/ominiverdi/matrix-llmagent
+* <code>osgeo-knowledge_get_page</code> - Retrieve a full page by title
-* https://github.com/ominiverdi/osgeo-knowledge
+* <code>osgeo-knowledge_get_wiki_stats</code> - Show database and sync statistics
-== Maintainer ==
+'''[[osgeo-library]] / doclibrary MCP tools:'''
-* ominiverdi, Lorenzo Becchi
+'''Contact:''' ominiverdi (Lorenzo Becchi) or SAC channel
-[[Category:Infrastructure]]
+[[Category:Services]]

@@ Line 1: / Line 1: @@
-An LLM-based chat assistant bot available in the [[Matrix|OSGeo Matrix space]].
+= LLM-based Chat Assistant =
-== Access ==
+Experimental Matrix chat assistant running on the [[Gallery Container]].
-The bot is available in the [[Matrix]] room <code>#lounge:osgeo.org</code>.
+Verified on <code>osgeo7-gallery</code>: the active bridge process is:
-== Administration ==
+<pre>
-TBD
+== Purpose ==
-== Technical Details ==
+The assistant connects Matrix chat to an LLM agent with MCP tools for OSGeo-specific search and retrieval.
-* Host: [[SAC_Service_Status#osgeo7|osgeo7]]
+Observed MCP backends include:
-== Usage ==
+* [[Osgeo-knowledge-base]]
-Ask a question, prefixing your question with <code>!oc</code> or <code>bot</code> or mentioning <code>@llm-assitant:matrix.org</code>;
+== Tool call display ==
-the bot will respond, possibly local OSGeo services. Tool calls may be visible in chat logs using the pattern:
 <pre>
@@ Line 29: / Line 36: @@
 </pre>
-The prefix identifies the MCP server, and the suffix identifies the tool.
+The prefix identifies the MCP server. The suffix identifies the tool.
-'''[[osgeo-knowledge-base]] MCP tools:'''
+== Related repositories ==
-* <code>osgeo-knowledge_search_wiki</code> - Search AI-generated summaries and keywords
-* <code>osgeo-knowledge_search_content</code> - Search raw page content chunks
+Verified repositories on Gallery:
-* <code>osgeo-knowledge_search_entities</code> - Search people, projects, organizations, events
-* <code>osgeo-knowledge_get_entity_relationships</code> - Query entity relationships
+* <code>/home/ominiverdi/github/opencode-chat-bridge</code>
-* <code>osgeo-knowledge_get_page</code> - Retrieve a full page by title
+* https://github.com/ominiverdi/matrix-llmagent
-* <code>osgeo-knowledge_get_wiki_stats</code> - Show database and sync statistics
+* https://github.com/ominiverdi/osgeo-knowledge
-'''[[osgeo-library]] / doclibrary MCP tools:'''
+== Maintainer ==
-'''Contact:''' ominiverdi (Lorenzo Becchi) or SAC channel
+* ominiverdi, Lorenzo Becchi
-[[Category:Services]]
+[[Category:Infrastructure]]

← Older revision		Revision as of 16:57, 5 June 2026
Line 54:		Line 54:

	[[Category:Services]]		[[Category:Services]]
		+	[[Category:AI-Services]]

← Older revision		Revision as of 16:56, 5 June 2026
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	* <code>get_library_status</code> - Check document library service status		* <code>get_library_status</code> - Check document library service status

		+	'''Contact:''' ominiverdi (Lorenzo Becchi) or SAC channel

	[[Category:Services]]		[[Category:Services]]

@@ Line 26: / Line 26: @@
 * <code>[osgeo-knowledge_search_content]</code> -- TODO link to the corresponding service
 * <code>[osgeo-knowledge_search_wiki]</code> -- TODO link to the corresponding service
 [[Category:Services]]