llmware-ai · doberst · Jun 10, 2024 · Jun 10, 2024
diff --git a/docs/community/community.md b/docs/community/community.md
@@ -1,15 +1,23 @@
 ---
 layout: default
 title: Community
-nav_order: 5
+nav_order: 6
 has_children: true
 description: community resources, getting help and sharing ideas
 permalink: /community
 ---
 
 # Community 
 
-COMING SOON ...
+Welcome to the llmware community!   We are on a mission to pioneer the use of small language models as transformational tools 
+in the enterprise to automate workflows and knowledge-based processes cost-effectively, securely and with high quality.  We believe that the 
+secret is increasing out that small models can be extremely effective, but require a lot of attention to detail in building scalable data pipelines 
+and fine-tuning both models and end-to-end workflows.  
+
+We are open to both the most advanced machine learning researchers and the beginning developer just learning python.  
+
+We publish a wide range of examples, use cases and tutorial videos, and are always looking for feedback, new ideas and contributors.  
+
 
 
 {: .note}

diff --git a/docs/community/faq.md b/docs/community/faq.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: FAQ
-parent: community
+parent: Community
 nav_order: 1
 description: overview of the major modules and classes of LLMWare  
 permalink: /community/faq

diff --git a/docs/community/join_our_community.md b/docs/community/join_our_community.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Join Our Community
-parent: community
+parent: Community
 nav_order: 4
 description: overview of the major modules and classes of LLMWare  
 permalink: /community/join_our_community

diff --git a/docs/community/need_help.md b/docs/community/need_help.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Need Hep
-parent: community
+parent: Community
 nav_order: 3
 description: overview of the major modules and classes of LLMWare  
 permalink: /community/need_help

diff --git a/docs/community/troubleshooting.md b/docs/community/troubleshooting.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Troubleshooting
-parent: community
+parent: Community
 nav_order: 2
 description: overview of the major modules and classes of LLMWare  
 permalink: /community/troubleshooting

diff --git a/docs/components/components.md b/docs/components/components.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Components
-nav_order: 2
+nav_order: 3
 has_children: true
 description: llmware key architectural components, modules and classes
 permalink: /components

diff --git a/docs/components/library.md b/docs/components/library.md
@@ -6,7 +6,7 @@ nav_order: 7
 description: overview of the major modules and classes of LLMWare  
 permalink: /components/library
 ---
-# Library:  ingest, organize and index a collection of knowledge at scale - Parse, Text Chunk and Embed. </summary>  
+# Library:  ingest, organize and index a collection of knowledge at scale - Parse, Text Chunk and Embed.  
 ---
 
 Library is the main organizing construct for unstructured information in LLMWare.   Users can create one large library with all types of different content, or

diff --git a/docs/components/model_catalog.md b/docs/components/model_catalog.md
@@ -9,10 +9,10 @@ permalink: /components/model_catalog
 # Model Catalog:  
 Access all models the same way with easy lookup, regardless of underlying implementation. 
 
-#   150+ Models in Catalog with 50+ RAG-optimized BLING, DRAGON and Industry BERT models
-#   18 SLIM function-calling small language models for Agent use cases  
-#   Full support for GGUF, HuggingFace, Sentence Transformers and major API-based models
-#   Easy to extend to add custom models - see examples
+- 150+ Models in Catalog with 50+ RAG-optimized BLING, DRAGON and Industry BERT models
+- 18 SLIM function-calling small language models for Agent use cases  
+- Full support for GGUF, HuggingFace, Sentence Transformers and major API-based models
+- Easy to extend to add custom models - see examples
 
 Generally, all models can be identified using either the `model_name` or `display_name`, which provides some flexibility 
 to expose a more "UI friendly" name or an informal short-name for a commonly-used model.  

diff --git a/docs/contributing/contributing.md b/docs/contributing/contributing.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Contributing
-nav_order: 6
+nav_order: 7
 has_children: true
 description: llmware contributions.
 permalink: /contributing

diff --git a/docs/examples/agents.md b/docs/examples/agents.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Agents
-parent: examples
+parent: Examples
 nav_order: 2
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/agents

diff --git a/docs/examples/datasets.md b/docs/examples/datasets.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Datasets
-parent: examples
+parent: Examples
 nav_order: 10
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/datasets

diff --git a/docs/examples/embedding.md b/docs/examples/embedding.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Embedding
-parent: examples
+parent: Examples
 nav_order: 5
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/embedding

diff --git a/docs/examples/examples.md b/docs/examples/examples.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Examples
-nav_order: 4
+nav_order: 5
 has_children: true
 description: examples, recipes and use cases
 permalink: /examples

diff --git a/docs/examples/getting_started.md b/docs/examples/getting_started.md
@@ -1,8 +1,9 @@
 ---
 layout: default
 title: Introduction by Examples 
+parent: Examples
 nav_order: 9
-permalink: /examples
+permalink: /examples/getting_started
 ---
 # Introduction by Examples
 We introduce ``llmware`` through self-contained examples.

diff --git a/docs/examples/models.md b/docs/examples/models.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Models
-parent: Learn
+parent: Examples
 nav_order: 3
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/models

diff --git a/docs/examples/notebooks.md b/docs/examples/notebooks.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Notebooks
-parent: examples
+parent: Examples
 nav_order: 11
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/notebooks

diff --git a/docs/examples/parsing.md b/docs/examples/parsing.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Parsing
-parent: examples
+parent: Examples
 nav_order: 4
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/parsing

diff --git a/docs/examples/prompts.md b/docs/examples/prompts.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Prompts
-parent: examples
+parent: Examples
 nav_order: 6
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/prompts

diff --git a/docs/examples/retrieval.md b/docs/examples/retrieval.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Retrieval
-parent: examples
+parent: Examples
 nav_order: 7
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/retrieval

diff --git a/docs/examples/structured_tables.md b/docs/examples/structured_tables.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Structured Tables
-parent: examples
+parent: Examples
 nav_order: 9
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/structured_tables

diff --git a/docs/examples/ui.md b/docs/examples/ui.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: UI
-parent: examples
+parent: Examples
 nav_order: 8
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/ui

diff --git a/docs/examples/use_cases.md b/docs/examples/use_cases.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Use Cases
-parent: examples
+parent: Examples
 nav_order: 1
 description: overview of the major modules and classes of LLMWare  
 permalink: /examples/use_cases

diff --git a/docs/getting_started/getting_started.md b/docs/getting_started/getting_started.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Getting Started
-nav_order: 1
+nav_order: 2
 has_children: true
 description: getting started with llmware
 permalink: /getting_started

diff --git a/docs/learn/learn.md b/docs/learn/learn.md
@@ -1,7 +1,7 @@
 ---
 layout: default
 title: Learn
-nav_order: 3
+nav_order: 4
 has_children: true
 description: key learning resources
 permalink: /learn