Add AI tools, vector databases, and webinar references

codekiln · codekiln · commit 9ff72968d703 · 2025-03-05T02:37:19.000-05:00
- Create new pages for repo summarizers like Repomix and gitingest
- Add Vector Database and related concept pages
- Include pages for QodoAI webinar participants and upcoming event
- Update journal entries with AI coding and tool discovery notes
diff --git a/journals/2025_03_04.md b/journals/2025_03_04.md
@@ -7,6 +7,6 @@
 			- #Idea [[AI/Coding/Technique/Knowledge Base]]
 - ## Knowledge
 	- ### [[Disambiguation]]
-		- #Filed [[Knowledge/Concept/Knowledge Base vs Knowledge Garden]] to distinguished [[Knowledge Gardens]] from [[Knowledge Bases]]
+		- #Filed [[Knowledge/Concept/Knowledge Base vs Knowledge Garden]] to distinguish [[Knowledge Gardens]] from [[Knowledge Bases]]
 - ## LangChain Ecosystem
 	- [[langgraph/Studio/How to/Start from a subsequent node with pre-built state]]
diff --git a/journals/2025_03_05.md b/journals/2025_03_05.md
@@ -0,0 +1,7 @@
+## [[AI Coding]]
+	- ### [[AI/LLM/Tool/Repo Summarizer]] #Filed
+		- #Discovered [[Tree-Sitter]] because it's used by [[Repomix/--compress]] to shrink code context
+			- {{embed ((67c7f234-c55c-4b12-a260-d92aa3cfbb0c))}}
+		- [[Webinar]] with [[QodoAI]] [[2025-03-11 Tue]] 9AM PST / 12PM EDT / 4PM GMT with [[Person/Itamar Friedman]] and [[Person/Harrison Chase]] - [Webinar: From Code Completion to Multi-Agent Coding Workflows](https://www.qodo.ai/webinar/from-code-completion-to-multi-agent-coding-workflows/)
+- ## [[Microsoft]] ecosystem
+	- [[o365/pptx/How To/Embed MS Stream in PowerPoint]]
diff --git a/pages/AI___Embedding___Chunk.md b/pages/AI___Embedding___Chunk.md
@@ -0,0 +1,5 @@
+alias:: [[AI/Embedding/Chunking]], [[Embedding Chunking]]
+tags:: [[Term]]
+
+- # Embedding Chunk
+	- A single bit of context returned from a [[Vector DB]]
diff --git a/pages/AI___LLM___Tool___Repo Summarizer.md b/pages/AI___LLM___Tool___Repo Summarizer.md
@@ -0,0 +1,9 @@
+alias:: [[AI/LLM/Tool/Repo Summarizers]]
+tags:: [[Term]]
+
+- # Repo Summarizers
+	- Repo summarizers are [[CLI Tools]] that aid in summarizing repository context for [[AI Coding]].
+	- ## #Examples
+		- [[gitingest]] - better for the [[Python]] ecosystem
+		- [[Repomix]] - better for the [[NodeJS]] ecosystem
+-
diff --git a/pages/Algo___Cosine___Similarity.md b/pages/Algo___Cosine___Similarity.md
@@ -0,0 +1 @@
+alias:: [[Cosine/Similarity]], [[Cosine Similarity]]
diff --git a/pages/Data___Base.md b/pages/Data___Base.md
@@ -0,0 +1,5 @@
+alias:: [[Database]], [[Databases]], [[DB]], [[DBs]]
+tags:: [[Term]]
+
+- # Database
+	- [[Software]] that persists [[Data]]
diff --git a/pages/Data___Base___Vector.md b/pages/Data___Base___Vector.md
@@ -0,0 +1,10 @@
+alias:: [[Vector Database]], [[Vector Databases]], [[Vector DB]], [[Vector DBs]]
+
+- # Vector [[Database]]
+	- A type of database or a database extension that can store [[Vector/ized]] representations of data objects as [[Embeddings]], and then perform operations on those vectors to find retrieve the most relevant context. Common algorithms include  [[Algo/Cosine/Similarity]] or [[Algo/KNN]].
+	- ## #Examples
+		- [[PostgreSQL/PGVector]]
+		- [[OpenSearch]] [Using OpenSearch as a Vector Database · OpenSearch](https://opensearch.org/platform/search/vector-database.html)
+		- [[PineconeDB]] [Get the Pinecone Vector Database | Pinecone](https://www.pinecone.io/lp/get-vector-database/)
+		- [[ElasticSearch]] [What is vector search? Better search with ML | Elastic](https://www.elastic.co/what-is/vector-search)
+		-
diff --git a/pages/Person___Harrison Chase.md b/pages/Person___Harrison Chase.md
@@ -0,0 +1,3 @@
+# Harrison Chase
+	- ![Harrison Chase profile pic](https://www.qodo.ai/wp-content/uploads/2025/02/Harrison_Langchain-300x300.jpeg){:height 197, :width 184}
+	- Co-Founder and CEO at [[LangChain]]
diff --git a/pages/Person___Itamar Friedman.md b/pages/Person___Itamar Friedman.md
@@ -0,0 +1,2 @@
+- ![Itamar Friedman](https://www.qodo.ai/wp-content/uploads/2025/02/user-itamar-new.png)
+- [[Co-Founder]] and [[CEO]] at [[QodoAI]]
diff --git a/pages/Programming___Language___C___11.md b/pages/Programming___Language___C___11.md
@@ -0,0 +1,5 @@
+wikipedia-link:: https://en.wikipedia.org/wiki/C11_(C_standard_revision)
+
+- # The C Programming Language, version 11 ([[2011/04]]; newer versions)
+	- ## [[see-also]]
+		- [[CLang]]
diff --git a/pages/QodoAI.md b/pages/QodoAI.md
@@ -0,0 +1,3 @@
+alias:: [[Codium]]
+
+- # [Codium is now Qodo | Quality-first AI Coding Platform](https://www.qodo.ai/)
diff --git a/pages/Repomix.md b/pages/Repomix.md
@@ -1,20 +1,24 @@
 created-by:: [[Person/Kazuki Yamada]]
-tags:: #LLMs, [[CLI/Tool]]
+tags:: #LLMs, [[CLI/Tool]], [[AI/LLM/Tool/Repo Summarizer]]
 
-- id:: 67b59da6-2954-4c43-8505-60ca22587e1d
-  > 📦 Repomix (formerly Repopack) is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models #LLMs or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
-- [[Repomix/GitHub]] https://github.com/yamadashy/repomix
-- [[Repomix/Web]] https://repomix.com/
-	- This tool can be used online
-- # Usage
-	- ## Using with a config file
-		- To use Repomix with a specific configuration file, use the following command:
-		  ~~~bash
-		  npx repomix --config path/to/repomix.config.json
-		  ~~~
-		- This will generate the output based on the settings in your configuration file
-		- The config file allows you to customize:
-		  - Which files to include/exclude
-		  - Output format
-		  - Repository metadata
+- # Repomix
+	- id:: 67b59da6-2954-4c43-8505-60ca22587e1d
+	  > 📦 Repomix (formerly Repopack) is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models #LLMs or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
+	- [[Repomix/GitHub]] https://github.com/yamadashy/repomix
+	- [[Repomix/Web]] https://repomix.com/
+		- This tool can be used online
+	- ## Usage
+		- ## Using with a config file
+			- To use Repomix with a specific configuration file, use the following command:
+			  ~~~bash
+			  npx repomix --config path/to/repomix.config.json
+			  ~~~
+			- This will generate the output based on the settings in your configuration file
+			- The config file allows you to customize:
+				- Which files to include/exclude
+				- Output format
+				- Repository metadata
+	- ## [[see-also]]
+		- [[gitingest]]
+		-
 -
diff --git a/pages/Repomix___--compress.md b/pages/Repomix___--compress.md
@@ -0,0 +1,26 @@
+# [Repomix Code Compression](https://github.com/yamadashy/repomix/tree/main?tab=readme-ov-file#code-compression) - `repomix --compress`
+	- ## [[My Notes]]
+	  id:: 67c7f234-c55c-4b12-a260-d92aa3cfbb0c
+		- Uses [[Tree-Sitter]] to "compress" code by reducing it to function signatures
+		- potentially #Cool - though I can imagine how this might confuse an engineer that didn't understand the implication of how this feature would impact what the AI "understands" about the context from the generated repomix file.
+		- Reminds me of a [[QodoAI]] demo I saw in a webinar where they discussed a similar [[Embedding Chunking]] strategy. Theirs was bit more intelligent, I think, and could create a chunk for each class's method which was a tiny, compressed version of the class with attributes and referenced function signatures with commented out method bodies. I think they used multi-layered chunking to ensure AI could get the "gist" of the code when a single chunk was returned from a [[Vector DB]]
+	- uses [[Tree-Sitter]] to perform a form of code compression that transforms this
+		- ```typescript
+		  const calculateTotal = (items: ShoppingItem[]) => {
+		    let total = 0;
+		    for (const item of items) {
+		      total += item.price * item.quantity;
+		    }
+		    return total;
+		  }
+		  interface Item {
+		    name: string;
+		    price: number;
+		    quantity: number;
+		  }
+		  ```
+	- into this
+		- ```typescript
+		  const calculateTotal = (items: ShoppingItem[]) => {
+		  interface Item {
+		  ```
diff --git a/pages/Role___Chief Executive Officer.md b/pages/Role___Chief Executive Officer.md
@@ -0,0 +1 @@
+alias:: [[CEO]]
diff --git a/pages/Role___Founder___Co.md b/pages/Role___Founder___Co.md
@@ -0,0 +1 @@
+alias:: [[Co-Founder]]
diff --git a/pages/Tree-Sitter.md b/pages/Tree-Sitter.md
@@ -0,0 +1,8 @@
+tags:: [[CLang/Lib]]
+
+- # [Tree-sitter](https://tree-sitter.github.io/tree-sitter/)
+	- Tree-sitter is a **parser generator** tool and an **incremental parsing library**. It can build a concrete **syntax tree** for a source file and **efficiently update the syntax tree** as **the source file is edited**. Tree-sitter aims to be:
+		- General enough to parse any programming language
+		- Fast enough to parse on every keystroke in a text editor
+		- Robust enough to provide useful results even in the presence of syntax errors
+		- Dependency-free so that the runtime library (which is written in pure [C11](https://github.com/tree-sitter/tree-sitter/tree/master/lib) - [[Programming/Language/C/11]]) can be embedded in any application
diff --git a/pages/Vector___ized.md b/pages/Vector___ized.md
@@ -0,0 +1,5 @@
+alias:: [[Vectorized]], [[Vectorization]] 
+tags:: [[Term]]
+
+- # Vectorization
+	- The process of converting a data object into a Vector, which is a type of [[Latent Space]]
diff --git a/pages/gitingest.md b/pages/gitingest.md
@@ -0,0 +1,7 @@
+tags:: #LLMs, [[CLI/Tool]], [[AI/LLM/Tool/Repo Summarizer]]
+
+- # [gitingest](https://gitingest.com/)
+	- [[gitingest/GitHub]] https://github.com/cyclotruc/gitingest
+	- ## [[My Notes]]
+		- [[Repomix]]'s readme states in its [Alternative Tools section](https://github.com/yamadashy/repomix/tree/main?tab=readme-ov-file#%EF%B8%8F-configuration):
+			- > If you're using [[Python]], you might want to check out `Gitingest`, which is better suited for Python ecosystem and data science workflows: [https://github.com/cyclotruc/gitingest](https://github.com/cyclotruc/gitingest)
diff --git a/pages/o365___pptx___How To___Embed MS Stream in PowerPoint.md b/pages/o365___pptx___How To___Embed MS Stream in PowerPoint.md
@@ -0,0 +1,3 @@
+# How to insert a MS Stream video in an o365 PowerPoint presentation
+	- [Embed a Microsoft Stream Video : University of the Incarnate Word](https://help.uiw.edu/support/solutions/articles/17000103319-Embed-a-Microsoft-Stream-Video)
+		-

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`@@ -0,0 +1 @@`
	`1`	`+alias:: [[Cosine/Similarity]], [[Cosine Similarity]]`
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	`1`	`+# Harrison Chase`
	`2`	`+ - ![Harrison Chase profile pic](https://www.qodo.ai/wp-content/uploads/2025/02/Harrison_Langchain-300x300.jpeg){:height 197, :width 184}`
	`3`	`+ - Co-Founder and CEO at [[LangChain]]`
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`@@ -0,0 +1,2 @@`
	`1`	`+- ![Itamar Friedman](https://www.qodo.ai/wp-content/uploads/2025/02/user-itamar-new.png)`
	`2`	`+- [[Co-Founder]] and [[CEO]] at [[QodoAI]]`